warning: commands will be executed using /bin/sh
job 5729 at Thu Oct  2 09:30:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse23-140804/YutaMouse23-140804/YutaMouse23-140804
ElecNo	7
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111100000
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 1740007 data points of dimension 12.
meanDims = 12
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 580002 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 30553 members 
Mstep: Class 3 contains 30468 members 
Mstep: Class 4 contains 30422 members 
Mstep: Class 5 contains 30550 members 
Mstep: Class 6 contains 30755 members 
Mstep: Class 7 contains 30257 members 
Mstep: Class 8 contains 30483 members 
Mstep: Class 9 contains 30543 members 
Mstep: Class 10 contains 30617 members 
Mstep: Class 11 contains 30485 members 
Mstep: Class 12 contains 30358 members 
Mstep: Class 13 contains 30576 members 
Mstep: Class 14 contains 30581 members 
Mstep: Class 15 contains 30626 members 
Mstep: Class 16 contains 30502 members 
Mstep: Class 17 contains 30598 members 
Mstep: Class 18 contains 30466 members 
Mstep: Class 19 contains 30376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 49.776176 but Gain 603.821289
Score: -31755324.000000 Penalty: 10868.774414
Iteration 0F: 19 clusters Score -3.175532e+07 nChanged 548973
Entering Unmasked Mstep 
Mstep: Class 0 contains 2511 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 6228 members 
Mstep: Class 4 contains 17293 members 
Mstep: Class 5 contains 10788 members 
Mstep: Class 6 contains 19692 members 
Mstep: Class 7 contains 6744 members 
Mstep: Class 8 contains 14913 members 
Mstep: Class 9 contains 5063 members 
Mstep: Class 10 contains 409996 members 
Mstep: Class 11 contains 1075 members 
Mstep: Class 12 contains 7970 members 
Mstep: Class 13 contains 24955 members 
Mstep: Class 14 contains 8930 members 
Mstep: Class 15 contains 3270 members 
Mstep: Class 16 contains 8862 members 
Mstep: Class 17 contains 7710 members 
Mstep: Class 19 contains 14177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34885444.000000 Penalty: 10868.774414
Iteration 1F: 19 clusters Score -3.488544e+07 nChanged 119512
Entering Unmasked Mstep 
Mstep: Class 0 contains 2439 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 12701 members 
Mstep: Class 5 contains 9062 members 
Mstep: Class 6 contains 20592 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 12102 members 
Mstep: Class 9 contains 5872 members 
Mstep: Class 10 contains 424920 members 
Mstep: Class 11 contains 984 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 30489 members 
Mstep: Class 14 contains 6387 members 
Mstep: Class 15 contains 3148 members 
Mstep: Class 16 contains 10995 members 
Mstep: Class 17 contains 6534 members 
Mstep: Class 19 contains 11970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35119948.000000 Penalty: 10868.774414
Iteration 2F: 19 clusters Score -3.511995e+07 nChanged 50720
Entering Unmasked Mstep 
Mstep: Class 0 contains 1753 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 996 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 10273 members 
Mstep: Class 5 contains 9989 members 
Mstep: Class 6 contains 21616 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 10722 members 
Mstep: Class 9 contains 5764 members 
Mstep: Class 10 contains 421913 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 4560 members 
Mstep: Class 13 contains 41930 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 16 contains 12587 members 
Mstep: Class 17 contains 5792 members 
Mstep: Class 19 contains 8607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35223196.000000 Penalty: 10868.774414
Iteration 3F: 19 clusters Score -3.52232e+07 nChanged 33824
Entering Unmasked Mstep 
Mstep: Class 0 contains 1343 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1356 members 
Mstep: Class 3 contains 2177 members 
Mstep: Class 4 contains 7418 members 
Mstep: Class 5 contains 10798 members 
Mstep: Class 6 contains 21466 members 
Mstep: Class 7 contains 2475 members 
Mstep: Class 8 contains 8415 members 
Mstep: Class 9 contains 5821 members 
Mstep: Class 10 contains 417535 members 
Mstep: Class 11 contains 715 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 55573 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 1370 members 
Mstep: Class 16 contains 14794 members 
Mstep: Class 17 contains 5498 members 
Mstep: Class 19 contains 6032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35267616.000000 Penalty: 10868.774414
Iteration 4F: 19 clusters Score -3.526762e+07 nChanged 28459
Entering Unmasked Mstep 
Mstep: Class 0 contains 1302 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1347 members 
Mstep: Class 3 contains 1559 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 10733 members 
Mstep: Class 6 contains 21327 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 6168 members 
Mstep: Class 9 contains 6018 members 
Mstep: Class 10 contains 412091 members 
Mstep: Class 11 contains 690 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 70032 members 
Mstep: Class 14 contains 3923 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 16715 members 
Mstep: Class 17 contains 5423 members 
Mstep: Class 19 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35301024.000000 Penalty: 10868.774414
Iteration 5Q: 19 clusters Score -3.530102e+07 nChanged 23820
Entering Unmasked Mstep 
Mstep: Class 0 contains 1254 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1342 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 2856 members 
Mstep: Class 5 contains 10246 members 
Mstep: Class 6 contains 20831 members 
Mstep: Class 7 contains 1446 members 
Mstep: Class 8 contains 4935 members 
Mstep: Class 9 contains 6171 members 
Mstep: Class 10 contains 406026 members 
Mstep: Class 11 contains 681 members 
Mstep: Class 12 contains 936 members 
Mstep: Class 13 contains 83056 members 
Mstep: Class 14 contains 4420 members 
Mstep: Class 15 contains 874 members 
Mstep: Class 16 contains 18181 members 
Mstep: Class 17 contains 5269 members 
Mstep: Class 19 contains 2977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 410.622162 but Gain 603.820312
Score: -35328448.000000 Penalty: 10264.954102
Iteration 6Q: 18 clusters Score -3.532845e+07 nChanged 19759
Entering Unmasked Mstep 
Mstep: Class 0 contains 1254 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1342 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 1480 members 
Mstep: Class 5 contains 9950 members 
Mstep: Class 6 contains 19710 members 
Mstep: Class 7 contains 1063 members 
Mstep: Class 8 contains 4355 members 
Mstep: Class 9 contains 6496 members 
Mstep: Class 10 contains 399905 members 
Mstep: Class 11 contains 699 members 
Mstep: Class 13 contains 93390 members 
Mstep: Class 14 contains 5577 members 
Mstep: Class 15 contains 778 members 
Mstep: Class 16 contains 19194 members 
Mstep: Class 17 contains 5131 members 
Mstep: Class 19 contains 2035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35347512.000000 Penalty: 10264.954102
Iteration 7Q: 18 clusters Score -3.534751e+07 nChanged 14959
Entering Unmasked Mstep 
Mstep: Class 0 contains 1254 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1341 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 758 members 
Mstep: Class 5 contains 9979 members 
Mstep: Class 6 contains 18121 members 
Mstep: Class 7 contains 775 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 7019 members 
Mstep: Class 10 contains 394455 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 13 contains 100018 members 
Mstep: Class 14 contains 7148 members 
Mstep: Class 15 contains 671 members 
Mstep: Class 16 contains 19810 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 19 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 533.442566 but Gain 603.821289
Score: -35359092.000000 Penalty: 9661.132812
Iteration 8Q: 17 clusters Score -3.535909e+07 nChanged 12093
Entering Unmasked Mstep 
Mstep: Class 0 contains 1254 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 5 contains 10129 members 
Mstep: Class 6 contains 16412 members 
Mstep: Class 7 contains 622 members 
Mstep: Class 8 contains 3606 members 
Mstep: Class 9 contains 7685 members 
Mstep: Class 10 contains 389917 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 13 contains 104523 members 
Mstep: Class 14 contains 9019 members 
Mstep: Class 15 contains 590 members 
Mstep: Class 16 contains 20253 members 
Mstep: Class 17 contains 5112 members 
Mstep: Class 19 contains 1364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35366784.000000 Penalty: 9661.132812
Iteration 9Q: 17 clusters Score -3.536678e+07 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 1254 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 5 contains 10310 members 
Mstep: Class 6 contains 14819 members 
Mstep: Class 7 contains 533 members 
Mstep: Class 8 contains 3275 members 
Mstep: Class 9 contains 8423 members 
Mstep: Class 10 contains 385650 members 
Mstep: Class 11 contains 707 members 
Mstep: Class 13 contains 107594 members 
Mstep: Class 14 contains 11135 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 20503 members 
Mstep: Class 17 contains 5078 members 
Mstep: Class 19 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 523.580383 but Gain 603.820312
Score: -35372200.000000 Penalty: 9057.312500
Iteration 10Q: 16 clusters Score -3.53722e+07 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 1254 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 367 members 
Mstep: Class 5 contains 10468 members 
Mstep: Class 6 contains 13569 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 9120 members 
Mstep: Class 10 contains 381574 members 
Mstep: Class 11 contains 702 members 
Mstep: Class 13 contains 109961 members 
Mstep: Class 14 contains 13577 members 
Mstep: Class 16 contains 20677 members 
Mstep: Class 17 contains 5015 members 
Mstep: Class 19 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35376828.000000 Penalty: 9057.312500
Iteration 11Q: 16 clusters Score -3.537683e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1254 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 362 members 
Mstep: Class 5 contains 10701 members 
Mstep: Class 6 contains 12631 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 2702 members 
Mstep: Class 9 contains 9744 members 
Mstep: Class 10 contains 377285 members 
Mstep: Class 11 contains 667 members 
Mstep: Class 13 contains 111373 members 
Mstep: Class 14 contains 16598 members 
Mstep: Class 16 contains 20782 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 19 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35379900.000000 Penalty: 9057.312500
Iteration 12Q: 16 clusters Score -3.53799e+07 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 1254 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 352 members 
Mstep: Class 5 contains 10953 members 
Mstep: Class 6 contains 11888 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 2427 members 
Mstep: Class 9 contains 10320 members 
Mstep: Class 10 contains 372354 members 
Mstep: Class 11 contains 629 members 
Mstep: Class 13 contains 112438 members 
Mstep: Class 14 contains 20423 members 
Mstep: Class 16 contains 20848 members 
Mstep: Class 17 contains 4958 members 
Mstep: Class 19 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35382280.000000 Penalty: 9057.312500
Iteration 13Q: 16 clusters Score -3.538228e+07 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 1254 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 5 contains 11277 members 
Mstep: Class 6 contains 11294 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 10867 members 
Mstep: Class 10 contains 366471 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 13 contains 113218 members 
Mstep: Class 14 contains 25226 members 
Mstep: Class 16 contains 20901 members 
Mstep: Class 17 contains 4926 members 
Mstep: Class 19 contains 1251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35384108.000000 Penalty: 9057.312500
Iteration 14Q: 16 clusters Score -3.538411e+07 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 1254 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 342 members 
Mstep: Class 5 contains 11672 members 
Mstep: Class 6 contains 10822 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 2059 members 
Mstep: Class 9 contains 11353 members 
Mstep: Class 10 contains 359292 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 13 contains 113803 members 
Mstep: Class 14 contains 31358 members 
Mstep: Class 16 contains 20929 members 
Mstep: Class 17 contains 4890 members 
Mstep: Class 19 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35385844.000000 Penalty: 9057.312500
Iteration 15Q: 16 clusters Score -3.538584e+07 nChanged 12679
Entering Unmasked Mstep 
Mstep: Class 0 contains 1254 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 343 members 
Mstep: Class 5 contains 12105 members 
Mstep: Class 6 contains 10398 members 
Mstep: Class 7 contains 811 members 
Mstep: Class 8 contains 1902 members 
Mstep: Class 9 contains 11816 members 
Mstep: Class 10 contains 350160 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 13 contains 114459 members 
Mstep: Class 14 contains 39324 members 
Mstep: Class 16 contains 20926 members 
Mstep: Class 17 contains 4834 members 
Mstep: Class 19 contains 1197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 589.304626 but Gain 603.821289
Score: -35386124.000000 Penalty: 8453.491211
Iteration 16Q: 15 clusters Score -3.538612e+07 nChanged 16160
Entering Unmasked Mstep 
Mstep: Class 0 contains 1254 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 5 contains 12558 members 
Mstep: Class 6 contains 10024 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 12255 members 
Mstep: Class 10 contains 338277 members 
Mstep: Class 13 contains 115419 members 
Mstep: Class 14 contains 49803 members 
Mstep: Class 16 contains 20951 members 
Mstep: Class 17 contains 4769 members 
Mstep: Class 19 contains 1196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35386068.000000 Penalty: 8453.491211
Iteration 17Q: 15 clusters Score -3.538607e+07 nChanged 20655
Entering Unmasked Mstep 
Mstep: Class 0 contains 1254 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 5 contains 13075 members 
Mstep: Class 6 contains 9687 members 
Mstep: Class 7 contains 962 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 12678 members 
Mstep: Class 10 contains 322100 members 
Mstep: Class 13 contains 116481 members 
Mstep: Class 14 contains 64282 members 
Mstep: Class 16 contains 20891 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 19 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35401180.000000 Penalty: 8453.491211
Iteration 18Q: 15 clusters Score -3.540118e+07 nChanged 25303
Entering Unmasked Mstep 
Mstep: Class 0 contains 1254 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 5 contains 13588 members 
Mstep: Class 6 contains 9438 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 1462 members 
Mstep: Class 9 contains 13032 members 
Mstep: Class 10 contains 301485 members 
Mstep: Class 13 contains 116888 members 
Mstep: Class 14 contains 83867 members 
Mstep: Class 16 contains 20839 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 19 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35436096.000000 Penalty: 8453.491211
Iteration 19Q: 15 clusters Score -3.54361e+07 nChanged 26347
Entering Unmasked Mstep 
Mstep: Class 0 contains 1254 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 325 members 
Mstep: Class 5 contains 14170 members 
Mstep: Class 6 contains 9181 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 1328 members 
Mstep: Class 9 contains 13370 members 
Mstep: Class 10 contains 280307 members 
Mstep: Class 13 contains 115671 members 
Mstep: Class 14 contains 105628 members 
Mstep: Class 16 contains 20796 members 
Mstep: Class 17 contains 4555 members 
Mstep: Class 19 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35483364.000000 Penalty: 8453.491211
Iteration 20F: 15 clusters Score -3.548336e+07 nChanged 31239
Entering Unmasked Mstep 
Mstep: Class 0 contains 866 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 5 contains 15232 members 
Mstep: Class 6 contains 8872 members 
Mstep: Class 7 contains 1219 members 
Mstep: Class 8 contains 1150 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 257021 members 
Mstep: Class 13 contains 112845 members 
Mstep: Class 14 contains 130702 members 
Mstep: Class 16 contains 20739 members 
Mstep: Class 17 contains 4414 members 
Mstep: Class 19 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35530552.000000 Penalty: 8453.491211
Iteration 21F: 15 clusters Score -3.553055e+07 nChanged 23234
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 5 contains 16077 members 
Mstep: Class 6 contains 8688 members 
Mstep: Class 7 contains 1359 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 14343 members 
Mstep: Class 10 contains 242721 members 
Mstep: Class 13 contains 110053 members 
Mstep: Class 14 contains 146732 members 
Mstep: Class 16 contains 20694 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 19 contains 1580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35564944.000000 Penalty: 8453.491211
Iteration 22Q: 15 clusters Score -3.556494e+07 nChanged 19692
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 5 contains 16836 members 
Mstep: Class 6 contains 8527 members 
Mstep: Class 7 contains 1469 members 
Mstep: Class 8 contains 881 members 
Mstep: Class 9 contains 14770 members 
Mstep: Class 10 contains 230923 members 
Mstep: Class 13 contains 107507 members 
Mstep: Class 14 contains 159937 members 
Mstep: Class 16 contains 20654 members 
Mstep: Class 17 contains 4104 members 
Mstep: Class 19 contains 1545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35581036.000000 Penalty: 8453.491211
Iteration 23Q: 15 clusters Score -3.558104e+07 nChanged 21824
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 5 contains 17588 members 
Mstep: Class 6 contains 8451 members 
Mstep: Class 7 contains 1518 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 15137 members 
Mstep: Class 10 contains 218167 members 
Mstep: Class 13 contains 105662 members 
Mstep: Class 14 contains 173182 members 
Mstep: Class 16 contains 20645 members 
Mstep: Class 17 contains 3944 members 
Mstep: Class 19 contains 1517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35589164.000000 Penalty: 8453.491211
Iteration 24Q: 15 clusters Score -3.558916e+07 nChanged 20849
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 298 members 
Mstep: Class 5 contains 18523 members 
Mstep: Class 6 contains 8423 members 
Mstep: Class 7 contains 1555 members 
Mstep: Class 8 contains 738 members 
Mstep: Class 9 contains 15444 members 
Mstep: Class 10 contains 207996 members 
Mstep: Class 13 contains 104206 members 
Mstep: Class 14 contains 183135 members 
Mstep: Class 16 contains 20621 members 
Mstep: Class 17 contains 3799 members 
Mstep: Class 19 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35591424.000000 Penalty: 8453.491211
Iteration 25Q: 15 clusters Score -3.559142e+07 nChanged 15869
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 297 members 
Mstep: Class 5 contains 19566 members 
Mstep: Class 6 contains 8472 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 688 members 
Mstep: Class 9 contains 15699 members 
Mstep: Class 10 contains 202890 members 
Mstep: Class 13 contains 103189 members 
Mstep: Class 14 contains 187327 members 
Mstep: Class 16 contains 20607 members 
Mstep: Class 17 contains 3659 members 
Mstep: Class 19 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35593328.000000 Penalty: 8453.491211
Iteration 26Q: 15 clusters Score -3.559333e+07 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 297 members 
Mstep: Class 5 contains 20782 members 
Mstep: Class 6 contains 8578 members 
Mstep: Class 7 contains 1624 members 
Mstep: Class 8 contains 649 members 
Mstep: Class 9 contains 15885 members 
Mstep: Class 10 contains 200777 members 
Mstep: Class 13 contains 102268 members 
Mstep: Class 14 contains 188131 members 
Mstep: Class 16 contains 20598 members 
Mstep: Class 17 contains 3554 members 
Mstep: Class 19 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35596416.000000 Penalty: 8453.491211
Iteration 27Q: 15 clusters Score -3.559642e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 296 members 
Mstep: Class 5 contains 22117 members 
Mstep: Class 6 contains 8775 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 614 members 
Mstep: Class 9 contains 16069 members 
Mstep: Class 10 contains 199377 members 
Mstep: Class 13 contains 101075 members 
Mstep: Class 14 contains 188180 members 
Mstep: Class 16 contains 20582 members 
Mstep: Class 17 contains 3454 members 
Mstep: Class 19 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35599660.000000 Penalty: 8453.491211
Iteration 28Q: 15 clusters Score -3.559966e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 296 members 
Mstep: Class 5 contains 23628 members 
Mstep: Class 6 contains 9020 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 576 members 
Mstep: Class 9 contains 16240 members 
Mstep: Class 10 contains 198153 members 
Mstep: Class 13 contains 99652 members 
Mstep: Class 14 contains 187949 members 
Mstep: Class 16 contains 20563 members 
Mstep: Class 17 contains 3341 members 
Mstep: Class 19 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35603244.000000 Penalty: 8453.491211
Iteration 29Q: 15 clusters Score -3.560324e+07 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 299 members 
Mstep: Class 5 contains 25256 members 
Mstep: Class 6 contains 9371 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 16372 members 
Mstep: Class 10 contains 196965 members 
Mstep: Class 13 contains 98123 members 
Mstep: Class 14 contains 187519 members 
Mstep: Class 16 contains 20545 members 
Mstep: Class 17 contains 3245 members 
Mstep: Class 19 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35607336.000000 Penalty: 8453.491211
Iteration 30Q: 15 clusters Score -3.560734e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 299 members 
Mstep: Class 5 contains 26939 members 
Mstep: Class 6 contains 9793 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 524 members 
Mstep: Class 9 contains 16502 members 
Mstep: Class 10 contains 195886 members 
Mstep: Class 13 contains 96831 members 
Mstep: Class 14 contains 186732 members 
Mstep: Class 16 contains 20513 members 
Mstep: Class 17 contains 3157 members 
Mstep: Class 19 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35611684.000000 Penalty: 8453.491211
Iteration 31Q: 15 clusters Score -3.561168e+07 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 5 contains 28630 members 
Mstep: Class 6 contains 10233 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 16647 members 
Mstep: Class 10 contains 194783 members 
Mstep: Class 13 contains 95869 members 
Mstep: Class 14 contains 185684 members 
Mstep: Class 16 contains 20467 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 19 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35616984.000000 Penalty: 8453.491211
Iteration 32Q: 15 clusters Score -3.561698e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 30246 members 
Mstep: Class 6 contains 10625 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 502 members 
Mstep: Class 9 contains 16794 members 
Mstep: Class 10 contains 193513 members 
Mstep: Class 13 contains 95412 members 
Mstep: Class 14 contains 184547 members 
Mstep: Class 16 contains 20434 members 
Mstep: Class 17 contains 2959 members 
Mstep: Class 19 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35621948.000000 Penalty: 8453.491211
Iteration 33Q: 15 clusters Score -3.562195e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 31690 members 
Mstep: Class 6 contains 10915 members 
Mstep: Class 7 contains 2516 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 16911 members 
Mstep: Class 10 contains 192192 members 
Mstep: Class 13 contains 95703 members 
Mstep: Class 14 contains 183172 members 
Mstep: Class 16 contains 20416 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 19 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 597.671692 but Gain 603.820801
Score: -35626684.000000 Penalty: 7849.670410
Iteration 34Q: 14 clusters Score -3.562668e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 307 members 
Mstep: Class 5 contains 32955 members 
Mstep: Class 6 contains 11183 members 
Mstep: Class 7 contains 2693 members 
Mstep: Class 9 contains 17038 members 
Mstep: Class 10 contains 190916 members 
Mstep: Class 13 contains 96558 members 
Mstep: Class 14 contains 181604 members 
Mstep: Class 16 contains 20490 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 19 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35632096.000000 Penalty: 7849.670410
Iteration 35Q: 14 clusters Score -3.56321e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 307 members 
Mstep: Class 5 contains 34094 members 
Mstep: Class 6 contains 11310 members 
Mstep: Class 7 contains 2878 members 
Mstep: Class 9 contains 17069 members 
Mstep: Class 10 contains 189672 members 
Mstep: Class 13 contains 97915 members 
Mstep: Class 14 contains 179881 members 
Mstep: Class 16 contains 20461 members 
Mstep: Class 17 contains 2719 members 
Mstep: Class 19 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35636056.000000 Penalty: 7849.670410
Iteration 36Q: 14 clusters Score -3.563606e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 5 contains 35061 members 
Mstep: Class 6 contains 11368 members 
Mstep: Class 7 contains 3077 members 
Mstep: Class 9 contains 17098 members 
Mstep: Class 10 contains 188577 members 
Mstep: Class 13 contains 99593 members 
Mstep: Class 14 contains 178037 members 
Mstep: Class 16 contains 20420 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 19 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35639448.000000 Penalty: 7849.670410
Iteration 37Q: 14 clusters Score -3.563945e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 5 contains 35905 members 
Mstep: Class 6 contains 11391 members 
Mstep: Class 7 contains 3251 members 
Mstep: Class 9 contains 17109 members 
Mstep: Class 10 contains 187586 members 
Mstep: Class 13 contains 101599 members 
Mstep: Class 14 contains 176038 members 
Mstep: Class 16 contains 20366 members 
Mstep: Class 17 contains 2607 members 
Mstep: Class 19 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35642636.000000 Penalty: 7849.670410
Iteration 38Q: 14 clusters Score -3.564264e+07 nChanged 5923
Entering ConstructFrom: 
Score: -35642636.000000 Penalty: 7849.670410
Entering ConstructFrom: 
Trying to split cluster 1 (20740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Entering Unmasked Estep 
Score: -1266636.000000 Penalty: 452.261780
	Iteration 0F: 2 clusters Score -1266636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1252897.125000 Penalty: 904.523560
	Iteration 0F: 3 clusters Score -1252897 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1258664.750000 Penalty: 904.523560
	Iteration 1F: 3 clusters Score -1258665 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1259245.875000 Penalty: 904.523560
	Iteration 2F: 3 clusters Score -1259246 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1259975.750000 Penalty: 904.523560
	Iteration 3F: 3 clusters Score -1259976 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1260956.500000 Penalty: 904.523560
	Iteration 4F: 3 clusters Score -1260956 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1262152.250000 Penalty: 904.523560
	Iteration 5F: 3 clusters Score -1262152 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1263341.750000 Penalty: 904.523560
	Iteration 6F: 3 clusters Score -1263342 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1264267.000000 Penalty: 904.523560
	Iteration 7F: 3 clusters Score -1264267 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1264853.750000 Penalty: 904.523560
	Iteration 8Q: 3 clusters Score -1264854 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1265245.750000 Penalty: 904.523560
	Iteration 9Q: 3 clusters Score -1265246 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1265509.125000 Penalty: 904.523560
	Iteration 10Q: 3 clusters Score -1265509 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1265691.125000 Penalty: 904.523560
	Iteration 11Q: 3 clusters Score -1265691 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1265842.875000 Penalty: 904.523560
	Iteration 12Q: 3 clusters Score -1265843 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1265973.250000 Penalty: 904.523560
	Iteration 13Q: 3 clusters Score -1265973 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1266067.750000 Penalty: 904.523560
	Iteration 14Q: 3 clusters Score -1266068 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1266122.000000 Penalty: 904.523560
	Iteration 15Q: 3 clusters Score -1266122 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1266160.000000 Penalty: 904.523560
	Iteration 16Q: 3 clusters Score -1266160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1266184.500000 Penalty: 904.523560
	Iteration 17Q: 3 clusters Score -1266184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1266208.875000 Penalty: 904.523560
	Iteration 18Q: 3 clusters Score -1266209 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1266236.875000 Penalty: 904.523560
	Iteration 19Q: 3 clusters Score -1266237 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1266265.625000 Penalty: 904.523560
	Iteration 20F: 3 clusters Score -1266266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1266290.500000 Penalty: 904.523560
	Iteration 21Q: 3 clusters Score -1266290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1266304.250000 Penalty: 904.523560
	Iteration 22Q: 3 clusters Score -1266304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1266316.250000 Penalty: 904.523560
	Iteration 23Q: 3 clusters Score -1266316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1266320.125000 Penalty: 904.523560
	Iteration 24Q: 3 clusters Score -1266320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1266327.125000 Penalty: 904.523560
	Iteration 25Q: 3 clusters Score -1266327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1266331.500000 Penalty: 904.523560
	Iteration 26Q: 3 clusters Score -1266332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1266334.375000 Penalty: 904.523560
	Iteration 27Q: 3 clusters Score -1266334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1266335.000000 Penalty: 904.523560
	Iteration 28Q: 3 clusters Score -1266335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1266337.000000 Penalty: 904.523560
	Iteration 29Q: 3 clusters Score -1266337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1266338.875000 Penalty: 904.523560
	Iteration 30Q: 3 clusters Score -1266339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1266338.750000 Penalty: 904.523560
	Iteration 31Q: 3 clusters Score -1266339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1266337.375000 Penalty: 904.523560
	Iteration 32Q: 3 clusters Score -1266337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1266340.750000 Penalty: 904.523560
	Iteration 33Q: 3 clusters Score -1266341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1266346.750000 Penalty: 904.523560
	Iteration 34Q: 3 clusters Score -1266347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1266346.625000 Penalty: 904.523560
	Iteration 35Q: 3 clusters Score -1266347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1266345.750000 Penalty: 904.523560
	Iteration 36Q: 3 clusters Score -1266346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1266349.125000 Penalty: 904.523560
	Iteration 37Q: 3 clusters Score -1266349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1266351.250000 Penalty: 904.523560
	Iteration 38Q: 3 clusters Score -1266351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1266354.625000 Penalty: 904.523560
	Iteration 39Q: 3 clusters Score -1266355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1266355.875000 Penalty: 904.523560
	Iteration 40F: 3 clusters Score -1266356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Entering Unmasked Estep 
Score: -68067.765625 Penalty: 327.312714
	Iteration 0F: 2 clusters Score -68067.77 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 666 members 
Entering Unmasked Estep 
Score: -67035.593750 Penalty: 654.625427
	Iteration 0F: 3 clusters Score -67035.59 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -67575.570312 Penalty: 654.625427
	Iteration 1F: 3 clusters Score -67575.57 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -67927.093750 Penalty: 654.625427
	Iteration 2F: 3 clusters Score -67927.09 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -68368.500000 Penalty: 654.625427
	Iteration 3F: 3 clusters Score -68368.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -68693.914062 Penalty: 654.625427
	Iteration 4F: 3 clusters Score -68693.91 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -68864.218750 Penalty: 654.625427
	Iteration 5F: 3 clusters Score -68864.22 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -69015.734375 Penalty: 654.625427
	Iteration 6F: 3 clusters Score -69015.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -69128.851562 Penalty: 654.625427
	Iteration 7Q: 3 clusters Score -69128.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -69231.140625 Penalty: 654.625427
	Iteration 8Q: 3 clusters Score -69231.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -69327.171875 Penalty: 654.625427
	Iteration 9Q: 3 clusters Score -69327.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -69347.312500 Penalty: 654.625427
	Iteration 10Q: 3 clusters Score -69347.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -69373.398438 Penalty: 654.625427
	Iteration 11Q: 3 clusters Score -69373.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -69431.507812 Penalty: 654.625427
	Iteration 12Q: 3 clusters Score -69431.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -69567.289062 Penalty: 654.625427
	Iteration 13Q: 3 clusters Score -69567.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -69719.257812 Penalty: 654.625427
	Iteration 14Q: 3 clusters Score -69719.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -69744.343750 Penalty: 654.625427
	Iteration 15Q: 3 clusters Score -69744.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -69757.390625 Penalty: 654.625427
	Iteration 16F: 3 clusters Score -69757.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -69760.117188 Penalty: 654.625427
	Iteration 17Q: 3 clusters Score -69760.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -69760.117188 Penalty: 654.625427
	Iteration 18F: 3 clusters Score -69760.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 309 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 36646 members 
Mstep: Class 6 contains 11348 members 
Mstep: Class 7 contains 3416 members 
Mstep: Class 9 contains 17124 members 
Mstep: Class 10 contains 186748 members 
Mstep: Class 13 contains 103758 members 
Mstep: Class 14 contains 173973 members 
Mstep: Class 16 contains 20316 members 
Mstep: Class 17 contains 2558 members 
Mstep: Class 19 contains 1532 members 
Entering Unmasked Estep 
Score: -35646260.000000 Penalty: 8453.491211
Splitting cluster 2 changes total score from -35642636.000000 to -35646260.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -17685.287109 Penalty: 260.867035
	Iteration 0F: 2 clusters Score -17685.29 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 155 members 
Entering Unmasked Estep 
Score: -17339.037109 Penalty: 521.734070
	Iteration 0F: 3 clusters Score -17339.04 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17434.591797 Penalty: 521.734070
	Iteration 1F: 3 clusters Score -17434.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17474.720703 Penalty: 521.734070
	Iteration 2F: 3 clusters Score -17474.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17496.505859 Penalty: 521.734070
	Iteration 3F: 3 clusters Score -17496.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17531.667969 Penalty: 521.734070
	Iteration 4Q: 3 clusters Score -17531.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17556.421875 Penalty: 521.734070
	Iteration 5Q: 3 clusters Score -17556.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17587.400391 Penalty: 521.734070
	Iteration 6F: 3 clusters Score -17587.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17613.636719 Penalty: 521.734070
	Iteration 7F: 3 clusters Score -17613.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17631.232422 Penalty: 521.734070
	Iteration 8Q: 3 clusters Score -17631.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17638.167969 Penalty: 521.734070
	Iteration 9Q: 3 clusters Score -17638.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17646.970703 Penalty: 521.734070
	Iteration 10Q: 3 clusters Score -17646.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17655.070312 Penalty: 521.734070
	Iteration 11Q: 3 clusters Score -17655.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17675.515625 Penalty: 521.734070
	Iteration 12Q: 3 clusters Score -17675.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17684.308594 Penalty: 521.734070
	Iteration 13Q: 3 clusters Score -17684.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17693.564453 Penalty: 521.734070
	Iteration 14Q: 3 clusters Score -17693.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17710.250000 Penalty: 521.734070
	Iteration 15Q: 3 clusters Score -17710.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17755.933594 Penalty: 521.734070
	Iteration 16Q: 3 clusters Score -17755.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17794.533203 Penalty: 521.734070
	Iteration 17Q: 3 clusters Score -17794.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17796.169922 Penalty: 521.734070
	Iteration 18Q: 3 clusters Score -17796.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17796.169922 Penalty: 521.734070
	Iteration 19F: 3 clusters Score -17796.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 121 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 36646 members 
Mstep: Class 6 contains 11348 members 
Mstep: Class 7 contains 3416 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 17124 members 
Mstep: Class 10 contains 186748 members 
Mstep: Class 13 contains 103758 members 
Mstep: Class 14 contains 173973 members 
Mstep: Class 16 contains 20316 members 
Mstep: Class 17 contains 2558 members 
Mstep: Class 19 contains 1532 members 
Entering Unmasked Estep 
Score: -35646060.000000 Penalty: 9057.312500
Splitting cluster 3 changes total score from -35642636.000000 to -35646060.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 5 (36646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Entering Unmasked Estep 
Score: -2186515.000000 Penalty: 478.162231
	Iteration 0F: 2 clusters Score -2186515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -2161988.750000 Penalty: 956.324463
	Iteration 0F: 3 clusters Score -2161989 nChanged 17726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2172891.000000 Penalty: 956.324463
	Iteration 1F: 3 clusters Score -2172891 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2173942.250000 Penalty: 956.324463
	Iteration 2F: 3 clusters Score -2173942 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2175629.500000 Penalty: 956.324463
	Iteration 3F: 3 clusters Score -2175630 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2178072.250000 Penalty: 956.324463
	Iteration 4F: 3 clusters Score -2178072 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2180574.250000 Penalty: 956.324463
	Iteration 5F: 3 clusters Score -2180574 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2182225.250000 Penalty: 956.324463
	Iteration 6F: 3 clusters Score -2182225 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2183180.250000 Penalty: 956.324463
	Iteration 7Q: 3 clusters Score -2183180 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2183729.000000 Penalty: 956.324463
	Iteration 8Q: 3 clusters Score -2183729 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2184147.250000 Penalty: 956.324463
	Iteration 9Q: 3 clusters Score -2184147 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2184437.000000 Penalty: 956.324463
	Iteration 10Q: 3 clusters Score -2184437 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2184682.750000 Penalty: 956.324463
	Iteration 11Q: 3 clusters Score -2184683 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2184889.750000 Penalty: 956.324463
	Iteration 12Q: 3 clusters Score -2184890 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2185098.250000 Penalty: 956.324463
	Iteration 13Q: 3 clusters Score -2185098 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2185253.500000 Penalty: 956.324463
	Iteration 14Q: 3 clusters Score -2185254 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2185364.750000 Penalty: 956.324463
	Iteration 15Q: 3 clusters Score -2185365 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2185493.000000 Penalty: 956.324463
	Iteration 16Q: 3 clusters Score -2185493 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2185597.500000 Penalty: 956.324463
	Iteration 17Q: 3 clusters Score -2185598 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2185666.500000 Penalty: 956.324463
	Iteration 18Q: 3 clusters Score -2185666 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2185735.500000 Penalty: 956.324463
	Iteration 19Q: 3 clusters Score -2185736 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2185795.750000 Penalty: 956.324463
	Iteration 20F: 3 clusters Score -2185796 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2185836.250000 Penalty: 956.324463
	Iteration 21Q: 3 clusters Score -2185836 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2185881.250000 Penalty: 956.324463
	Iteration 22Q: 3 clusters Score -2185881 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2185929.250000 Penalty: 956.324463
	Iteration 23Q: 3 clusters Score -2185929 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2185965.500000 Penalty: 956.324463
	Iteration 24Q: 3 clusters Score -2185966 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2185987.250000 Penalty: 956.324463
	Iteration 25Q: 3 clusters Score -2185987 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2186008.250000 Penalty: 956.324463
	Iteration 26Q: 3 clusters Score -2186008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2186037.250000 Penalty: 956.324463
	Iteration 27Q: 3 clusters Score -2186037 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2186054.250000 Penalty: 956.324463
	Iteration 28Q: 3 clusters Score -2186054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2186066.250000 Penalty: 956.324463
	Iteration 29Q: 3 clusters Score -2186066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2186085.750000 Penalty: 956.324463
	Iteration 30Q: 3 clusters Score -2186086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2186099.000000 Penalty: 956.324463
	Iteration 31Q: 3 clusters Score -2186099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2186106.000000 Penalty: 956.324463
	Iteration 32Q: 3 clusters Score -2186106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2186114.500000 Penalty: 956.324463
	Iteration 33Q: 3 clusters Score -2186114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2186118.750000 Penalty: 956.324463
	Iteration 34Q: 3 clusters Score -2186119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2186118.500000 Penalty: 956.324463
	Iteration 35Q: 3 clusters Score -2186118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2186124.000000 Penalty: 956.324463
	Iteration 36Q: 3 clusters Score -2186124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2186128.000000 Penalty: 956.324463
	Iteration 37Q: 3 clusters Score -2186128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2186130.500000 Penalty: 956.324463
	Iteration 38Q: 3 clusters Score -2186130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2186131.250000 Penalty: 956.324463
	Iteration 39Q: 3 clusters Score -2186131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2186133.000000 Penalty: 956.324463
	Iteration 40F: 3 clusters Score -2186133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2186131.000000 Penalty: 956.324463
	Iteration 41Q: 3 clusters Score -2186131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2186131.000000 Penalty: 956.324463
	Iteration 42F: 3 clusters Score -2186131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Entering Unmasked Estep 
Score: -693175.812500 Penalty: 424.824249
	Iteration 0F: 2 clusters Score -693175.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -685708.937500 Penalty: 849.648499
	Iteration 0F: 3 clusters Score -685708.9 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -688695.687500 Penalty: 849.648499
	Iteration 1F: 3 clusters Score -688695.7 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -689032.375000 Penalty: 849.648499
	Iteration 2F: 3 clusters Score -689032.4 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -689533.437500 Penalty: 849.648499
	Iteration 3F: 3 clusters Score -689533.4 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -690221.750000 Penalty: 849.648499
	Iteration 4F: 3 clusters Score -690221.8 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -691075.625000 Penalty: 849.648499
	Iteration 5F: 3 clusters Score -691075.6 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -691776.937500 Penalty: 849.648499
	Iteration 6F: 3 clusters Score -691776.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -692138.062500 Penalty: 849.648499
	Iteration 7Q: 3 clusters Score -692138.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -692291.875000 Penalty: 849.648499
	Iteration 8Q: 3 clusters Score -692291.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -692390.375000 Penalty: 849.648499
	Iteration 9Q: 3 clusters Score -692390.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -692452.125000 Penalty: 849.648499
	Iteration 10Q: 3 clusters Score -692452.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -692506.125000 Penalty: 849.648499
	Iteration 11Q: 3 clusters Score -692506.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -692556.000000 Penalty: 849.648499
	Iteration 12Q: 3 clusters Score -692556 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -692586.250000 Penalty: 849.648499
	Iteration 13Q: 3 clusters Score -692586.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -692609.250000 Penalty: 849.648499
	Iteration 14Q: 3 clusters Score -692609.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -692632.125000 Penalty: 849.648499
	Iteration 15Q: 3 clusters Score -692632.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -692647.812500 Penalty: 849.648499
	Iteration 16Q: 3 clusters Score -692647.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -692659.750000 Penalty: 849.648499
	Iteration 17Q: 3 clusters Score -692659.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -692678.500000 Penalty: 849.648499
	Iteration 18Q: 3 clusters Score -692678.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -692699.500000 Penalty: 849.648499
	Iteration 19Q: 3 clusters Score -692699.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -692715.625000 Penalty: 849.648499
	Iteration 20F: 3 clusters Score -692715.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -692727.125000 Penalty: 849.648499
	Iteration 21Q: 3 clusters Score -692727.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -692740.125000 Penalty: 849.648499
	Iteration 22Q: 3 clusters Score -692740.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -692754.437500 Penalty: 849.648499
	Iteration 23Q: 3 clusters Score -692754.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -692765.625000 Penalty: 849.648499
	Iteration 24Q: 3 clusters Score -692765.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -692776.312500 Penalty: 849.648499
	Iteration 25Q: 3 clusters Score -692776.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -692783.375000 Penalty: 849.648499
	Iteration 26Q: 3 clusters Score -692783.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -692791.687500 Penalty: 849.648499
	Iteration 27Q: 3 clusters Score -692791.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -692806.062500 Penalty: 849.648499
	Iteration 28Q: 3 clusters Score -692806.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -692818.500000 Penalty: 849.648499
	Iteration 29Q: 3 clusters Score -692818.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -692830.812500 Penalty: 849.648499
	Iteration 30Q: 3 clusters Score -692830.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -692838.125000 Penalty: 849.648499
	Iteration 31Q: 3 clusters Score -692838.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -692848.375000 Penalty: 849.648499
	Iteration 32Q: 3 clusters Score -692848.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -692858.750000 Penalty: 849.648499
	Iteration 33Q: 3 clusters Score -692858.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -692863.562500 Penalty: 849.648499
	Iteration 34Q: 3 clusters Score -692863.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -692868.375000 Penalty: 849.648499
	Iteration 35Q: 3 clusters Score -692868.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -692873.875000 Penalty: 849.648499
	Iteration 36Q: 3 clusters Score -692873.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -692877.937500 Penalty: 849.648499
	Iteration 37Q: 3 clusters Score -692877.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -692884.500000 Penalty: 849.648499
	Iteration 38Q: 3 clusters Score -692884.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -692891.937500 Penalty: 849.648499
	Iteration 39Q: 3 clusters Score -692891.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -692899.875000 Penalty: 849.648499
	Iteration 40F: 3 clusters Score -692899.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -692908.750000 Penalty: 849.648499
	Iteration 41Q: 3 clusters Score -692908.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -692916.500000 Penalty: 849.648499
	Iteration 42Q: 3 clusters Score -692916.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -692925.250000 Penalty: 849.648499
	Iteration 43Q: 3 clusters Score -692925.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -692939.375000 Penalty: 849.648499
	Iteration 44Q: 3 clusters Score -692939.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -692949.812500 Penalty: 849.648499
	Iteration 45Q: 3 clusters Score -692949.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -692957.187500 Penalty: 849.648499
	Iteration 46Q: 3 clusters Score -692957.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -692964.812500 Penalty: 849.648499
	Iteration 47Q: 3 clusters Score -692964.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -692969.312500 Penalty: 849.648499
	Iteration 48Q: 3 clusters Score -692969.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -692973.125000 Penalty: 849.648499
	Iteration 49Q: 3 clusters Score -692973.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -692978.687500 Penalty: 849.648499
	Iteration 50Q: 3 clusters Score -692978.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -692984.687500 Penalty: 849.648499
	Iteration 51Q: 3 clusters Score -692984.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -692989.062500 Penalty: 849.648499
	Iteration 52Q: 3 clusters Score -692989.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -692993.812500 Penalty: 849.648499
	Iteration 53Q: 3 clusters Score -692993.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -693000.187500 Penalty: 849.648499
	Iteration 54Q: 3 clusters Score -693000.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -693002.250000 Penalty: 849.648499
	Iteration 55Q: 3 clusters Score -693002.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -693004.187500 Penalty: 849.648499
	Iteration 56Q: 3 clusters Score -693004.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -693007.437500 Penalty: 849.648499
	Iteration 57Q: 3 clusters Score -693007.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -693007.812500 Penalty: 849.648499
	Iteration 58Q: 3 clusters Score -693007.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -693008.875000 Penalty: 849.648499
	Iteration 59Q: 3 clusters Score -693008.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -693010.437500 Penalty: 849.648499
	Iteration 60F: 3 clusters Score -693010.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -693010.625000 Penalty: 849.648499
	Iteration 61Q: 3 clusters Score -693010.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -693012.625000 Penalty: 849.648499
	Iteration 62Q: 3 clusters Score -693012.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -693014.437500 Penalty: 849.648499
	Iteration 63Q: 3 clusters Score -693014.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -693013.062500 Penalty: 849.648499
	Iteration 64Q: 3 clusters Score -693013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -693013.687500 Penalty: 849.648499
	Iteration 65Q: 3 clusters Score -693013.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -693013.812500 Penalty: 849.648499
	Iteration 66Q: 3 clusters Score -693013.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -693013.812500 Penalty: 849.648499
	Iteration 67F: 3 clusters Score -693013.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Entering Unmasked Estep 
Score: -192720.093750 Penalty: 370.198273
	Iteration 0F: 2 clusters Score -192720.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -190389.484375 Penalty: 740.396545
	Iteration 0F: 3 clusters Score -190389.5 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -191225.546875 Penalty: 740.396545
	Iteration 1F: 3 clusters Score -191225.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -191312.328125 Penalty: 740.396545
	Iteration 2F: 3 clusters Score -191312.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -191419.609375 Penalty: 740.396545
	Iteration 3F: 3 clusters Score -191419.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -191547.500000 Penalty: 740.396545
	Iteration 4F: 3 clusters Score -191547.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -191709.437500 Penalty: 740.396545
	Iteration 5F: 3 clusters Score -191709.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -191899.843750 Penalty: 740.396545
	Iteration 6F: 3 clusters Score -191899.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -192094.640625 Penalty: 740.396545
	Iteration 7F: 3 clusters Score -192094.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -192232.875000 Penalty: 740.396545
	Iteration 8Q: 3 clusters Score -192232.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -192336.984375 Penalty: 740.396545
	Iteration 9Q: 3 clusters Score -192337 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -192405.875000 Penalty: 740.396545
	Iteration 10Q: 3 clusters Score -192405.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -192453.843750 Penalty: 740.396545
	Iteration 11Q: 3 clusters Score -192453.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -192482.125000 Penalty: 740.396545
	Iteration 12Q: 3 clusters Score -192482.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -192497.750000 Penalty: 740.396545
	Iteration 13Q: 3 clusters Score -192497.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -192515.531250 Penalty: 740.396545
	Iteration 14Q: 3 clusters Score -192515.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -192521.750000 Penalty: 740.396545
	Iteration 15Q: 3 clusters Score -192521.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -192530.562500 Penalty: 740.396545
	Iteration 16Q: 3 clusters Score -192530.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -192532.000000 Penalty: 740.396545
	Iteration 17Q: 3 clusters Score -192532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -192532.343750 Penalty: 740.396545
	Iteration 18Q: 3 clusters Score -192532.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -192532.343750 Penalty: 740.396545
	Iteration 19F: 3 clusters Score -192532.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Entering Unmasked Estep 
Score: -1067642.000000 Penalty: 443.544769
	Iteration 0F: 2 clusters Score -1067642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1056288.625000 Penalty: 887.089539
	Iteration 0F: 3 clusters Score -1056289 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1061011.375000 Penalty: 887.089539
	Iteration 1F: 3 clusters Score -1061011 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1061377.375000 Penalty: 887.089539
	Iteration 2F: 3 clusters Score -1061377 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1061794.375000 Penalty: 887.089539
	Iteration 3F: 3 clusters Score -1061794 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1062273.750000 Penalty: 887.089539
	Iteration 4F: 3 clusters Score -1062274 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1062847.375000 Penalty: 887.089539
	Iteration 5F: 3 clusters Score -1062847 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1063444.375000 Penalty: 887.089539
	Iteration 6F: 3 clusters Score -1063444 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1063892.000000 Penalty: 887.089539
	Iteration 7Q: 3 clusters Score -1063892 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1064090.125000 Penalty: 887.089539
	Iteration 8Q: 3 clusters Score -1064090 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1064164.875000 Penalty: 887.089539
	Iteration 9Q: 3 clusters Score -1064165 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1064189.375000 Penalty: 887.089539
	Iteration 10Q: 3 clusters Score -1064189 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1064201.500000 Penalty: 887.089539
	Iteration 11Q: 3 clusters Score -1064202 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1064211.875000 Penalty: 887.089539
	Iteration 12Q: 3 clusters Score -1064212 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1064216.375000 Penalty: 887.089539
	Iteration 13Q: 3 clusters Score -1064216 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1064222.000000 Penalty: 887.089539
	Iteration 14Q: 3 clusters Score -1064222 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1064235.625000 Penalty: 887.089539
	Iteration 15Q: 3 clusters Score -1064236 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1064246.500000 Penalty: 887.089539
	Iteration 16Q: 3 clusters Score -1064246 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1064262.250000 Penalty: 887.089539
	Iteration 17Q: 3 clusters Score -1064262 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1064272.750000 Penalty: 887.089539
	Iteration 18Q: 3 clusters Score -1064273 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1064293.000000 Penalty: 887.089539
	Iteration 19Q: 3 clusters Score -1064293 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1064310.375000 Penalty: 887.089539
	Iteration 20F: 3 clusters Score -1064310 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1064327.500000 Penalty: 887.089539
	Iteration 21Q: 3 clusters Score -1064328 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1064351.000000 Penalty: 887.089539
	Iteration 22Q: 3 clusters Score -1064351 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1064377.375000 Penalty: 887.089539
	Iteration 23Q: 3 clusters Score -1064377 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1064408.875000 Penalty: 887.089539
	Iteration 24Q: 3 clusters Score -1064409 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1064450.625000 Penalty: 887.089539
	Iteration 25Q: 3 clusters Score -1064451 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1064484.625000 Penalty: 887.089539
	Iteration 26Q: 3 clusters Score -1064485 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1064531.875000 Penalty: 887.089539
	Iteration 27Q: 3 clusters Score -1064532 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1064585.500000 Penalty: 887.089539
	Iteration 28Q: 3 clusters Score -1064586 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1064653.000000 Penalty: 887.089539
	Iteration 29Q: 3 clusters Score -1064653 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1064721.875000 Penalty: 887.089539
	Iteration 30Q: 3 clusters Score -1064722 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1064789.125000 Penalty: 887.089539
	Iteration 31Q: 3 clusters Score -1064789 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1064857.750000 Penalty: 887.089539
	Iteration 32Q: 3 clusters Score -1064858 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1064935.250000 Penalty: 887.089539
	Iteration 33Q: 3 clusters Score -1064935 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1065010.000000 Penalty: 887.089539
	Iteration 34Q: 3 clusters Score -1065010 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1065113.750000 Penalty: 887.089539
	Iteration 35Q: 3 clusters Score -1065114 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1065241.250000 Penalty: 887.089539
	Iteration 36Q: 3 clusters Score -1065241 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1065403.250000 Penalty: 887.089539
	Iteration 37Q: 3 clusters Score -1065403 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1065588.625000 Penalty: 887.089539
	Iteration 38Q: 3 clusters Score -1065589 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1065780.625000 Penalty: 887.089539
	Iteration 39Q: 3 clusters Score -1065781 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1066003.250000 Penalty: 887.089539
	Iteration 40F: 3 clusters Score -1066003 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1066237.500000 Penalty: 887.089539
	Iteration 41Q: 3 clusters Score -1066238 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1066458.000000 Penalty: 887.089539
	Iteration 42Q: 3 clusters Score -1066458 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1066666.250000 Penalty: 887.089539
	Iteration 43Q: 3 clusters Score -1066666 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1066863.000000 Penalty: 887.089539
	Iteration 44Q: 3 clusters Score -1066863 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1067026.875000 Penalty: 887.089539
	Iteration 45Q: 3 clusters Score -1067027 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1067133.000000 Penalty: 887.089539
	Iteration 46Q: 3 clusters Score -1067133 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1067202.000000 Penalty: 887.089539
	Iteration 47Q: 3 clusters Score -1067202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -1067241.000000 Penalty: 887.089539
	Iteration 48Q: 3 clusters Score -1067241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1067266.375000 Penalty: 887.089539
	Iteration 49Q: 3 clusters Score -1067266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -1067279.625000 Penalty: 887.089539
	Iteration 50Q: 3 clusters Score -1067280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1067285.250000 Penalty: 887.089539
	Iteration 51Q: 3 clusters Score -1067285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1067287.500000 Penalty: 887.089539
	Iteration 52Q: 3 clusters Score -1067288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1067289.375000 Penalty: 887.089539
	Iteration 53Q: 3 clusters Score -1067289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1067292.375000 Penalty: 887.089539
	Iteration 54F: 3 clusters Score -1067292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1067306.500000 Penalty: 887.089539
	Iteration 55Q: 3 clusters Score -1067306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1067314.250000 Penalty: 887.089539
	Iteration 56Q: 3 clusters Score -1067314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -1067319.750000 Penalty: 887.089539
	Iteration 57Q: 3 clusters Score -1067320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1067321.875000 Penalty: 887.089539
	Iteration 58Q: 3 clusters Score -1067322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1067324.000000 Penalty: 887.089539
	Iteration 59Q: 3 clusters Score -1067324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1067330.250000 Penalty: 887.089539
	Iteration 60F: 3 clusters Score -1067330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1067333.875000 Penalty: 887.089539
	Iteration 61Q: 3 clusters Score -1067334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1067339.375000 Penalty: 887.089539
	Iteration 62Q: 3 clusters Score -1067339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1067350.375000 Penalty: 887.089539
	Iteration 63Q: 3 clusters Score -1067350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1067353.375000 Penalty: 887.089539
	Iteration 64Q: 3 clusters Score -1067353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1067354.500000 Penalty: 887.089539
	Iteration 65Q: 3 clusters Score -1067354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1067354.500000 Penalty: 887.089539
	Iteration 66Q: 3 clusters Score -1067354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1067354.500000 Penalty: 887.089539
	Iteration 67F: 3 clusters Score -1067354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (186748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186748 members 
Entering Unmasked Estep 
Score: -12059470.000000 Penalty: 552.256958
	Iteration 0F: 2 clusters Score -1.205947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93272 members 
Mstep: Class 2 contains 93476 members 
Entering Unmasked Estep 
Score: -12026285.000000 Penalty: 1104.513916
	Iteration 0F: 3 clusters Score -1.202628e+07 nChanged 91839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 115839 members 
Entering Unmasked Estep 
Score: -12082515.000000 Penalty: 1104.513916
	Iteration 1F: 3 clusters Score -1.208252e+07 nChanged 20285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 123400 members 
Entering Unmasked Estep 
Score: -12074689.000000 Penalty: 1104.513916
	Iteration 2F: 3 clusters Score -1.207469e+07 nChanged 14739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64649 members 
Mstep: Class 2 contains 122099 members 
Entering Unmasked Estep 
Score: -12076678.000000 Penalty: 1104.513916
	Iteration 3F: 3 clusters Score -1.207668e+07 nChanged 17133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72492 members 
Mstep: Class 2 contains 114256 members 
Entering Unmasked Estep 
Score: -12088410.000000 Penalty: 1104.513916
	Iteration 4F: 3 clusters Score -1.208841e+07 nChanged 19734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84362 members 
Mstep: Class 2 contains 102386 members 
Entering Unmasked Estep 
Score: -12105896.000000 Penalty: 1104.513916
	Iteration 5F: 3 clusters Score -1.21059e+07 nChanged 15827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95853 members 
Mstep: Class 2 contains 90895 members 
Entering Unmasked Estep 
Score: -12116232.000000 Penalty: 1104.513916
	Iteration 6F: 3 clusters Score -1.211623e+07 nChanged 13767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109114 members 
Mstep: Class 2 contains 77634 members 
Entering Unmasked Estep 
Score: -12117457.000000 Penalty: 1104.513916
	Iteration 7F: 3 clusters Score -1.211746e+07 nChanged 12619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120961 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -12112483.000000 Penalty: 1104.513916
	Iteration 8F: 3 clusters Score -1.211248e+07 nChanged 12571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129848 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -12108757.000000 Penalty: 1104.513916
	Iteration 9F: 3 clusters Score -1.210876e+07 nChanged 10503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134429 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -12106564.000000 Penalty: 1104.513916
	Iteration 10F: 3 clusters Score -1.210656e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136079 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -12105022.000000 Penalty: 1104.513916
	Iteration 11Q: 3 clusters Score -1.210502e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135772 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -12103819.000000 Penalty: 1104.513916
	Iteration 12Q: 3 clusters Score -1.210382e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134343 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -12103683.000000 Penalty: 1104.513916
	Iteration 13Q: 3 clusters Score -1.210368e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132215 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -12103740.000000 Penalty: 1104.513916
	Iteration 14Q: 3 clusters Score -1.210374e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129656 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -12104388.000000 Penalty: 1104.513916
	Iteration 15Q: 3 clusters Score -1.210439e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126910 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -12104840.000000 Penalty: 1104.513916
	Iteration 16Q: 3 clusters Score -1.210484e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124232 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -12106842.000000 Penalty: 1104.513916
	Iteration 17Q: 3 clusters Score -1.210684e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121763 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -12109209.000000 Penalty: 1104.513916
	Iteration 18Q: 3 clusters Score -1.210921e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119793 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -12111488.000000 Penalty: 1104.513916
	Iteration 19Q: 3 clusters Score -1.211149e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118421 members 
Mstep: Class 2 contains 68327 members 
Entering Unmasked Estep 
Score: -12114957.000000 Penalty: 1104.513916
	Iteration 20F: 3 clusters Score -1.211496e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115702 members 
Mstep: Class 2 contains 71046 members 
Entering Unmasked Estep 
Score: -12117328.000000 Penalty: 1104.513916
	Iteration 21Q: 3 clusters Score -1.211733e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113843 members 
Mstep: Class 2 contains 72905 members 
Entering Unmasked Estep 
Score: -12119407.000000 Penalty: 1104.513916
	Iteration 22Q: 3 clusters Score -1.211941e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112365 members 
Mstep: Class 2 contains 74383 members 
Entering Unmasked Estep 
Score: -12120819.000000 Penalty: 1104.513916
	Iteration 23Q: 3 clusters Score -1.212082e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111142 members 
Mstep: Class 2 contains 75606 members 
Entering Unmasked Estep 
Score: -12123118.000000 Penalty: 1104.513916
	Iteration 24Q: 3 clusters Score -1.212312e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109691 members 
Mstep: Class 2 contains 77057 members 
Entering Unmasked Estep 
Score: -12126701.000000 Penalty: 1104.513916
	Iteration 25Q: 3 clusters Score -1.21267e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107097 members 
Mstep: Class 2 contains 79651 members 
Entering Unmasked Estep 
Score: -12131578.000000 Penalty: 1104.513916
	Iteration 26Q: 3 clusters Score -1.213158e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 84994 members 
Entering Unmasked Estep 
Score: -12137777.000000 Penalty: 1104.513916
	Iteration 27Q: 3 clusters Score -1.213778e+07 nChanged 11976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89778 members 
Mstep: Class 2 contains 96970 members 
Entering Unmasked Estep 
Score: -12141602.000000 Penalty: 1104.513916
	Iteration 28F: 3 clusters Score -1.21416e+07 nChanged 13955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75823 members 
Mstep: Class 2 contains 110925 members 
Entering Unmasked Estep 
Score: -12137004.000000 Penalty: 1104.513916
	Iteration 29F: 3 clusters Score -1.2137e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72320 members 
Mstep: Class 2 contains 114428 members 
Entering Unmasked Estep 
Score: -12133385.000000 Penalty: 1104.513916
	Iteration 30Q: 3 clusters Score -1.213338e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71780 members 
Mstep: Class 2 contains 114968 members 
Entering Unmasked Estep 
Score: -12130965.000000 Penalty: 1104.513916
	Iteration 31Q: 3 clusters Score -1.213096e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 114056 members 
Entering Unmasked Estep 
Score: -12129691.000000 Penalty: 1104.513916
	Iteration 32Q: 3 clusters Score -1.212969e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74381 members 
Mstep: Class 2 contains 112367 members 
Entering Unmasked Estep 
Score: -12128955.000000 Penalty: 1104.513916
	Iteration 33Q: 3 clusters Score -1.212896e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76466 members 
Mstep: Class 2 contains 110282 members 
Entering Unmasked Estep 
Score: -12128586.000000 Penalty: 1104.513916
	Iteration 34Q: 3 clusters Score -1.212859e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78093 members 
Mstep: Class 2 contains 108655 members 
Entering Unmasked Estep 
Score: -12128186.000000 Penalty: 1104.513916
	Iteration 35Q: 3 clusters Score -1.212819e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79211 members 
Mstep: Class 2 contains 107537 members 
Entering Unmasked Estep 
Score: -12127945.000000 Penalty: 1104.513916
	Iteration 36Q: 3 clusters Score -1.212794e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80123 members 
Mstep: Class 2 contains 106625 members 
Entering Unmasked Estep 
Score: -12127480.000000 Penalty: 1104.513916
	Iteration 37Q: 3 clusters Score -1.212748e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80786 members 
Mstep: Class 2 contains 105962 members 
Entering Unmasked Estep 
Score: -12127057.000000 Penalty: 1104.513916
	Iteration 38Q: 3 clusters Score -1.212706e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81413 members 
Mstep: Class 2 contains 105335 members 
Entering Unmasked Estep 
Score: -12126751.000000 Penalty: 1104.513916
	Iteration 39Q: 3 clusters Score -1.212675e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82050 members 
Mstep: Class 2 contains 104698 members 
Entering Unmasked Estep 
Score: -12126455.000000 Penalty: 1104.513916
	Iteration 40F: 3 clusters Score -1.212646e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 104149 members 
Entering Unmasked Estep 
Score: -12126174.000000 Penalty: 1104.513916
	Iteration 41Q: 3 clusters Score -1.212617e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 103730 members 
Entering Unmasked Estep 
Score: -12125823.000000 Penalty: 1104.513916
	Iteration 42Q: 3 clusters Score -1.212582e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83398 members 
Mstep: Class 2 contains 103350 members 
Entering Unmasked Estep 
Score: -12125574.000000 Penalty: 1104.513916
	Iteration 43Q: 3 clusters Score -1.212557e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83787 members 
Mstep: Class 2 contains 102961 members 
Entering Unmasked Estep 
Score: -12125397.000000 Penalty: 1104.513916
	Iteration 44Q: 3 clusters Score -1.21254e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84186 members 
Mstep: Class 2 contains 102562 members 
Entering Unmasked Estep 
Score: -12125179.000000 Penalty: 1104.513916
	Iteration 45Q: 3 clusters Score -1.212518e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84551 members 
Mstep: Class 2 contains 102197 members 
Entering Unmasked Estep 
Score: -12125044.000000 Penalty: 1104.513916
	Iteration 46Q: 3 clusters Score -1.212504e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84896 members 
Mstep: Class 2 contains 101852 members 
Entering Unmasked Estep 
Score: -12124988.000000 Penalty: 1104.513916
	Iteration 47Q: 3 clusters Score -1.212499e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85265 members 
Mstep: Class 2 contains 101483 members 
Entering Unmasked Estep 
Score: -12124981.000000 Penalty: 1104.513916
	Iteration 48Q: 3 clusters Score -1.212498e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 101166 members 
Entering Unmasked Estep 
Score: -12124930.000000 Penalty: 1104.513916
	Iteration 49Q: 3 clusters Score -1.212493e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85898 members 
Mstep: Class 2 contains 100850 members 
Entering Unmasked Estep 
Score: -12124844.000000 Penalty: 1104.513916
	Iteration 50Q: 3 clusters Score -1.212484e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86148 members 
Mstep: Class 2 contains 100600 members 
Entering Unmasked Estep 
Score: -12124771.000000 Penalty: 1104.513916
	Iteration 51Q: 3 clusters Score -1.212477e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86402 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
Score: -12124823.000000 Penalty: 1104.513916
	Iteration 52Q: 3 clusters Score -1.212482e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86580 members 
Mstep: Class 2 contains 100168 members 
Entering Unmasked Estep 
Score: -12124793.000000 Penalty: 1104.513916
	Iteration 53Q: 3 clusters Score -1.212479e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86736 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -12124821.000000 Penalty: 1104.513916
	Iteration 54Q: 3 clusters Score -1.212482e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86919 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -12124824.000000 Penalty: 1104.513916
	Iteration 55Q: 3 clusters Score -1.212482e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87051 members 
Mstep: Class 2 contains 99697 members 
Entering Unmasked Estep 
Score: -12124875.000000 Penalty: 1104.513916
	Iteration 56Q: 3 clusters Score -1.212488e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87136 members 
Mstep: Class 2 contains 99612 members 
Entering Unmasked Estep 
Score: -12124895.000000 Penalty: 1104.513916
	Iteration 57Q: 3 clusters Score -1.21249e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87231 members 
Mstep: Class 2 contains 99517 members 
Entering Unmasked Estep 
Score: -12124926.000000 Penalty: 1104.513916
	Iteration 58Q: 3 clusters Score -1.212493e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87274 members 
Mstep: Class 2 contains 99474 members 
Entering Unmasked Estep 
Score: -12124967.000000 Penalty: 1104.513916
	Iteration 59Q: 3 clusters Score -1.212497e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87304 members 
Mstep: Class 2 contains 99444 members 
Entering Unmasked Estep 
Score: -12124955.000000 Penalty: 1104.513916
	Iteration 60F: 3 clusters Score -1.212496e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87286 members 
Mstep: Class 2 contains 99462 members 
Entering Unmasked Estep 
Score: -12124993.000000 Penalty: 1104.513916
	Iteration 61Q: 3 clusters Score -1.212499e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87249 members 
Mstep: Class 2 contains 99499 members 
Entering Unmasked Estep 
Score: -12125030.000000 Penalty: 1104.513916
	Iteration 62Q: 3 clusters Score -1.212503e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 99559 members 
Entering Unmasked Estep 
Score: -12125020.000000 Penalty: 1104.513916
	Iteration 63Q: 3 clusters Score -1.212502e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87114 members 
Mstep: Class 2 contains 99634 members 
Entering Unmasked Estep 
Score: -12125013.000000 Penalty: 1104.513916
	Iteration 64Q: 3 clusters Score -1.212501e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87048 members 
Mstep: Class 2 contains 99700 members 
Entering Unmasked Estep 
Score: -12125028.000000 Penalty: 1104.513916
	Iteration 65Q: 3 clusters Score -1.212503e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86965 members 
Mstep: Class 2 contains 99783 members 
Entering Unmasked Estep 
Score: -12125008.000000 Penalty: 1104.513916
	Iteration 66Q: 3 clusters Score -1.212501e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86920 members 
Mstep: Class 2 contains 99828 members 
Entering Unmasked Estep 
Score: -12124946.000000 Penalty: 1104.513916
	Iteration 67Q: 3 clusters Score -1.212495e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86895 members 
Mstep: Class 2 contains 99853 members 
Entering Unmasked Estep 
Score: -12124961.000000 Penalty: 1104.513916
	Iteration 68Q: 3 clusters Score -1.212496e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86864 members 
Mstep: Class 2 contains 99884 members 
Entering Unmasked Estep 
Score: -12124953.000000 Penalty: 1104.513916
	Iteration 69Q: 3 clusters Score -1.212495e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86850 members 
Mstep: Class 2 contains 99898 members 
Entering Unmasked Estep 
Score: -12124916.000000 Penalty: 1104.513916
	Iteration 70Q: 3 clusters Score -1.212492e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86815 members 
Mstep: Class 2 contains 99933 members 
Entering Unmasked Estep 
Score: -12124875.000000 Penalty: 1104.513916
	Iteration 71Q: 3 clusters Score -1.212488e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86782 members 
Mstep: Class 2 contains 99966 members 
Entering Unmasked Estep 
Score: -12124877.000000 Penalty: 1104.513916
	Iteration 72Q: 3 clusters Score -1.212488e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86754 members 
Mstep: Class 2 contains 99994 members 
Entering Unmasked Estep 
Score: -12124860.000000 Penalty: 1104.513916
	Iteration 73Q: 3 clusters Score -1.212486e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86723 members 
Mstep: Class 2 contains 100025 members 
Entering Unmasked Estep 
Score: -12124881.000000 Penalty: 1104.513916
	Iteration 74Q: 3 clusters Score -1.212488e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86684 members 
Mstep: Class 2 contains 100064 members 
Entering Unmasked Estep 
Score: -12124835.000000 Penalty: 1104.513916
	Iteration 75Q: 3 clusters Score -1.212484e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 100116 members 
Entering Unmasked Estep 
Score: -12124829.000000 Penalty: 1104.513916
	Iteration 76Q: 3 clusters Score -1.212483e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86610 members 
Mstep: Class 2 contains 100138 members 
Entering Unmasked Estep 
Score: -12124866.000000 Penalty: 1104.513916
	Iteration 77Q: 3 clusters Score -1.212487e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86586 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
Score: -12124873.000000 Penalty: 1104.513916
	Iteration 78Q: 3 clusters Score -1.212487e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86565 members 
Mstep: Class 2 contains 100183 members 
Entering Unmasked Estep 
Score: -12124835.000000 Penalty: 1104.513916
	Iteration 79Q: 3 clusters Score -1.212484e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86522 members 
Mstep: Class 2 contains 100226 members 
Entering Unmasked Estep 
Score: -12124827.000000 Penalty: 1104.513916
	Iteration 80F: 3 clusters Score -1.212483e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86468 members 
Mstep: Class 2 contains 100280 members 
Entering Unmasked Estep 
Score: -12124808.000000 Penalty: 1104.513916
	Iteration 81Q: 3 clusters Score -1.212481e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86444 members 
Mstep: Class 2 contains 100304 members 
Entering Unmasked Estep 
Score: -12124824.000000 Penalty: 1104.513916
	Iteration 82Q: 3 clusters Score -1.212482e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86440 members 
Mstep: Class 2 contains 100308 members 
Entering Unmasked Estep 
Score: -12124834.000000 Penalty: 1104.513916
	Iteration 83Q: 3 clusters Score -1.212483e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86426 members 
Mstep: Class 2 contains 100322 members 
Entering Unmasked Estep 
Score: -12124846.000000 Penalty: 1104.513916
	Iteration 84Q: 3 clusters Score -1.212485e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86405 members 
Mstep: Class 2 contains 100343 members 
Entering Unmasked Estep 
Score: -12124803.000000 Penalty: 1104.513916
	Iteration 85Q: 3 clusters Score -1.21248e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86375 members 
Mstep: Class 2 contains 100373 members 
Entering Unmasked Estep 
Score: -12124801.000000 Penalty: 1104.513916
	Iteration 86Q: 3 clusters Score -1.21248e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86351 members 
Mstep: Class 2 contains 100397 members 
Entering Unmasked Estep 
Score: -12124812.000000 Penalty: 1104.513916
	Iteration 87Q: 3 clusters Score -1.212481e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86363 members 
Mstep: Class 2 contains 100385 members 
Entering Unmasked Estep 
Score: -12124825.000000 Penalty: 1104.513916
	Iteration 88Q: 3 clusters Score -1.212482e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86362 members 
Mstep: Class 2 contains 100386 members 
Entering Unmasked Estep 
Score: -12124804.000000 Penalty: 1104.513916
	Iteration 89Q: 3 clusters Score -1.21248e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86365 members 
Mstep: Class 2 contains 100383 members 
Entering Unmasked Estep 
Score: -12124828.000000 Penalty: 1104.513916
	Iteration 90Q: 3 clusters Score -1.212483e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86353 members 
Mstep: Class 2 contains 100395 members 
Entering Unmasked Estep 
Score: -12124843.000000 Penalty: 1104.513916
	Iteration 91Q: 3 clusters Score -1.212484e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86338 members 
Mstep: Class 2 contains 100410 members 
Entering Unmasked Estep 
Score: -12124853.000000 Penalty: 1104.513916
	Iteration 92Q: 3 clusters Score -1.212485e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 100420 members 
Entering Unmasked Estep 
Score: -12124848.000000 Penalty: 1104.513916
	Iteration 93Q: 3 clusters Score -1.212485e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86326 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -12124877.000000 Penalty: 1104.513916
	Iteration 94Q: 3 clusters Score -1.212488e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86322 members 
Mstep: Class 2 contains 100426 members 
Entering Unmasked Estep 
Score: -12124905.000000 Penalty: 1104.513916
	Iteration 95Q: 3 clusters Score -1.21249e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86326 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -12124879.000000 Penalty: 1104.513916
	Iteration 96Q: 3 clusters Score -1.212488e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86335 members 
Mstep: Class 2 contains 100413 members 
Entering Unmasked Estep 
Score: -12124904.000000 Penalty: 1104.513916
	Iteration 97Q: 3 clusters Score -1.21249e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86329 members 
Mstep: Class 2 contains 100419 members 
Entering Unmasked Estep 
Score: -12124933.000000 Penalty: 1104.513916
	Iteration 98Q: 3 clusters Score -1.212493e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86334 members 
Mstep: Class 2 contains 100414 members 
Entering Unmasked Estep 
Score: -12124935.000000 Penalty: 1104.513916
	Iteration 99Q: 3 clusters Score -1.212494e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 100417 members 
Entering Unmasked Estep 
Score: -12124948.000000 Penalty: 1104.513916
	Iteration 100F: 3 clusters Score -1.212495e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86327 members 
Mstep: Class 2 contains 100421 members 
Entering Unmasked Estep 
Score: -12124967.000000 Penalty: 1104.513916
	Iteration 101Q: 3 clusters Score -1.212497e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 100440 members 
Entering Unmasked Estep 
Score: -12124967.000000 Penalty: 1104.513916
	Iteration 102Q: 3 clusters Score -1.212497e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86302 members 
Mstep: Class 2 contains 100446 members 
Entering Unmasked Estep 
Score: -12124977.000000 Penalty: 1104.513916
	Iteration 103Q: 3 clusters Score -1.212498e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86301 members 
Mstep: Class 2 contains 100447 members 
Entering Unmasked Estep 
Score: -12124976.000000 Penalty: 1104.513916
	Iteration 104Q: 3 clusters Score -1.212498e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86283 members 
Mstep: Class 2 contains 100465 members 
Entering Unmasked Estep 
Score: -12124984.000000 Penalty: 1104.513916
	Iteration 105Q: 3 clusters Score -1.212498e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86264 members 
Mstep: Class 2 contains 100484 members 
Entering Unmasked Estep 
Score: -12124971.000000 Penalty: 1104.513916
	Iteration 106Q: 3 clusters Score -1.212497e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86250 members 
Mstep: Class 2 contains 100498 members 
Entering Unmasked Estep 
Score: -12124990.000000 Penalty: 1104.513916
	Iteration 107Q: 3 clusters Score -1.212499e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86238 members 
Mstep: Class 2 contains 100510 members 
Entering Unmasked Estep 
Score: -12125004.000000 Penalty: 1104.513916
	Iteration 108Q: 3 clusters Score -1.2125e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86230 members 
Mstep: Class 2 contains 100518 members 
Entering Unmasked Estep 
Score: -12125034.000000 Penalty: 1104.513916
	Iteration 109Q: 3 clusters Score -1.212503e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86214 members 
Mstep: Class 2 contains 100534 members 
Entering Unmasked Estep 
Score: -12125038.000000 Penalty: 1104.513916
	Iteration 110Q: 3 clusters Score -1.212504e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 100546 members 
Entering Unmasked Estep 
Score: -12125054.000000 Penalty: 1104.513916
	Iteration 111Q: 3 clusters Score -1.212505e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86187 members 
Mstep: Class 2 contains 100561 members 
Entering Unmasked Estep 
Score: -12125098.000000 Penalty: 1104.513916
	Iteration 112Q: 3 clusters Score -1.21251e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 100581 members 
Entering Unmasked Estep 
Score: -12125133.000000 Penalty: 1104.513916
	Iteration 113Q: 3 clusters Score -1.212513e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86151 members 
Mstep: Class 2 contains 100597 members 
Entering Unmasked Estep 
Score: -12125154.000000 Penalty: 1104.513916
	Iteration 114Q: 3 clusters Score -1.212515e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 100610 members 
Entering Unmasked Estep 
Score: -12125155.000000 Penalty: 1104.513916
	Iteration 115Q: 3 clusters Score -1.212516e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 100631 members 
Entering Unmasked Estep 
Score: -12125168.000000 Penalty: 1104.513916
	Iteration 116Q: 3 clusters Score -1.212517e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86098 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -12125178.000000 Penalty: 1104.513916
	Iteration 117Q: 3 clusters Score -1.212518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86085 members 
Mstep: Class 2 contains 100663 members 
Entering Unmasked Estep 
Score: -12125169.000000 Penalty: 1104.513916
	Iteration 118Q: 3 clusters Score -1.212517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86077 members 
Mstep: Class 2 contains 100671 members 
Entering Unmasked Estep 
Score: -12125169.000000 Penalty: 1104.513916
	Iteration 119Q: 3 clusters Score -1.212517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86077 members 
Mstep: Class 2 contains 100671 members 
Entering Unmasked Estep 
Score: -12125160.000000 Penalty: 1104.513916
	Iteration 120F: 3 clusters Score -1.212516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86074 members 
Mstep: Class 2 contains 100674 members 
Entering Unmasked Estep 
Score: -12125166.000000 Penalty: 1104.513916
	Iteration 121Q: 3 clusters Score -1.212517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86071 members 
Mstep: Class 2 contains 100677 members 
Entering Unmasked Estep 
Score: -12125173.000000 Penalty: 1104.513916
	Iteration 122Q: 3 clusters Score -1.212517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86067 members 
Mstep: Class 2 contains 100681 members 
Entering Unmasked Estep 
Score: -12125167.000000 Penalty: 1104.513916
	Iteration 123Q: 3 clusters Score -1.212517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86058 members 
Mstep: Class 2 contains 100690 members 
Entering Unmasked Estep 
Score: -12125182.000000 Penalty: 1104.513916
	Iteration 124Q: 3 clusters Score -1.212518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86050 members 
Mstep: Class 2 contains 100698 members 
Entering Unmasked Estep 
Score: -12125174.000000 Penalty: 1104.513916
	Iteration 125Q: 3 clusters Score -1.212517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86047 members 
Mstep: Class 2 contains 100701 members 
Entering Unmasked Estep 
Score: -12125180.000000 Penalty: 1104.513916
	Iteration 126Q: 3 clusters Score -1.212518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86049 members 
Mstep: Class 2 contains 100699 members 
Entering Unmasked Estep 
Score: -12125171.000000 Penalty: 1104.513916
	Iteration 127Q: 3 clusters Score -1.212517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86049 members 
Mstep: Class 2 contains 100699 members 
Entering Unmasked Estep 
Score: -12125176.000000 Penalty: 1104.513916
	Iteration 128Q: 3 clusters Score -1.212518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86049 members 
Mstep: Class 2 contains 100699 members 
Entering Unmasked Estep 
Score: -12125171.000000 Penalty: 1104.513916
	Iteration 129Q: 3 clusters Score -1.212517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86046 members 
Mstep: Class 2 contains 100702 members 
Entering Unmasked Estep 
Score: -12125174.000000 Penalty: 1104.513916
	Iteration 130Q: 3 clusters Score -1.212517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86043 members 
Mstep: Class 2 contains 100705 members 
Entering Unmasked Estep 
Score: -12125178.000000 Penalty: 1104.513916
	Iteration 131Q: 3 clusters Score -1.212518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86038 members 
Mstep: Class 2 contains 100710 members 
Entering Unmasked Estep 
Score: -12125174.000000 Penalty: 1104.513916
	Iteration 132Q: 3 clusters Score -1.212517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86032 members 
Mstep: Class 2 contains 100716 members 
Entering Unmasked Estep 
Score: -12125180.000000 Penalty: 1104.513916
	Iteration 133Q: 3 clusters Score -1.212518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86031 members 
Mstep: Class 2 contains 100717 members 
Entering Unmasked Estep 
Score: -12125177.000000 Penalty: 1104.513916
	Iteration 134Q: 3 clusters Score -1.212518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86029 members 
Mstep: Class 2 contains 100719 members 
Entering Unmasked Estep 
Score: -12125183.000000 Penalty: 1104.513916
	Iteration 135Q: 3 clusters Score -1.212518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86026 members 
Mstep: Class 2 contains 100722 members 
Entering Unmasked Estep 
Score: -12125185.000000 Penalty: 1104.513916
	Iteration 136Q: 3 clusters Score -1.212518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86025 members 
Mstep: Class 2 contains 100723 members 
Entering Unmasked Estep 
Score: -12125182.000000 Penalty: 1104.513916
	Iteration 137Q: 3 clusters Score -1.212518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86024 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -12125182.000000 Penalty: 1104.513916
	Iteration 138Q: 3 clusters Score -1.212518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86026 members 
Mstep: Class 2 contains 100722 members 
Entering Unmasked Estep 
Score: -12125182.000000 Penalty: 1104.513916
	Iteration 139Q: 3 clusters Score -1.212518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86027 members 
Mstep: Class 2 contains 100721 members 
Entering Unmasked Estep 
Score: -12125173.000000 Penalty: 1104.513916
	Iteration 140F: 3 clusters Score -1.212517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86027 members 
Mstep: Class 2 contains 100721 members 
Entering Unmasked Estep 
Score: -12125169.000000 Penalty: 1104.513916
	Iteration 141Q: 3 clusters Score -1.212517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86024 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -12125167.000000 Penalty: 1104.513916
	Iteration 142Q: 3 clusters Score -1.212517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86024 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -12125165.000000 Penalty: 1104.513916
	Iteration 143Q: 3 clusters Score -1.212516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86023 members 
Mstep: Class 2 contains 100725 members 
Entering Unmasked Estep 
Score: -12125167.000000 Penalty: 1104.513916
	Iteration 144Q: 3 clusters Score -1.212517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86021 members 
Mstep: Class 2 contains 100727 members 
Entering Unmasked Estep 
Score: -12125171.000000 Penalty: 1104.513916
	Iteration 145Q: 3 clusters Score -1.212517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86021 members 
Mstep: Class 2 contains 100727 members 
Entering Unmasked Estep 
Score: -12125171.000000 Penalty: 1104.513916
	Iteration 146F: 3 clusters Score -1.212517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 121 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 36646 members 
Mstep: Class 6 contains 11348 members 
Mstep: Class 7 contains 3416 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 17124 members 
Mstep: Class 10 contains 86021 members 
Mstep: Class 11 contains 100727 members 
Mstep: Class 13 contains 103758 members 
Mstep: Class 14 contains 173973 members 
Mstep: Class 16 contains 20316 members 
Mstep: Class 17 contains 2558 members 
Mstep: Class 19 contains 1532 members 
Entering Unmasked Estep 
Score: -35711940.000000 Penalty: 9661.132812
Splitting cluster 10 changes total score from -35642636.000000 to -35711940.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 13 (103758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103758 members 
Entering Unmasked Estep 
Score: -6314891.000000 Penalty: 525.516663
	Iteration 0F: 2 clusters Score -6314891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -6245601.500000 Penalty: 1051.033325
	Iteration 0F: 3 clusters Score -6245602 nChanged 50545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -6277705.500000 Penalty: 1051.033325
	Iteration 1F: 3 clusters Score -6277706 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
Score: -6281792.000000 Penalty: 1051.033325
	Iteration 2F: 3 clusters Score -6281792 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -6288080.500000 Penalty: 1051.033325
	Iteration 3F: 3 clusters Score -6288080 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 82945 members 
Entering Unmasked Estep 
Score: -6296087.000000 Penalty: 1051.033325
	Iteration 4F: 3 clusters Score -6296087 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 90480 members 
Entering Unmasked Estep 
Score: -6303738.500000 Penalty: 1051.033325
	Iteration 5F: 3 clusters Score -6303738 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 95793 members 
Entering Unmasked Estep 
Score: -6308926.500000 Penalty: 1051.033325
	Iteration 6F: 3 clusters Score -6308926 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 98795 members 
Entering Unmasked Estep 
Score: -6311488.000000 Penalty: 1051.033325
	Iteration 7Q: 3 clusters Score -6311488 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 100565 members 
Entering Unmasked Estep 
Score: -6312891.500000 Penalty: 1051.033325
	Iteration 8Q: 3 clusters Score -6312892 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 101590 members 
Entering Unmasked Estep 
Score: -6313777.000000 Penalty: 1051.033325
	Iteration 9Q: 3 clusters Score -6313777 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 102155 members 
Entering Unmasked Estep 
Score: -6314231.000000 Penalty: 1051.033325
	Iteration 10Q: 3 clusters Score -6314231 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 102441 members 
Entering Unmasked Estep 
Score: -6314459.000000 Penalty: 1051.033325
	Iteration 11Q: 3 clusters Score -6314459 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 102597 members 
Entering Unmasked Estep 
Score: -6314590.500000 Penalty: 1051.033325
	Iteration 12Q: 3 clusters Score -6314590 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 102692 members 
Entering Unmasked Estep 
Score: -6314636.000000 Penalty: 1051.033325
	Iteration 13Q: 3 clusters Score -6314636 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 102762 members 
Entering Unmasked Estep 
Score: -6314686.500000 Penalty: 1051.033325
	Iteration 14Q: 3 clusters Score -6314686 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 102815 members 
Entering Unmasked Estep 
Score: -6314724.000000 Penalty: 1051.033325
	Iteration 15Q: 3 clusters Score -6314724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 102845 members 
Entering Unmasked Estep 
Score: -6314760.500000 Penalty: 1051.033325
	Iteration 16Q: 3 clusters Score -6314760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 102873 members 
Entering Unmasked Estep 
Score: -6314775.000000 Penalty: 1051.033325
	Iteration 17Q: 3 clusters Score -6314775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 102904 members 
Entering Unmasked Estep 
Score: -6314798.000000 Penalty: 1051.033325
	Iteration 18Q: 3 clusters Score -6314798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 102919 members 
Entering Unmasked Estep 
Score: -6314817.000000 Penalty: 1051.033325
	Iteration 19Q: 3 clusters Score -6314817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 102932 members 
Entering Unmasked Estep 
Score: -6314825.500000 Penalty: 1051.033325
	Iteration 20F: 3 clusters Score -6314826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 102946 members 
Entering Unmasked Estep 
Score: -6314829.000000 Penalty: 1051.033325
	Iteration 21Q: 3 clusters Score -6314829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 102952 members 
Entering Unmasked Estep 
Score: -6314831.500000 Penalty: 1051.033325
	Iteration 22Q: 3 clusters Score -6314832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 102960 members 
Entering Unmasked Estep 
Score: -6314831.500000 Penalty: 1051.033325
	Iteration 23Q: 3 clusters Score -6314832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 102966 members 
Entering Unmasked Estep 
Score: -6314832.500000 Penalty: 1051.033325
	Iteration 24Q: 3 clusters Score -6314832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 102979 members 
Entering Unmasked Estep 
Score: -6314827.500000 Penalty: 1051.033325
	Iteration 25Q: 3 clusters Score -6314828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 102987 members 
Entering Unmasked Estep 
Score: -6314832.500000 Penalty: 1051.033325
	Iteration 26Q: 3 clusters Score -6314832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 102996 members 
Entering Unmasked Estep 
Score: -6314829.500000 Penalty: 1051.033325
	Iteration 27Q: 3 clusters Score -6314830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 103000 members 
Entering Unmasked Estep 
Score: -6314828.500000 Penalty: 1051.033325
	Iteration 28Q: 3 clusters Score -6314828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 103002 members 
Entering Unmasked Estep 
Score: -6314830.000000 Penalty: 1051.033325
	Iteration 29Q: 3 clusters Score -6314830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 103005 members 
Entering Unmasked Estep 
Score: -6314835.500000 Penalty: 1051.033325
	Iteration 30Q: 3 clusters Score -6314836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 103009 members 
Entering Unmasked Estep 
Score: -6314829.500000 Penalty: 1051.033325
	Iteration 31Q: 3 clusters Score -6314830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 103011 members 
Entering Unmasked Estep 
Score: -6314835.000000 Penalty: 1051.033325
	Iteration 32Q: 3 clusters Score -6314835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 103015 members 
Entering Unmasked Estep 
Score: -6314836.000000 Penalty: 1051.033325
	Iteration 33Q: 3 clusters Score -6314836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 103020 members 
Entering Unmasked Estep 
Score: -6314839.000000 Penalty: 1051.033325
	Iteration 34Q: 3 clusters Score -6314839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 103022 members 
Entering Unmasked Estep 
Score: -6314836.000000 Penalty: 1051.033325
	Iteration 35Q: 3 clusters Score -6314836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 103024 members 
Entering Unmasked Estep 
Score: -6314835.500000 Penalty: 1051.033325
	Iteration 36Q: 3 clusters Score -6314836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 103024 members 
Entering Unmasked Estep 
Score: -6314835.500000 Penalty: 1051.033325
	Iteration 37F: 3 clusters Score -6314836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (173973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173973 members 
Entering Unmasked Estep 
Score: -11260752.000000 Penalty: 549.032837
	Iteration 0F: 2 clusters Score -1.126075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86896 members 
Mstep: Class 2 contains 87077 members 
Entering Unmasked Estep 
Score: -11216058.000000 Penalty: 1098.065674
	Iteration 0F: 3 clusters Score -1.121606e+07 nChanged 85670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80922 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -11274623.000000 Penalty: 1098.065674
	Iteration 1F: 3 clusters Score -1.127462e+07 nChanged 13349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76877 members 
Mstep: Class 2 contains 97096 members 
Entering Unmasked Estep 
Score: -11284552.000000 Penalty: 1098.065674
	Iteration 2F: 3 clusters Score -1.128455e+07 nChanged 14914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73373 members 
Mstep: Class 2 contains 100600 members 
Entering Unmasked Estep 
Score: -11297141.000000 Penalty: 1098.065674
	Iteration 3F: 3 clusters Score -1.129714e+07 nChanged 14272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 100890 members 
Entering Unmasked Estep 
Score: -11309362.000000 Penalty: 1098.065674
	Iteration 4F: 3 clusters Score -1.130936e+07 nChanged 11234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 98020 members 
Entering Unmasked Estep 
Score: -11315629.000000 Penalty: 1098.065674
	Iteration 5F: 3 clusters Score -1.131563e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 93624 members 
Entering Unmasked Estep 
Score: -11318459.000000 Penalty: 1098.065674
	Iteration 6Q: 3 clusters Score -1.131846e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83679 members 
Mstep: Class 2 contains 90294 members 
Entering Unmasked Estep 
Score: -11319833.000000 Penalty: 1098.065674
	Iteration 7Q: 3 clusters Score -1.131983e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85960 members 
Mstep: Class 2 contains 88013 members 
Entering Unmasked Estep 
Score: -11322142.000000 Penalty: 1098.065674
	Iteration 8Q: 3 clusters Score -1.132214e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86920 members 
Mstep: Class 2 contains 87053 members 
Entering Unmasked Estep 
Score: -11323685.000000 Penalty: 1098.065674
	Iteration 9Q: 3 clusters Score -1.132368e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87513 members 
Mstep: Class 2 contains 86460 members 
Entering Unmasked Estep 
Score: -11325179.000000 Penalty: 1098.065674
	Iteration 10Q: 3 clusters Score -1.132518e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87932 members 
Mstep: Class 2 contains 86041 members 
Entering Unmasked Estep 
Score: -11326353.000000 Penalty: 1098.065674
	Iteration 11Q: 3 clusters Score -1.132635e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88339 members 
Mstep: Class 2 contains 85634 members 
Entering Unmasked Estep 
Score: -11327150.000000 Penalty: 1098.065674
	Iteration 12Q: 3 clusters Score -1.132715e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -11327650.000000 Penalty: 1098.065674
	Iteration 13Q: 3 clusters Score -1.132765e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89121 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -11327911.000000 Penalty: 1098.065674
	Iteration 14Q: 3 clusters Score -1.132791e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89302 members 
Mstep: Class 2 contains 84671 members 
Entering Unmasked Estep 
Score: -11328016.000000 Penalty: 1098.065674
	Iteration 15Q: 3 clusters Score -1.132802e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89472 members 
Mstep: Class 2 contains 84501 members 
Entering Unmasked Estep 
Score: -11328078.000000 Penalty: 1098.065674
	Iteration 16Q: 3 clusters Score -1.132808e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89597 members 
Mstep: Class 2 contains 84376 members 
Entering Unmasked Estep 
Score: -11328169.000000 Penalty: 1098.065674
	Iteration 17Q: 3 clusters Score -1.132817e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89699 members 
Mstep: Class 2 contains 84274 members 
Entering Unmasked Estep 
Score: -11328128.000000 Penalty: 1098.065674
	Iteration 18Q: 3 clusters Score -1.132813e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89798 members 
Mstep: Class 2 contains 84175 members 
Entering Unmasked Estep 
Score: -11328148.000000 Penalty: 1098.065674
	Iteration 19Q: 3 clusters Score -1.132815e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89826 members 
Mstep: Class 2 contains 84147 members 
Entering Unmasked Estep 
Score: -11328140.000000 Penalty: 1098.065674
	Iteration 20F: 3 clusters Score -1.132814e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89850 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -11328100.000000 Penalty: 1098.065674
	Iteration 21Q: 3 clusters Score -1.13281e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89873 members 
Mstep: Class 2 contains 84100 members 
Entering Unmasked Estep 
Score: -11328145.000000 Penalty: 1098.065674
	Iteration 22Q: 3 clusters Score -1.132814e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89885 members 
Mstep: Class 2 contains 84088 members 
Entering Unmasked Estep 
Score: -11328153.000000 Penalty: 1098.065674
	Iteration 23Q: 3 clusters Score -1.132815e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 84064 members 
Entering Unmasked Estep 
Score: -11328141.000000 Penalty: 1098.065674
	Iteration 24Q: 3 clusters Score -1.132814e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89896 members 
Mstep: Class 2 contains 84077 members 
Entering Unmasked Estep 
Score: -11328144.000000 Penalty: 1098.065674
	Iteration 25Q: 3 clusters Score -1.132814e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89892 members 
Mstep: Class 2 contains 84081 members 
Entering Unmasked Estep 
Score: -11328129.000000 Penalty: 1098.065674
	Iteration 26Q: 3 clusters Score -1.132813e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89900 members 
Mstep: Class 2 contains 84073 members 
Entering Unmasked Estep 
Score: -11328124.000000 Penalty: 1098.065674
	Iteration 27Q: 3 clusters Score -1.132812e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89912 members 
Mstep: Class 2 contains 84061 members 
Entering Unmasked Estep 
Score: -11328117.000000 Penalty: 1098.065674
	Iteration 28Q: 3 clusters Score -1.132812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89908 members 
Mstep: Class 2 contains 84065 members 
Entering Unmasked Estep 
Score: -11328108.000000 Penalty: 1098.065674
	Iteration 29Q: 3 clusters Score -1.132811e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89914 members 
Mstep: Class 2 contains 84059 members 
Entering Unmasked Estep 
Score: -11328104.000000 Penalty: 1098.065674
	Iteration 30Q: 3 clusters Score -1.13281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89918 members 
Mstep: Class 2 contains 84055 members 
Entering Unmasked Estep 
Score: -11328101.000000 Penalty: 1098.065674
	Iteration 31Q: 3 clusters Score -1.13281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 84049 members 
Entering Unmasked Estep 
Score: -11328103.000000 Penalty: 1098.065674
	Iteration 32Q: 3 clusters Score -1.13281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89918 members 
Mstep: Class 2 contains 84055 members 
Entering Unmasked Estep 
Score: -11328111.000000 Penalty: 1098.065674
	Iteration 33Q: 3 clusters Score -1.132811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89922 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -11328107.000000 Penalty: 1098.065674
	Iteration 34Q: 3 clusters Score -1.132811e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89926 members 
Mstep: Class 2 contains 84047 members 
Entering Unmasked Estep 
Score: -11328098.000000 Penalty: 1098.065674
	Iteration 35Q: 3 clusters Score -1.13281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89919 members 
Mstep: Class 2 contains 84054 members 
Entering Unmasked Estep 
Score: -11328093.000000 Penalty: 1098.065674
	Iteration 36Q: 3 clusters Score -1.132809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 84048 members 
Entering Unmasked Estep 
Score: -11328096.000000 Penalty: 1098.065674
	Iteration 37Q: 3 clusters Score -1.13281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89926 members 
Mstep: Class 2 contains 84047 members 
Entering Unmasked Estep 
Score: -11328089.000000 Penalty: 1098.065674
	Iteration 38Q: 3 clusters Score -1.132809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89929 members 
Mstep: Class 2 contains 84044 members 
Entering Unmasked Estep 
Score: -11328100.000000 Penalty: 1098.065674
	Iteration 39Q: 3 clusters Score -1.13281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 84053 members 
Entering Unmasked Estep 
Score: -11328090.000000 Penalty: 1098.065674
	Iteration 40F: 3 clusters Score -1.132809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 84048 members 
Entering Unmasked Estep 
Score: -11328091.000000 Penalty: 1098.065674
	Iteration 41Q: 3 clusters Score -1.132809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 84049 members 
Entering Unmasked Estep 
Score: -11328097.000000 Penalty: 1098.065674
	Iteration 42Q: 3 clusters Score -1.13281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89926 members 
Mstep: Class 2 contains 84047 members 
Entering Unmasked Estep 
Score: -11328094.000000 Penalty: 1098.065674
	Iteration 43Q: 3 clusters Score -1.132809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 84046 members 
Entering Unmasked Estep 
Score: -11328093.000000 Penalty: 1098.065674
	Iteration 44Q: 3 clusters Score -1.132809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 84045 members 
Entering Unmasked Estep 
Score: -11328104.000000 Penalty: 1098.065674
	Iteration 45Q: 3 clusters Score -1.13281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 84049 members 
Entering Unmasked Estep 
Score: -11328102.000000 Penalty: 1098.065674
	Iteration 46Q: 3 clusters Score -1.13281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 84045 members 
Entering Unmasked Estep 
Score: -11328108.000000 Penalty: 1098.065674
	Iteration 47Q: 3 clusters Score -1.132811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 84043 members 
Entering Unmasked Estep 
Score: -11328106.000000 Penalty: 1098.065674
	Iteration 48Q: 3 clusters Score -1.132811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89929 members 
Mstep: Class 2 contains 84044 members 
Entering Unmasked Estep 
Score: -11328102.000000 Penalty: 1098.065674
	Iteration 49Q: 3 clusters Score -1.13281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 84043 members 
Entering Unmasked Estep 
Score: -11328110.000000 Penalty: 1098.065674
	Iteration 50Q: 3 clusters Score -1.132811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 84046 members 
Entering Unmasked Estep 
Score: -11328102.000000 Penalty: 1098.065674
	Iteration 51Q: 3 clusters Score -1.13281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 84043 members 
Entering Unmasked Estep 
Score: -11328114.000000 Penalty: 1098.065674
	Iteration 52Q: 3 clusters Score -1.132811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 84046 members 
Entering Unmasked Estep 
Score: -11328105.000000 Penalty: 1098.065674
	Iteration 53Q: 3 clusters Score -1.13281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 84045 members 
Entering Unmasked Estep 
Score: -11328108.000000 Penalty: 1098.065674
	Iteration 54Q: 3 clusters Score -1.132811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 84046 members 
Entering Unmasked Estep 
Score: -11328106.000000 Penalty: 1098.065674
	Iteration 55Q: 3 clusters Score -1.132811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 84046 members 
Entering Unmasked Estep 
Score: -11328106.000000 Penalty: 1098.065674
	Iteration 56F: 3 clusters Score -1.132811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 121 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 36646 members 
Mstep: Class 6 contains 11348 members 
Mstep: Class 7 contains 3416 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 17124 members 
Mstep: Class 10 contains 86021 members 
Mstep: Class 11 contains 100727 members 
Mstep: Class 12 contains 84046 members 
Mstep: Class 13 contains 103758 members 
Mstep: Class 14 contains 89927 members 
Mstep: Class 16 contains 20316 members 
Mstep: Class 17 contains 2558 members 
Mstep: Class 19 contains 1532 members 
Entering Unmasked Estep 
Score: -35779720.000000 Penalty: 10264.954102
Splitting cluster 14 changes total score from -35642636.000000 to -35779720.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 16 (20316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Entering Unmasked Estep 
Score: -1283892.625000 Penalty: 451.321960
	Iteration 0F: 2 clusters Score -1283893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1270423.125000 Penalty: 902.643921
	Iteration 0F: 3 clusters Score -1270423 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1276085.625000 Penalty: 902.643921
	Iteration 1F: 3 clusters Score -1276086 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1276503.500000 Penalty: 902.643921
	Iteration 2Q: 3 clusters Score -1276504 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1277107.750000 Penalty: 902.643921
	Iteration 3F: 3 clusters Score -1277108 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1277860.125000 Penalty: 902.643921
	Iteration 4F: 3 clusters Score -1277860 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1278732.500000 Penalty: 902.643921
	Iteration 5F: 3 clusters Score -1278732 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1279527.125000 Penalty: 902.643921
	Iteration 6F: 3 clusters Score -1279527 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1280091.375000 Penalty: 902.643921
	Iteration 7Q: 3 clusters Score -1280091 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1280375.250000 Penalty: 902.643921
	Iteration 8Q: 3 clusters Score -1280375 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1280558.000000 Penalty: 902.643921
	Iteration 9Q: 3 clusters Score -1280558 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1280696.125000 Penalty: 902.643921
	Iteration 10Q: 3 clusters Score -1280696 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1280818.375000 Penalty: 902.643921
	Iteration 11Q: 3 clusters Score -1280818 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1280942.375000 Penalty: 902.643921
	Iteration 12Q: 3 clusters Score -1280942 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1281077.250000 Penalty: 902.643921
	Iteration 13Q: 3 clusters Score -1281077 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1281222.250000 Penalty: 902.643921
	Iteration 14Q: 3 clusters Score -1281222 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1281380.875000 Penalty: 902.643921
	Iteration 15Q: 3 clusters Score -1281381 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1281541.625000 Penalty: 902.643921
	Iteration 16Q: 3 clusters Score -1281542 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1281685.375000 Penalty: 902.643921
	Iteration 17Q: 3 clusters Score -1281685 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1281844.000000 Penalty: 902.643921
	Iteration 18Q: 3 clusters Score -1281844 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1282009.875000 Penalty: 902.643921
	Iteration 19Q: 3 clusters Score -1282010 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1282174.000000 Penalty: 902.643921
	Iteration 20F: 3 clusters Score -1282174 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1282361.250000 Penalty: 902.643921
	Iteration 21Q: 3 clusters Score -1282361 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -1282535.125000 Penalty: 902.643921
	Iteration 22Q: 3 clusters Score -1282535 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1282734.875000 Penalty: 902.643921
	Iteration 23Q: 3 clusters Score -1282735 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1282889.250000 Penalty: 902.643921
	Iteration 24Q: 3 clusters Score -1282889 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -1282977.375000 Penalty: 902.643921
	Iteration 25Q: 3 clusters Score -1282977 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1283038.625000 Penalty: 902.643921
	Iteration 26Q: 3 clusters Score -1283039 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -1283072.500000 Penalty: 902.643921
	Iteration 27Q: 3 clusters Score -1283072 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -1283095.625000 Penalty: 902.643921
	Iteration 28Q: 3 clusters Score -1283096 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -1283108.875000 Penalty: 902.643921
	Iteration 29Q: 3 clusters Score -1283109 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1283116.250000 Penalty: 902.643921
	Iteration 30Q: 3 clusters Score -1283116 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -1283127.500000 Penalty: 902.643921
	Iteration 31Q: 3 clusters Score -1283128 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -1283125.500000 Penalty: 902.643921
	Iteration 32Q: 3 clusters Score -1283126 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -1283133.500000 Penalty: 902.643921
	Iteration 33Q: 3 clusters Score -1283134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -1283135.625000 Penalty: 902.643921
	Iteration 34Q: 3 clusters Score -1283136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -1283135.750000 Penalty: 902.643921
	Iteration 35Q: 3 clusters Score -1283136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -1283140.625000 Penalty: 902.643921
	Iteration 36Q: 3 clusters Score -1283141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1283141.375000 Penalty: 902.643921
	Iteration 37Q: 3 clusters Score -1283141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -1283144.375000 Penalty: 902.643921
	Iteration 38Q: 3 clusters Score -1283144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1283145.500000 Penalty: 902.643921
	Iteration 39Q: 3 clusters Score -1283146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -1283145.625000 Penalty: 902.643921
	Iteration 40F: 3 clusters Score -1283146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1283147.500000 Penalty: 902.643921
	Iteration 41Q: 3 clusters Score -1283148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1283147.125000 Penalty: 902.643921
	Iteration 42Q: 3 clusters Score -1283147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -1283149.000000 Penalty: 902.643921
	Iteration 43Q: 3 clusters Score -1283149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -1283151.375000 Penalty: 902.643921
	Iteration 44Q: 3 clusters Score -1283151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -1283152.750000 Penalty: 902.643921
	Iteration 45Q: 3 clusters Score -1283153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1283154.625000 Penalty: 902.643921
	Iteration 46Q: 3 clusters Score -1283155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -1283156.250000 Penalty: 902.643921
	Iteration 47Q: 3 clusters Score -1283156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -1283164.625000 Penalty: 902.643921
	Iteration 48Q: 3 clusters Score -1283165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -1283166.625000 Penalty: 902.643921
	Iteration 49Q: 3 clusters Score -1283167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -1283167.125000 Penalty: 902.643921
	Iteration 50Q: 3 clusters Score -1283167 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -1283165.750000 Penalty: 902.643921
	Iteration 51Q: 3 clusters Score -1283166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1283167.125000 Penalty: 902.643921
	Iteration 52Q: 3 clusters Score -1283167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -1283170.750000 Penalty: 902.643921
	Iteration 53Q: 3 clusters Score -1283171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -1283176.750000 Penalty: 902.643921
	Iteration 54Q: 3 clusters Score -1283177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -1283179.000000 Penalty: 902.643921
	Iteration 55Q: 3 clusters Score -1283179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -1283181.250000 Penalty: 902.643921
	Iteration 56Q: 3 clusters Score -1283181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -1283177.000000 Penalty: 902.643921
	Iteration 57Q: 3 clusters Score -1283177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1283177.875000 Penalty: 902.643921
	Iteration 58Q: 3 clusters Score -1283178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -1283181.500000 Penalty: 902.643921
	Iteration 59Q: 3 clusters Score -1283182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -1283184.125000 Penalty: 902.643921
	Iteration 60F: 3 clusters Score -1283184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -1283183.625000 Penalty: 902.643921
	Iteration 61Q: 3 clusters Score -1283184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -1283184.500000 Penalty: 902.643921
	Iteration 62Q: 3 clusters Score -1283184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -1283183.750000 Penalty: 902.643921
	Iteration 63Q: 3 clusters Score -1283184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -1283184.625000 Penalty: 902.643921
	Iteration 64Q: 3 clusters Score -1283185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -1283184.000000 Penalty: 902.643921
	Iteration 65Q: 3 clusters Score -1283184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -1283186.250000 Penalty: 902.643921
	Iteration 66Q: 3 clusters Score -1283186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -1283186.250000 Penalty: 902.643921
	Iteration 67F: 3 clusters Score -1283186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -163230.500000 Penalty: 357.037628
	Iteration 0F: 2 clusters Score -163230.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -161481.578125 Penalty: 714.075256
	Iteration 0F: 3 clusters Score -161481.6 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -162092.343750 Penalty: 714.075256
	Iteration 1F: 3 clusters Score -162092.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -162168.218750 Penalty: 714.075256
	Iteration 2F: 3 clusters Score -162168.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -162220.062500 Penalty: 714.075256
	Iteration 3F: 3 clusters Score -162220.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -162243.500000 Penalty: 714.075256
	Iteration 4Q: 3 clusters Score -162243.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -162260.062500 Penalty: 714.075256
	Iteration 5Q: 3 clusters Score -162260.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -162280.796875 Penalty: 714.075256
	Iteration 6Q: 3 clusters Score -162280.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -162309.578125 Penalty: 714.075256
	Iteration 7Q: 3 clusters Score -162309.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -162356.578125 Penalty: 714.075256
	Iteration 8Q: 3 clusters Score -162356.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -162411.593750 Penalty: 714.075256
	Iteration 9Q: 3 clusters Score -162411.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -162472.765625 Penalty: 714.075256
	Iteration 10Q: 3 clusters Score -162472.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -162553.250000 Penalty: 714.075256
	Iteration 11Q: 3 clusters Score -162553.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -162628.937500 Penalty: 714.075256
	Iteration 12Q: 3 clusters Score -162628.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -162688.093750 Penalty: 714.075256
	Iteration 13Q: 3 clusters Score -162688.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -162720.640625 Penalty: 714.075256
	Iteration 14Q: 3 clusters Score -162720.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -162742.546875 Penalty: 714.075256
	Iteration 15Q: 3 clusters Score -162742.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -162762.296875 Penalty: 714.075256
	Iteration 16Q: 3 clusters Score -162762.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -162784.671875 Penalty: 714.075256
	Iteration 17Q: 3 clusters Score -162784.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -162800.937500 Penalty: 714.075256
	Iteration 18Q: 3 clusters Score -162800.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -162808.390625 Penalty: 714.075256
	Iteration 19Q: 3 clusters Score -162808.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -162816.125000 Penalty: 714.075256
	Iteration 20F: 3 clusters Score -162816.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -162820.718750 Penalty: 714.075256
	Iteration 21Q: 3 clusters Score -162820.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -162824.203125 Penalty: 714.075256
	Iteration 22Q: 3 clusters Score -162824.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -162828.375000 Penalty: 714.075256
	Iteration 23Q: 3 clusters Score -162828.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -162832.937500 Penalty: 714.075256
	Iteration 24Q: 3 clusters Score -162832.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -162835.890625 Penalty: 714.075256
	Iteration 25Q: 3 clusters Score -162835.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -162840.171875 Penalty: 714.075256
	Iteration 26Q: 3 clusters Score -162840.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -162845.484375 Penalty: 714.075256
	Iteration 27Q: 3 clusters Score -162845.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -162850.359375 Penalty: 714.075256
	Iteration 28Q: 3 clusters Score -162850.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -162855.375000 Penalty: 714.075256
	Iteration 29Q: 3 clusters Score -162855.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -162863.437500 Penalty: 714.075256
	Iteration 30Q: 3 clusters Score -162863.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -162868.421875 Penalty: 714.075256
	Iteration 31Q: 3 clusters Score -162868.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -162871.859375 Penalty: 714.075256
	Iteration 32Q: 3 clusters Score -162871.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -162875.421875 Penalty: 714.075256
	Iteration 33Q: 3 clusters Score -162875.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -162878.203125 Penalty: 714.075256
	Iteration 34Q: 3 clusters Score -162878.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -162880.453125 Penalty: 714.075256
	Iteration 35Q: 3 clusters Score -162880.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -162882.312500 Penalty: 714.075256
	Iteration 36Q: 3 clusters Score -162882.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -162882.765625 Penalty: 714.075256
	Iteration 37Q: 3 clusters Score -162882.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -162883.859375 Penalty: 714.075256
	Iteration 38Q: 3 clusters Score -162883.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -162885.000000 Penalty: 714.075256
	Iteration 39Q: 3 clusters Score -162885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -162886.156250 Penalty: 714.075256
	Iteration 40F: 3 clusters Score -162886.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -162887.890625 Penalty: 714.075256
	Iteration 41Q: 3 clusters Score -162887.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -162889.156250 Penalty: 714.075256
	Iteration 42Q: 3 clusters Score -162889.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -162889.812500 Penalty: 714.075256
	Iteration 43Q: 3 clusters Score -162889.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -162890.640625 Penalty: 714.075256
	Iteration 44Q: 3 clusters Score -162890.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -162891.046875 Penalty: 714.075256
	Iteration 45Q: 3 clusters Score -162891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -162892.234375 Penalty: 714.075256
	Iteration 46Q: 3 clusters Score -162892.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -162892.000000 Penalty: 714.075256
	Iteration 47Q: 3 clusters Score -162892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -162892.234375 Penalty: 714.075256
	Iteration 48Q: 3 clusters Score -162892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -162892.359375 Penalty: 714.075256
	Iteration 49Q: 3 clusters Score -162892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -162893.015625 Penalty: 714.075256
	Iteration 50Q: 3 clusters Score -162893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -162893.015625 Penalty: 714.075256
	Iteration 51F: 3 clusters Score -162893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Entering Unmasked Estep 
Score: -68925.390625 Penalty: 333.711975
	Iteration 0F: 2 clusters Score -68925.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -67914.140625 Penalty: 667.423950
	Iteration 0F: 3 clusters Score -67914.14 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -69865.265625 Penalty: 667.423950
	Iteration 1F: 3 clusters Score -69865.27 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73544.281250 Penalty: 667.423950
	Iteration 2F: 3 clusters Score -73544.28 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75403.546875 Penalty: 667.423950
	Iteration 3F: 3 clusters Score -75403.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75556.640625 Penalty: 667.423950
	Iteration 4Q: 3 clusters Score -75556.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75716.507812 Penalty: 667.423950
	Iteration 5Q: 3 clusters Score -75716.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -75716.656250 Penalty: 667.423950
	Iteration 6Q: 3 clusters Score -75716.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -75716.656250 Penalty: 667.423950
	Iteration 7F: 3 clusters Score -75716.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 121 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 36646 members 
Mstep: Class 6 contains 11348 members 
Mstep: Class 7 contains 3416 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 17124 members 
Mstep: Class 10 contains 86021 members 
Mstep: Class 11 contains 100727 members 
Mstep: Class 12 contains 84046 members 
Mstep: Class 13 contains 103758 members 
Mstep: Class 14 contains 89927 members 
Mstep: Class 15 contains 344 members 
Mstep: Class 16 contains 20316 members 
Mstep: Class 17 contains 2558 members 
Mstep: Class 19 contains 1188 members 
Entering Unmasked Estep 
Score: -35786244.000000 Penalty: 10868.774414
Splitting cluster 19 changes total score from -35642636.000000 to -35786244.000000
So it's getting split into cluster 15.
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 121 members 
Mstep: Class 5 contains 36646 members 
Mstep: Class 6 contains 11348 members 
Mstep: Class 7 contains 3416 members 
Mstep: Class 9 contains 17124 members 
Mstep: Class 10 contains 86021 members 
Mstep: Class 13 contains 103758 members 
Mstep: Class 14 contains 89927 members 
Mstep: Class 16 contains 20316 members 
Mstep: Class 17 contains 2558 members 
Mstep: Class 19 contains 1188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35801008.000000 Penalty: 10868.774414
Iteration 39Q: 19 clusters Score -3.580101e+07 nChanged 24103
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 37363 members 
Mstep: Class 6 contains 11257 members 
Mstep: Class 7 contains 3589 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 17147 members 
Mstep: Class 10 contains 88753 members 
Mstep: Class 11 contains 94458 members 
Mstep: Class 12 contains 91504 members 
Mstep: Class 13 contains 96970 members 
Mstep: Class 14 contains 92059 members 
Mstep: Class 15 contains 333 members 
Mstep: Class 16 contains 20343 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 19 contains 1188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35815632.000000 Penalty: 10868.774414
Iteration 40F: 19 clusters Score -3.581563e+07 nChanged 24940
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 37876 members 
Mstep: Class 6 contains 11086 members 
Mstep: Class 7 contains 3588 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 17155 members 
Mstep: Class 10 contains 87300 members 
Mstep: Class 11 contains 90562 members 
Mstep: Class 12 contains 103117 members 
Mstep: Class 13 contains 87925 members 
Mstep: Class 14 contains 94679 members 
Mstep: Class 15 contains 404 members 
Mstep: Class 16 contains 20297 members 
Mstep: Class 17 contains 2468 members 
Mstep: Class 19 contains 1286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35816880.000000 Penalty: 10868.774414
Iteration 41Q: 19 clusters Score -3.581688e+07 nChanged 18199
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 38312 members 
Mstep: Class 6 contains 10881 members 
Mstep: Class 7 contains 3521 members 
Mstep: Class 8 contains 211 members 
Mstep: Class 9 contains 17185 members 
Mstep: Class 10 contains 85326 members 
Mstep: Class 11 contains 91454 members 
Mstep: Class 12 contains 111618 members 
Mstep: Class 13 contains 81313 members 
Mstep: Class 14 contains 93973 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 20265 members 
Mstep: Class 17 contains 2413 members 
Mstep: Class 19 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35813712.000000 Penalty: 10868.774414
Iteration 42Q: 19 clusters Score -3.581371e+07 nChanged 15289
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 38661 members 
Mstep: Class 6 contains 10669 members 
Mstep: Class 7 contains 3430 members 
Mstep: Class 8 contains 214 members 
Mstep: Class 9 contains 17226 members 
Mstep: Class 10 contains 84195 members 
Mstep: Class 11 contains 93833 members 
Mstep: Class 12 contains 119123 members 
Mstep: Class 13 contains 76300 members 
Mstep: Class 14 contains 90440 members 
Mstep: Class 15 contains 394 members 
Mstep: Class 16 contains 20241 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 19 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35808872.000000 Penalty: 10868.774414
Iteration 43Q: 19 clusters Score -3.580887e+07 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 38923 members 
Mstep: Class 6 contains 10452 members 
Mstep: Class 7 contains 3332 members 
Mstep: Class 8 contains 215 members 
Mstep: Class 9 contains 17273 members 
Mstep: Class 10 contains 84304 members 
Mstep: Class 11 contains 95876 members 
Mstep: Class 12 contains 124812 members 
Mstep: Class 13 contains 72755 members 
Mstep: Class 14 contains 86444 members 
Mstep: Class 15 contains 393 members 
Mstep: Class 16 contains 20223 members 
Mstep: Class 17 contains 2287 members 
Mstep: Class 19 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35802956.000000 Penalty: 10868.774414
Iteration 44Q: 19 clusters Score -3.580296e+07 nChanged 10758
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 39134 members 
Mstep: Class 6 contains 10234 members 
Mstep: Class 7 contains 3257 members 
Mstep: Class 8 contains 215 members 
Mstep: Class 9 contains 17317 members 
Mstep: Class 10 contains 85188 members 
Mstep: Class 11 contains 97297 members 
Mstep: Class 12 contains 128846 members 
Mstep: Class 13 contains 70156 members 
Mstep: Class 14 contains 83002 members 
Mstep: Class 15 contains 394 members 
Mstep: Class 16 contains 20210 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 19 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35797588.000000 Penalty: 10868.774414
Iteration 45Q: 19 clusters Score -3.579759e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 39366 members 
Mstep: Class 6 contains 10027 members 
Mstep: Class 7 contains 3188 members 
Mstep: Class 8 contains 215 members 
Mstep: Class 9 contains 17355 members 
Mstep: Class 10 contains 86382 members 
Mstep: Class 11 contains 98342 members 
Mstep: Class 12 contains 130943 members 
Mstep: Class 13 contains 68374 members 
Mstep: Class 14 contains 80698 members 
Mstep: Class 15 contains 393 members 
Mstep: Class 16 contains 20196 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 19 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35794168.000000 Penalty: 10868.774414
Iteration 46Q: 19 clusters Score -3.579417e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 39620 members 
Mstep: Class 6 contains 9828 members 
Mstep: Class 7 contains 3138 members 
Mstep: Class 8 contains 215 members 
Mstep: Class 9 contains 17395 members 
Mstep: Class 10 contains 87685 members 
Mstep: Class 11 contains 98934 members 
Mstep: Class 12 contains 131506 members 
Mstep: Class 13 contains 67150 members 
Mstep: Class 14 contains 79677 members 
Mstep: Class 15 contains 394 members 
Mstep: Class 16 contains 20184 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 19 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35792016.000000 Penalty: 10868.774414
Iteration 47Q: 19 clusters Score -3.579202e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 39924 members 
Mstep: Class 6 contains 9629 members 
Mstep: Class 7 contains 3115 members 
Mstep: Class 8 contains 215 members 
Mstep: Class 9 contains 17431 members 
Mstep: Class 10 contains 89135 members 
Mstep: Class 11 contains 99051 members 
Mstep: Class 12 contains 131261 members 
Mstep: Class 13 contains 66178 members 
Mstep: Class 14 contains 79442 members 
Mstep: Class 15 contains 392 members 
Mstep: Class 16 contains 20171 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 19 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35790900.000000 Penalty: 10868.774414
Iteration 48Q: 19 clusters Score -3.57909e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 40253 members 
Mstep: Class 6 contains 9433 members 
Mstep: Class 7 contains 3102 members 
Mstep: Class 8 contains 215 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 90438 members 
Mstep: Class 11 contains 98894 members 
Mstep: Class 12 contains 130696 members 
Mstep: Class 13 contains 65417 members 
Mstep: Class 14 contains 79711 members 
Mstep: Class 15 contains 392 members 
Mstep: Class 16 contains 20152 members 
Mstep: Class 17 contains 2046 members 
Mstep: Class 19 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35790692.000000 Penalty: 10868.774414
Iteration 49Q: 19 clusters Score -3.579069e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 40579 members 
Mstep: Class 6 contains 9232 members 
Mstep: Class 7 contains 3109 members 
Mstep: Class 8 contains 215 members 
Mstep: Class 9 contains 17506 members 
Mstep: Class 10 contains 91523 members 
Mstep: Class 11 contains 98528 members 
Mstep: Class 12 contains 130250 members 
Mstep: Class 13 contains 64739 members 
Mstep: Class 14 contains 80162 members 
Mstep: Class 15 contains 391 members 
Mstep: Class 16 contains 20139 members 
Mstep: Class 17 contains 2001 members 
Mstep: Class 19 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35790528.000000 Penalty: 10868.774414
Iteration 50Q: 19 clusters Score -3.579053e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 40884 members 
Mstep: Class 6 contains 9065 members 
Mstep: Class 7 contains 3113 members 
Mstep: Class 8 contains 215 members 
Mstep: Class 9 contains 17539 members 
Mstep: Class 10 contains 92289 members 
Mstep: Class 11 contains 98077 members 
Mstep: Class 12 contains 129940 members 
Mstep: Class 13 contains 64192 members 
Mstep: Class 14 contains 80730 members 
Mstep: Class 15 contains 392 members 
Mstep: Class 16 contains 20131 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 19 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35790660.000000 Penalty: 10868.774414
Iteration 51Q: 19 clusters Score -3.579066e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 41188 members 
Mstep: Class 6 contains 8911 members 
Mstep: Class 7 contains 3109 members 
Mstep: Class 8 contains 215 members 
Mstep: Class 9 contains 17576 members 
Mstep: Class 10 contains 92750 members 
Mstep: Class 11 contains 97598 members 
Mstep: Class 12 contains 129852 members 
Mstep: Class 13 contains 63686 members 
Mstep: Class 14 contains 81371 members 
Mstep: Class 15 contains 394 members 
Mstep: Class 16 contains 20127 members 
Mstep: Class 17 contains 1899 members 
Mstep: Class 19 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35791028.000000 Penalty: 10868.774414
Iteration 52Q: 19 clusters Score -3.579103e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 41512 members 
Mstep: Class 6 contains 8746 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 215 members 
Mstep: Class 9 contains 17617 members 
Mstep: Class 10 contains 92953 members 
Mstep: Class 11 contains 97174 members 
Mstep: Class 12 contains 129964 members 
Mstep: Class 13 contains 63191 members 
Mstep: Class 14 contains 81986 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 20127 members 
Mstep: Class 17 contains 1846 members 
Mstep: Class 19 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35791032.000000 Penalty: 10868.774414
Iteration 53Q: 19 clusters Score -3.579103e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 41833 members 
Mstep: Class 6 contains 8588 members 
Mstep: Class 7 contains 3112 members 
Mstep: Class 8 contains 215 members 
Mstep: Class 9 contains 17659 members 
Mstep: Class 10 contains 92879 members 
Mstep: Class 11 contains 96885 members 
Mstep: Class 12 contains 130193 members 
Mstep: Class 13 contains 62771 members 
Mstep: Class 14 contains 82547 members 
Mstep: Class 15 contains 397 members 
Mstep: Class 16 contains 20126 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 19 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35791400.000000 Penalty: 10868.774414
Iteration 54Q: 19 clusters Score -3.57914e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 42168 members 
Mstep: Class 6 contains 8423 members 
Mstep: Class 7 contains 3120 members 
Mstep: Class 8 contains 215 members 
Mstep: Class 9 contains 17701 members 
Mstep: Class 10 contains 92673 members 
Mstep: Class 11 contains 96590 members 
Mstep: Class 12 contains 130580 members 
Mstep: Class 13 contains 62384 members 
Mstep: Class 14 contains 83052 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 20122 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 19 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35791400.000000 Penalty: 10868.774414
Iteration 55Q: 19 clusters Score -3.57914e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 42483 members 
Mstep: Class 6 contains 8262 members 
Mstep: Class 7 contains 3131 members 
Mstep: Class 8 contains 215 members 
Mstep: Class 9 contains 17753 members 
Mstep: Class 10 contains 92297 members 
Mstep: Class 11 contains 96395 members 
Mstep: Class 12 contains 131123 members 
Mstep: Class 13 contains 61996 members 
Mstep: Class 14 contains 83473 members 
Mstep: Class 15 contains 399 members 
Mstep: Class 16 contains 20116 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 19 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 19 clusters Score -3.579124e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 42800 members 
Mstep: Class 6 contains 8096 members 
Mstep: Class 7 contains 3143 members 
Mstep: Class 8 contains 215 members 
Mstep: Class 9 contains 17808 members 
Mstep: Class 10 contains 91786 members 
Mstep: Class 11 contains 96319 members 
Mstep: Class 12 contains 131731 members 
Mstep: Class 13 contains 61682 members 
Mstep: Class 14 contains 83777 members 
Mstep: Class 15 contains 400 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 1614 members 
Mstep: Class 19 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35790908.000000 Penalty: 10868.774414
Iteration 57Q: 19 clusters Score -3.579091e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 43130 members 
Mstep: Class 6 contains 7919 members 
Mstep: Class 7 contains 3147 members 
Mstep: Class 8 contains 215 members 
Mstep: Class 9 contains 17847 members 
Mstep: Class 10 contains 91260 members 
Mstep: Class 11 contains 96199 members 
Mstep: Class 12 contains 132335 members 
Mstep: Class 13 contains 61439 members 
Mstep: Class 14 contains 84067 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 20105 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 19 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35790544.000000 Penalty: 10868.774414
Iteration 58Q: 19 clusters Score -3.579054e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 43455 members 
Mstep: Class 6 contains 7737 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 215 members 
Mstep: Class 9 contains 17907 members 
Mstep: Class 10 contains 90798 members 
Mstep: Class 11 contains 96118 members 
Mstep: Class 12 contains 132827 members 
Mstep: Class 13 contains 61240 members 
Mstep: Class 14 contains 84328 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 20094 members 
Mstep: Class 17 contains 1495 members 
Mstep: Class 19 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35790476.000000 Penalty: 10868.774414
Iteration 59Q: 19 clusters Score -3.579048e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 43789 members 
Mstep: Class 6 contains 7564 members 
Mstep: Class 7 contains 3149 members 
Mstep: Class 8 contains 215 members 
Mstep: Class 9 contains 17956 members 
Mstep: Class 10 contains 90292 members 
Mstep: Class 11 contains 96060 members 
Mstep: Class 12 contains 133392 members 
Mstep: Class 13 contains 61091 members 
Mstep: Class 14 contains 84475 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 20086 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 19 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35791404.000000 Penalty: 10868.774414
Iteration 60F: 19 clusters Score -3.57914e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 44108 members 
Mstep: Class 6 contains 7391 members 
Mstep: Class 7 contains 3156 members 
Mstep: Class 8 contains 215 members 
Mstep: Class 9 contains 17996 members 
Mstep: Class 10 contains 89802 members 
Mstep: Class 11 contains 96075 members 
Mstep: Class 12 contains 135040 members 
Mstep: Class 13 contains 60862 members 
Mstep: Class 14 contains 83530 members 
Mstep: Class 15 contains 413 members 
Mstep: Class 16 contains 20081 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 19 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35789968.000000 Penalty: 10868.774414
Iteration 61Q: 19 clusters Score -3.578997e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 44385 members 
Mstep: Class 6 contains 7241 members 
Mstep: Class 7 contains 3169 members 
Mstep: Class 8 contains 215 members 
Mstep: Class 9 contains 18035 members 
Mstep: Class 10 contains 89196 members 
Mstep: Class 11 contains 95950 members 
Mstep: Class 12 contains 136084 members 
Mstep: Class 13 contains 60798 members 
Mstep: Class 14 contains 83279 members 
Mstep: Class 15 contains 409 members 
Mstep: Class 16 contains 20079 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 19 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35789188.000000 Penalty: 10868.774414
Iteration 62Q: 19 clusters Score -3.578919e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 44667 members 
Mstep: Class 6 contains 7102 members 
Mstep: Class 7 contains 3185 members 
Mstep: Class 8 contains 216 members 
Mstep: Class 9 contains 18071 members 
Mstep: Class 10 contains 88615 members 
Mstep: Class 11 contains 95556 members 
Mstep: Class 12 contains 136825 members 
Mstep: Class 13 contains 60816 members 
Mstep: Class 14 contains 83479 members 
Mstep: Class 15 contains 405 members 
Mstep: Class 16 contains 20076 members 
Mstep: Class 17 contains 1300 members 
Mstep: Class 19 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35788500.000000 Penalty: 10868.774414
Iteration 63Q: 19 clusters Score -3.57885e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 44943 members 
Mstep: Class 6 contains 6989 members 
Mstep: Class 7 contains 3190 members 
Mstep: Class 8 contains 217 members 
Mstep: Class 9 contains 18104 members 
Mstep: Class 10 contains 88002 members 
Mstep: Class 11 contains 94948 members 
Mstep: Class 12 contains 137500 members 
Mstep: Class 13 contains 60893 members 
Mstep: Class 14 contains 83924 members 
Mstep: Class 15 contains 404 members 
Mstep: Class 16 contains 20075 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 19 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35788080.000000 Penalty: 10868.774414
Iteration 64Q: 19 clusters Score -3.578808e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 45231 members 
Mstep: Class 6 contains 6847 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 217 members 
Mstep: Class 9 contains 18143 members 
Mstep: Class 10 contains 87393 members 
Mstep: Class 11 contains 94222 members 
Mstep: Class 12 contains 138052 members 
Mstep: Class 13 contains 60980 members 
Mstep: Class 14 contains 84601 members 
Mstep: Class 15 contains 404 members 
Mstep: Class 16 contains 20067 members 
Mstep: Class 17 contains 1222 members 
Mstep: Class 19 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35788008.000000 Penalty: 10868.774414
Iteration 65Q: 19 clusters Score -3.578801e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 45518 members 
Mstep: Class 6 contains 6682 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 217 members 
Mstep: Class 9 contains 18176 members 
Mstep: Class 10 contains 86703 members 
Mstep: Class 11 contains 93483 members 
Mstep: Class 12 contains 138597 members 
Mstep: Class 13 contains 61071 members 
Mstep: Class 14 contains 85381 members 
Mstep: Class 15 contains 404 members 
Mstep: Class 16 contains 20061 members 
Mstep: Class 17 contains 1183 members 
Mstep: Class 19 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35788036.000000 Penalty: 10868.774414
Iteration 66Q: 19 clusters Score -3.578804e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 45826 members 
Mstep: Class 6 contains 6523 members 
Mstep: Class 7 contains 3226 members 
Mstep: Class 8 contains 217 members 
Mstep: Class 9 contains 18203 members 
Mstep: Class 10 contains 85960 members 
Mstep: Class 11 contains 92910 members 
Mstep: Class 12 contains 139103 members 
Mstep: Class 13 contains 61098 members 
Mstep: Class 14 contains 86140 members 
Mstep: Class 15 contains 404 members 
Mstep: Class 16 contains 20052 members 
Mstep: Class 17 contains 1143 members 
Mstep: Class 19 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35787896.000000 Penalty: 10868.774414
Iteration 67Q: 19 clusters Score -3.57879e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 46124 members 
Mstep: Class 6 contains 6363 members 
Mstep: Class 7 contains 3233 members 
Mstep: Class 8 contains 218 members 
Mstep: Class 9 contains 18230 members 
Mstep: Class 10 contains 85276 members 
Mstep: Class 11 contains 92410 members 
Mstep: Class 12 contains 139626 members 
Mstep: Class 13 contains 61118 members 
Mstep: Class 14 contains 86755 members 
Mstep: Class 15 contains 404 members 
Mstep: Class 16 contains 20040 members 
Mstep: Class 17 contains 1108 members 
Mstep: Class 19 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35788096.000000 Penalty: 10868.774414
Iteration 68Q: 19 clusters Score -3.57881e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 46410 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 219 members 
Mstep: Class 9 contains 18248 members 
Mstep: Class 10 contains 84745 members 
Mstep: Class 11 contains 91779 members 
Mstep: Class 12 contains 140202 members 
Mstep: Class 13 contains 61147 members 
Mstep: Class 14 contains 87279 members 
Mstep: Class 15 contains 404 members 
Mstep: Class 16 contains 20034 members 
Mstep: Class 17 contains 1077 members 
Mstep: Class 19 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35787932.000000 Penalty: 10868.774414
Iteration 69Q: 19 clusters Score -3.578793e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 46671 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 3247 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18266 members 
Mstep: Class 10 contains 84409 members 
Mstep: Class 11 contains 91206 members 
Mstep: Class 12 contains 140585 members 
Mstep: Class 13 contains 61199 members 
Mstep: Class 14 contains 87735 members 
Mstep: Class 15 contains 405 members 
Mstep: Class 16 contains 20031 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 19 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35787680.000000 Penalty: 10868.774414
Iteration 70Q: 19 clusters Score -3.578768e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 46948 members 
Mstep: Class 6 contains 5900 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18287 members 
Mstep: Class 10 contains 84200 members 
Mstep: Class 11 contains 90728 members 
Mstep: Class 12 contains 140889 members 
Mstep: Class 13 contains 61237 members 
Mstep: Class 14 contains 88061 members 
Mstep: Class 15 contains 405 members 
Mstep: Class 16 contains 20030 members 
Mstep: Class 17 contains 1029 members 
Mstep: Class 19 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 19 clusters Score -3.578742e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 47218 members 
Mstep: Class 6 contains 5750 members 
Mstep: Class 7 contains 3260 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18305 members 
Mstep: Class 10 contains 83958 members 
Mstep: Class 11 contains 90401 members 
Mstep: Class 12 contains 141135 members 
Mstep: Class 13 contains 61288 members 
Mstep: Class 14 contains 88312 members 
Mstep: Class 15 contains 405 members 
Mstep: Class 16 contains 20029 members 
Mstep: Class 17 contains 1005 members 
Mstep: Class 19 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 19 clusters Score -3.578724e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 47489 members 
Mstep: Class 6 contains 5592 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18333 members 
Mstep: Class 10 contains 83872 members 
Mstep: Class 11 contains 90192 members 
Mstep: Class 12 contains 141164 members 
Mstep: Class 13 contains 61344 members 
Mstep: Class 14 contains 88496 members 
Mstep: Class 15 contains 405 members 
Mstep: Class 16 contains 20029 members 
Mstep: Class 17 contains 977 members 
Mstep: Class 19 contains 1291 members 
Entering Unmasked Estep 
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Iteration 73Q: 19 clusters Score -3.578689e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 47765 members 
Mstep: Class 6 contains 5425 members 
Mstep: Class 7 contains 3278 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18356 members 
Mstep: Class 10 contains 83924 members 
Mstep: Class 11 contains 90059 members 
Mstep: Class 12 contains 141162 members 
Mstep: Class 13 contains 61409 members 
Mstep: Class 14 contains 88493 members 
Mstep: Class 15 contains 405 members 
Mstep: Class 16 contains 20026 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 19 contains 1291 members 
Entering Unmasked Estep 
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Iteration 74Q: 19 clusters Score -3.578625e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 48019 members 
Mstep: Class 6 contains 5265 members 
Mstep: Class 7 contains 3288 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18385 members 
Mstep: Class 10 contains 84071 members 
Mstep: Class 11 contains 90058 members 
Mstep: Class 12 contains 140981 members 
Mstep: Class 13 contains 61461 members 
Mstep: Class 14 contains 88464 members 
Mstep: Class 15 contains 404 members 
Mstep: Class 16 contains 20026 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 19 contains 1291 members 
Entering Unmasked Estep 
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Iteration 75Q: 19 clusters Score -3.578568e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 48281 members 
Mstep: Class 6 contains 5082 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18425 members 
Mstep: Class 10 contains 84243 members 
Mstep: Class 11 contains 90204 members 
Mstep: Class 12 contains 140663 members 
Mstep: Class 13 contains 61518 members 
Mstep: Class 14 contains 88402 members 
Mstep: Class 15 contains 403 members 
Mstep: Class 16 contains 20017 members 
Mstep: Class 17 contains 877 members 
Mstep: Class 19 contains 1291 members 
Entering Unmasked Estep 
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Iteration 76Q: 19 clusters Score -3.578522e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 114 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 48555 members 
Mstep: Class 6 contains 4920 members 
Mstep: Class 7 contains 3307 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18456 members 
Mstep: Class 10 contains 84489 members 
Mstep: Class 11 contains 90357 members 
Mstep: Class 12 contains 140296 members 
Mstep: Class 13 contains 61554 members 
Mstep: Class 14 contains 88320 members 
Mstep: Class 15 contains 403 members 
Mstep: Class 16 contains 20013 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 19 contains 1291 members 
Entering Unmasked Estep 
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Iteration 77Q: 19 clusters Score -3.578456e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 114 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 48831 members 
Mstep: Class 6 contains 4749 members 
Mstep: Class 7 contains 3312 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18498 members 
Mstep: Class 10 contains 84721 members 
Mstep: Class 11 contains 90578 members 
Mstep: Class 12 contains 139846 members 
Mstep: Class 13 contains 61614 members 
Mstep: Class 14 contains 88244 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 20012 members 
Mstep: Class 17 contains 806 members 
Mstep: Class 19 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35783732.000000 Penalty: 10868.774414
Iteration 78Q: 19 clusters Score -3.578373e+07 nChanged 2141
Entering ConstructFrom: 
Score: -35783732.000000 Penalty: 10868.774414
Entering ConstructFrom: 
Trying to split cluster 1 (15294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Entering Unmasked Estep 
Score: -938728.375000 Penalty: 438.402313
	Iteration 0F: 2 clusters Score -938728.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -928505.250000 Penalty: 876.804626
	Iteration 0F: 3 clusters Score -928505.2 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -932585.250000 Penalty: 876.804626
	Iteration 1F: 3 clusters Score -932585.2 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -933053.125000 Penalty: 876.804626
	Iteration 2F: 3 clusters Score -933053.1 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -933867.437500 Penalty: 876.804626
	Iteration 3F: 3 clusters Score -933867.4 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -935130.812500 Penalty: 876.804626
	Iteration 4F: 3 clusters Score -935130.8 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -936538.500000 Penalty: 876.804626
	Iteration 5F: 3 clusters Score -936538.5 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -937591.875000 Penalty: 876.804626
	Iteration 6F: 3 clusters Score -937591.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -938120.375000 Penalty: 876.804626
	Iteration 7Q: 3 clusters Score -938120.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -938327.687500 Penalty: 876.804626
	Iteration 8Q: 3 clusters Score -938327.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -938420.312500 Penalty: 876.804626
	Iteration 9Q: 3 clusters Score -938420.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -938454.312500 Penalty: 876.804626
	Iteration 10Q: 3 clusters Score -938454.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -938482.187500 Penalty: 876.804626
	Iteration 11Q: 3 clusters Score -938482.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -938498.812500 Penalty: 876.804626
	Iteration 12Q: 3 clusters Score -938498.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -938511.937500 Penalty: 876.804626
	Iteration 13Q: 3 clusters Score -938511.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -938519.562500 Penalty: 876.804626
	Iteration 14Q: 3 clusters Score -938519.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -938529.375000 Penalty: 876.804626
	Iteration 15Q: 3 clusters Score -938529.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -938539.500000 Penalty: 876.804626
	Iteration 16Q: 3 clusters Score -938539.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -938543.312500 Penalty: 876.804626
	Iteration 17Q: 3 clusters Score -938543.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -938544.812500 Penalty: 876.804626
	Iteration 18Q: 3 clusters Score -938544.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -938545.812500 Penalty: 876.804626
	Iteration 19Q: 3 clusters Score -938545.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -938545.562500 Penalty: 876.804626
	Iteration 20F: 3 clusters Score -938545.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -938547.375000 Penalty: 876.804626
	Iteration 21Q: 3 clusters Score -938547.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -938547.625000 Penalty: 876.804626
	Iteration 22Q: 3 clusters Score -938547.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -938547.625000 Penalty: 876.804626
	Iteration 23F: 3 clusters Score -938547.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -39346.425781 Penalty: 299.921173
	Iteration 0F: 2 clusters Score -39346.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -38725.515625 Penalty: 599.842346
	Iteration 0F: 3 clusters Score -38725.52 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -38913.218750 Penalty: 599.842346
	Iteration 1F: 3 clusters Score -38913.22 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -38955.578125 Penalty: 599.842346
	Iteration 2F: 3 clusters Score -38955.58 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -39004.210938 Penalty: 599.842346
	Iteration 3F: 3 clusters Score -39004.21 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -39045.621094 Penalty: 599.842346
	Iteration 4F: 3 clusters Score -39045.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -39080.910156 Penalty: 599.842346
	Iteration 5Q: 3 clusters Score -39080.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -39103.511719 Penalty: 599.842346
	Iteration 6Q: 3 clusters Score -39103.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -39134.031250 Penalty: 599.842346
	Iteration 7Q: 3 clusters Score -39134.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -39151.398438 Penalty: 599.842346
	Iteration 8Q: 3 clusters Score -39151.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -39158.707031 Penalty: 599.842346
	Iteration 9Q: 3 clusters Score -39158.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -39162.281250 Penalty: 599.842346
	Iteration 10Q: 3 clusters Score -39162.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -39164.945312 Penalty: 599.842346
	Iteration 11Q: 3 clusters Score -39164.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -39167.363281 Penalty: 599.842346
	Iteration 12Q: 3 clusters Score -39167.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -39169.269531 Penalty: 599.842346
	Iteration 13Q: 3 clusters Score -39169.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -39170.492188 Penalty: 599.842346
	Iteration 14Q: 3 clusters Score -39170.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -39173.617188 Penalty: 599.842346
	Iteration 15Q: 3 clusters Score -39173.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -39175.937500 Penalty: 599.842346
	Iteration 16Q: 3 clusters Score -39175.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -39180.777344 Penalty: 599.842346
	Iteration 17Q: 3 clusters Score -39180.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -39182.164062 Penalty: 599.842346
	Iteration 18Q: 3 clusters Score -39182.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -39182.835938 Penalty: 599.842346
	Iteration 19Q: 3 clusters Score -39182.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -39184.167969 Penalty: 599.842346
	Iteration 20F: 3 clusters Score -39184.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -39184.835938 Penalty: 599.842346
	Iteration 21Q: 3 clusters Score -39184.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39185.066406 Penalty: 599.842346
	Iteration 22Q: 3 clusters Score -39185.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39185.066406 Penalty: 599.842346
	Iteration 23F: 3 clusters Score -39185.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -6459.795898 Penalty: 215.497025
	Iteration 0F: 2 clusters Score -6459.796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6249.282715 Penalty: 430.994049
	Iteration 0F: 3 clusters Score -6249.283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6305.368652 Penalty: 430.994049
	Iteration 1F: 3 clusters Score -6305.369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6319.569824 Penalty: 430.994049
	Iteration 2Q: 3 clusters Score -6319.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6323.020020 Penalty: 430.994049
	Iteration 3Q: 3 clusters Score -6323.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6323.020020 Penalty: 430.994049
	Iteration 4F: 3 clusters Score -6323.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -31413.894531 Penalty: 291.211731
	Iteration 0F: 2 clusters Score -31413.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -30867.529297 Penalty: 582.423462
	Iteration 0F: 3 clusters Score -30867.53 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -31045.125000 Penalty: 582.423462
	Iteration 1F: 3 clusters Score -31045.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31102.666016 Penalty: 582.423462
	Iteration 2F: 3 clusters Score -31102.67 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31157.140625 Penalty: 582.423462
	Iteration 3F: 3 clusters Score -31157.14 nChanged 31
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: -31207.611328 Penalty: 582.423462
	Iteration 4F: 3 clusters Score -31207.61 nChanged 38
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: -31282.078125 Penalty: 582.423462
	Iteration 5F: 3 clusters Score -31282.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31353.470703 Penalty: 582.423462
	Iteration 6F: 3 clusters Score -31353.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -31404.941406 Penalty: 582.423462
	Iteration 7Q: 3 clusters Score -31404.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -31427.482422 Penalty: 582.423462
	Iteration 8Q: 3 clusters Score -31427.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31434.265625 Penalty: 582.423462
	Iteration 9Q: 3 clusters Score -31434.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -31435.787109 Penalty: 582.423462
	Iteration 10Q: 3 clusters Score -31435.79 nChanged 4
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: -31439.699219 Penalty: 582.423462
	Iteration 11Q: 3 clusters Score -31439.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -31445.269531 Penalty: 582.423462
	Iteration 12Q: 3 clusters Score -31445.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -31459.947266 Penalty: 582.423462
	Iteration 13Q: 3 clusters Score -31459.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -31486.341797 Penalty: 582.423462
	Iteration 14Q: 3 clusters Score -31486.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -31507.802734 Penalty: 582.423462
	Iteration 15Q: 3 clusters Score -31507.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -31520.527344 Penalty: 582.423462
	Iteration 16Q: 3 clusters Score -31520.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -31552.900391 Penalty: 582.423462
	Iteration 17Q: 3 clusters Score -31552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31593.564453 Penalty: 582.423462
	Iteration 18Q: 3 clusters Score -31593.56 nChanged 5
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: -31596.904297 Penalty: 582.423462
	Iteration 19Q: 3 clusters Score -31596.9 nChanged 1
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: -31598.105469 Penalty: 582.423462
	Iteration 20F: 3 clusters Score -31598.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31599.308594 Penalty: 582.423462
	Iteration 21Q: 3 clusters Score -31599.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -31600.349609 Penalty: 582.423462
	Iteration 22Q: 3 clusters Score -31600.35 nChanged 2
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: -31600.916016 Penalty: 582.423462
	Iteration 23Q: 3 clusters Score -31600.92 nChanged 0
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: -31600.916016 Penalty: 582.423462
	Iteration 24F: 3 clusters Score -31600.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 114 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 49106 members 
Mstep: Class 6 contains 4586 members 
Mstep: Class 7 contains 3322 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 85038 members 
Mstep: Class 11 contains 90712 members 
Mstep: Class 12 contains 139347 members 
Mstep: Class 13 contains 61674 members 
Mstep: Class 14 contains 88216 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 20014 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 246 members 
Mstep: Class 19 contains 1291 members 
Entering Unmasked Estep 
Score: -35782916.000000 Penalty: 11472.595703
Splitting cluster 4 changes total score from -35783732.000000 to -35782916.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (49106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Entering Unmasked Estep 
Score: -2932739.250000 Penalty: 491.479034
	Iteration 0F: 2 clusters Score -2932739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -2899641.250000 Penalty: 982.958069
	Iteration 0F: 3 clusters Score -2899641 nChanged 23836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -2914615.250000 Penalty: 982.958069
	Iteration 1F: 3 clusters Score -2914615 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -2916437.000000 Penalty: 982.958069
	Iteration 2F: 3 clusters Score -2916437 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -2919342.250000 Penalty: 982.958069
	Iteration 3F: 3 clusters Score -2919342 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -2922551.500000 Penalty: 982.958069
	Iteration 4F: 3 clusters Score -2922552 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -2925017.000000 Penalty: 982.958069
	Iteration 5F: 3 clusters Score -2925017 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -2926368.250000 Penalty: 982.958069
	Iteration 6Q: 3 clusters Score -2926368 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -2927137.250000 Penalty: 982.958069
	Iteration 7Q: 3 clusters Score -2927137 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -2927700.000000 Penalty: 982.958069
	Iteration 8Q: 3 clusters Score -2927700 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -2928261.250000 Penalty: 982.958069
	Iteration 9Q: 3 clusters Score -2928261 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -2928827.750000 Penalty: 982.958069
	Iteration 10Q: 3 clusters Score -2928828 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -2929409.250000 Penalty: 982.958069
	Iteration 11Q: 3 clusters Score -2929409 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -2929907.000000 Penalty: 982.958069
	Iteration 12Q: 3 clusters Score -2929907 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -2930348.750000 Penalty: 982.958069
	Iteration 13Q: 3 clusters Score -2930349 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -2930701.000000 Penalty: 982.958069
	Iteration 14Q: 3 clusters Score -2930701 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -2930989.000000 Penalty: 982.958069
	Iteration 15Q: 3 clusters Score -2930989 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -2931254.500000 Penalty: 982.958069
	Iteration 16Q: 3 clusters Score -2931254 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -2931485.000000 Penalty: 982.958069
	Iteration 17Q: 3 clusters Score -2931485 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -2931659.250000 Penalty: 982.958069
	Iteration 18Q: 3 clusters Score -2931659 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -2931797.250000 Penalty: 982.958069
	Iteration 19Q: 3 clusters Score -2931797 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -2931882.000000 Penalty: 982.958069
	Iteration 20F: 3 clusters Score -2931882 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -2931945.750000 Penalty: 982.958069
	Iteration 21Q: 3 clusters Score -2931946 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -2931989.750000 Penalty: 982.958069
	Iteration 22Q: 3 clusters Score -2931990 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -2932029.000000 Penalty: 982.958069
	Iteration 23Q: 3 clusters Score -2932029 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -2932078.500000 Penalty: 982.958069
	Iteration 24Q: 3 clusters Score -2932078 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -2932111.500000 Penalty: 982.958069
	Iteration 25Q: 3 clusters Score -2932112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -2932133.500000 Penalty: 982.958069
	Iteration 26Q: 3 clusters Score -2932134 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -2932155.750000 Penalty: 982.958069
	Iteration 27Q: 3 clusters Score -2932156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -2932175.000000 Penalty: 982.958069
	Iteration 28Q: 3 clusters Score -2932175 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -2932194.750000 Penalty: 982.958069
	Iteration 29Q: 3 clusters Score -2932195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -2932205.000000 Penalty: 982.958069
	Iteration 30Q: 3 clusters Score -2932205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -2932213.250000 Penalty: 982.958069
	Iteration 31Q: 3 clusters Score -2932213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -2932215.000000 Penalty: 982.958069
	Iteration 32Q: 3 clusters Score -2932215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -2932225.750000 Penalty: 982.958069
	Iteration 33Q: 3 clusters Score -2932226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -2932225.500000 Penalty: 982.958069
	Iteration 34Q: 3 clusters Score -2932226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -2932229.000000 Penalty: 982.958069
	Iteration 35Q: 3 clusters Score -2932229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -2932235.000000 Penalty: 982.958069
	Iteration 36Q: 3 clusters Score -2932235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -2932235.750000 Penalty: 982.958069
	Iteration 37Q: 3 clusters Score -2932236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -2932238.750000 Penalty: 982.958069
	Iteration 38Q: 3 clusters Score -2932239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -2932239.750000 Penalty: 982.958069
	Iteration 39Q: 3 clusters Score -2932240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -2932240.500000 Penalty: 982.958069
	Iteration 40F: 3 clusters Score -2932240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -2932244.000000 Penalty: 982.958069
	Iteration 41Q: 3 clusters Score -2932244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -2932245.500000 Penalty: 982.958069
	Iteration 42Q: 3 clusters Score -2932246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -2932244.000000 Penalty: 982.958069
	Iteration 43Q: 3 clusters Score -2932244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -2932249.750000 Penalty: 982.958069
	Iteration 44Q: 3 clusters Score -2932250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -2932257.500000 Penalty: 982.958069
	Iteration 45Q: 3 clusters Score -2932258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -2932261.000000 Penalty: 982.958069
	Iteration 46Q: 3 clusters Score -2932261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -2932271.000000 Penalty: 982.958069
	Iteration 47Q: 3 clusters Score -2932271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -2932276.750000 Penalty: 982.958069
	Iteration 48Q: 3 clusters Score -2932277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -2932278.250000 Penalty: 982.958069
	Iteration 49Q: 3 clusters Score -2932278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -2932287.250000 Penalty: 982.958069
	Iteration 50Q: 3 clusters Score -2932287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -2932290.000000 Penalty: 982.958069
	Iteration 51Q: 3 clusters Score -2932290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -2932292.000000 Penalty: 982.958069
	Iteration 52Q: 3 clusters Score -2932292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -2932289.500000 Penalty: 982.958069
	Iteration 53Q: 3 clusters Score -2932290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -2932296.000000 Penalty: 982.958069
	Iteration 54Q: 3 clusters Score -2932296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -2932299.000000 Penalty: 982.958069
	Iteration 55Q: 3 clusters Score -2932299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -2932295.250000 Penalty: 982.958069
	Iteration 56Q: 3 clusters Score -2932295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -2932297.250000 Penalty: 982.958069
	Iteration 57Q: 3 clusters Score -2932297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -2932295.250000 Penalty: 982.958069
	Iteration 58Q: 3 clusters Score -2932295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -2932300.750000 Penalty: 982.958069
	Iteration 59Q: 3 clusters Score -2932301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
Score: -2932305.750000 Penalty: 982.958069
	Iteration 60F: 3 clusters Score -2932306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -2932305.500000 Penalty: 982.958069
	Iteration 61Q: 3 clusters Score -2932306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -2932304.250000 Penalty: 982.958069
	Iteration 62Q: 3 clusters Score -2932304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -2932305.000000 Penalty: 982.958069
	Iteration 63Q: 3 clusters Score -2932305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -2932308.000000 Penalty: 982.958069
	Iteration 64Q: 3 clusters Score -2932308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -2932309.250000 Penalty: 982.958069
	Iteration 65Q: 3 clusters Score -2932309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -2932308.250000 Penalty: 982.958069
	Iteration 66Q: 3 clusters Score -2932308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -2932311.750000 Penalty: 982.958069
	Iteration 67Q: 3 clusters Score -2932312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -2932313.250000 Penalty: 982.958069
	Iteration 68Q: 3 clusters Score -2932313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -2932317.500000 Penalty: 982.958069
	Iteration 69Q: 3 clusters Score -2932318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -2932323.250000 Penalty: 982.958069
	Iteration 70Q: 3 clusters Score -2932323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -2932324.250000 Penalty: 982.958069
	Iteration 71Q: 3 clusters Score -2932324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -2932325.750000 Penalty: 982.958069
	Iteration 72Q: 3 clusters Score -2932326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -2932324.250000 Penalty: 982.958069
	Iteration 73Q: 3 clusters Score -2932324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -2932324.250000 Penalty: 982.958069
	Iteration 74F: 3 clusters Score -2932324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Entering Unmasked Estep 
Score: -280614.937500 Penalty: 383.599731
	Iteration 0F: 2 clusters Score -280614.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -277483.843750 Penalty: 767.199463
	Iteration 0F: 3 clusters Score -277483.8 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -278618.156250 Penalty: 767.199463
	Iteration 1F: 3 clusters Score -278618.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -278734.937500 Penalty: 767.199463
	Iteration 2F: 3 clusters Score -278734.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -278878.531250 Penalty: 767.199463
	Iteration 3F: 3 clusters Score -278878.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -279027.593750 Penalty: 767.199463
	Iteration 4F: 3 clusters Score -279027.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -279229.593750 Penalty: 767.199463
	Iteration 5F: 3 clusters Score -279229.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -279493.500000 Penalty: 767.199463
	Iteration 6F: 3 clusters Score -279493.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -279820.031250 Penalty: 767.199463
	Iteration 7F: 3 clusters Score -279820 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -280108.156250 Penalty: 767.199463
	Iteration 8F: 3 clusters Score -280108.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -280256.750000 Penalty: 767.199463
	Iteration 9Q: 3 clusters Score -280256.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -280326.250000 Penalty: 767.199463
	Iteration 10Q: 3 clusters Score -280326.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -280355.031250 Penalty: 767.199463
	Iteration 11Q: 3 clusters Score -280355 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -280376.062500 Penalty: 767.199463
	Iteration 12Q: 3 clusters Score -280376.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -280392.437500 Penalty: 767.199463
	Iteration 13Q: 3 clusters Score -280392.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -280404.406250 Penalty: 767.199463
	Iteration 14Q: 3 clusters Score -280404.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -280412.625000 Penalty: 767.199463
	Iteration 15Q: 3 clusters Score -280412.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -280418.593750 Penalty: 767.199463
	Iteration 16Q: 3 clusters Score -280418.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -280421.718750 Penalty: 767.199463
	Iteration 17Q: 3 clusters Score -280421.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -280423.687500 Penalty: 767.199463
	Iteration 18Q: 3 clusters Score -280423.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -280424.906250 Penalty: 767.199463
	Iteration 19Q: 3 clusters Score -280424.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -280426.562500 Penalty: 767.199463
	Iteration 20F: 3 clusters Score -280426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -280427.000000 Penalty: 767.199463
	Iteration 21Q: 3 clusters Score -280427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -280428.156250 Penalty: 767.199463
	Iteration 22Q: 3 clusters Score -280428.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -280428.562500 Penalty: 767.199463
	Iteration 23Q: 3 clusters Score -280428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -280429.218750 Penalty: 767.199463
	Iteration 24Q: 3 clusters Score -280429.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -280429.218750 Penalty: 767.199463
	Iteration 25Q: 3 clusters Score -280429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -280430.312500 Penalty: 767.199463
	Iteration 26Q: 3 clusters Score -280430.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -280430.281250 Penalty: 767.199463
	Iteration 27Q: 3 clusters Score -280430.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -280433.281250 Penalty: 767.199463
	Iteration 28Q: 3 clusters Score -280433.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -280435.531250 Penalty: 767.199463
	Iteration 29Q: 3 clusters Score -280435.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -280436.812500 Penalty: 767.199463
	Iteration 30Q: 3 clusters Score -280436.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -280438.000000 Penalty: 767.199463
	Iteration 31Q: 3 clusters Score -280438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -280438.312500 Penalty: 767.199463
	Iteration 32Q: 3 clusters Score -280438.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -280439.281250 Penalty: 767.199463
	Iteration 33Q: 3 clusters Score -280439.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -280440.343750 Penalty: 767.199463
	Iteration 34Q: 3 clusters Score -280440.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -280440.718750 Penalty: 767.199463
	Iteration 35Q: 3 clusters Score -280440.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -280440.718750 Penalty: 767.199463
	Iteration 36F: 3 clusters Score -280440.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Entering Unmasked Estep 
Score: -188132.546875 Penalty: 368.928650
	Iteration 0F: 2 clusters Score -188132.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -185882.281250 Penalty: 737.857300
	Iteration 0F: 3 clusters Score -185882.3 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -186722.359375 Penalty: 737.857300
	Iteration 1F: 3 clusters Score -186722.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -186836.125000 Penalty: 737.857300
	Iteration 2F: 3 clusters Score -186836.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -186944.453125 Penalty: 737.857300
	Iteration 3F: 3 clusters Score -186944.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -187045.343750 Penalty: 737.857300
	Iteration 4F: 3 clusters Score -187045.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -187123.140625 Penalty: 737.857300
	Iteration 5Q: 3 clusters Score -187123.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -187207.437500 Penalty: 737.857300
	Iteration 6Q: 3 clusters Score -187207.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -187299.375000 Penalty: 737.857300
	Iteration 7Q: 3 clusters Score -187299.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -187381.671875 Penalty: 737.857300
	Iteration 8Q: 3 clusters Score -187381.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -187447.937500 Penalty: 737.857300
	Iteration 9Q: 3 clusters Score -187447.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -187515.468750 Penalty: 737.857300
	Iteration 10Q: 3 clusters Score -187515.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -187572.656250 Penalty: 737.857300
	Iteration 11Q: 3 clusters Score -187572.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -187620.140625 Penalty: 737.857300
	Iteration 12Q: 3 clusters Score -187620.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -187658.843750 Penalty: 737.857300
	Iteration 13Q: 3 clusters Score -187658.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -187687.359375 Penalty: 737.857300
	Iteration 14Q: 3 clusters Score -187687.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -187706.718750 Penalty: 737.857300
	Iteration 15Q: 3 clusters Score -187706.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -187720.171875 Penalty: 737.857300
	Iteration 16Q: 3 clusters Score -187720.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -187735.140625 Penalty: 737.857300
	Iteration 17Q: 3 clusters Score -187735.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -187752.078125 Penalty: 737.857300
	Iteration 18Q: 3 clusters Score -187752.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -187761.968750 Penalty: 737.857300
	Iteration 19Q: 3 clusters Score -187762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -187765.562500 Penalty: 737.857300
	Iteration 20F: 3 clusters Score -187765.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -187767.343750 Penalty: 737.857300
	Iteration 21Q: 3 clusters Score -187767.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -187768.109375 Penalty: 737.857300
	Iteration 22Q: 3 clusters Score -187768.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -187769.125000 Penalty: 737.857300
	Iteration 23Q: 3 clusters Score -187769.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -187770.046875 Penalty: 737.857300
	Iteration 24Q: 3 clusters Score -187770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -187770.671875 Penalty: 737.857300
	Iteration 25Q: 3 clusters Score -187770.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -187770.500000 Penalty: 737.857300
	Iteration 26Q: 3 clusters Score -187770.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -187770.500000 Penalty: 737.857300
	Iteration 27F: 3 clusters Score -187770.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -13236.110352 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -13236.11 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 98 members 
Entering Unmasked Estep 
Score: -12932.090820 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -12932.09 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12991.778320 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -12991.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13003.597656 Penalty: 490.820129
	Iteration 2Q: 3 clusters Score -13003.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13005.479492 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -13005.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13007.099609 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -13007.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13008.518555 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -13008.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13008.518555 Penalty: 490.820129
	Iteration 6F: 3 clusters Score -13008.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Entering Unmasked Estep 
Score: -1154317.250000 Penalty: 447.122894
	Iteration 0F: 2 clusters Score -1154317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1141978.625000 Penalty: 894.245789
	Iteration 0F: 3 clusters Score -1141979 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1147191.000000 Penalty: 894.245789
	Iteration 1F: 3 clusters Score -1147191 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1147892.875000 Penalty: 894.245789
	Iteration 2F: 3 clusters Score -1147893 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1149074.250000 Penalty: 894.245789
	Iteration 3F: 3 clusters Score -1149074 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1150845.500000 Penalty: 894.245789
	Iteration 4F: 3 clusters Score -1150846 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1152598.625000 Penalty: 894.245789
	Iteration 5F: 3 clusters Score -1152599 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1153571.625000 Penalty: 894.245789
	Iteration 6F: 3 clusters Score -1153572 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1153906.625000 Penalty: 894.245789
	Iteration 7Q: 3 clusters Score -1153907 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1154008.250000 Penalty: 894.245789
	Iteration 8Q: 3 clusters Score -1154008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1154036.125000 Penalty: 894.245789
	Iteration 9Q: 3 clusters Score -1154036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1154049.125000 Penalty: 894.245789
	Iteration 10Q: 3 clusters Score -1154049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1154051.750000 Penalty: 894.245789
	Iteration 11Q: 3 clusters Score -1154052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1154052.750000 Penalty: 894.245789
	Iteration 12Q: 3 clusters Score -1154053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1154052.875000 Penalty: 894.245789
	Iteration 13Q: 3 clusters Score -1154053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1154052.875000 Penalty: 894.245789
	Iteration 14F: 3 clusters Score -1154053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (85038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85038 members 
Entering Unmasked Estep 
Score: -5528796.000000 Penalty: 516.463867
	Iteration 0F: 2 clusters Score -5528796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -5473004.500000 Penalty: 1032.927734
	Iteration 0F: 3 clusters Score -5473004 nChanged 41569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -5503816.500000 Penalty: 1032.927734
	Iteration 1F: 3 clusters Score -5503816 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -5511815.000000 Penalty: 1032.927734
	Iteration 2F: 3 clusters Score -5511815 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -5520102.000000 Penalty: 1032.927734
	Iteration 3F: 3 clusters Score -5520102 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58865 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -5525614.000000 Penalty: 1032.927734
	Iteration 4F: 3 clusters Score -5525614 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -5528159.500000 Penalty: 1032.927734
	Iteration 5Q: 3 clusters Score -5528160 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -5528912.000000 Penalty: 1032.927734
	Iteration 6Q: 3 clusters Score -5528912 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60020 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -5529187.500000 Penalty: 1032.927734
	Iteration 7Q: 3 clusters Score -5529188 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59876 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -5529239.500000 Penalty: 1032.927734
	Iteration 8Q: 3 clusters Score -5529240 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -5529270.500000 Penalty: 1032.927734
	Iteration 9Q: 3 clusters Score -5529270 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -5529252.000000 Penalty: 1032.927734
	Iteration 10Q: 3 clusters Score -5529252 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -5529214.000000 Penalty: 1032.927734
	Iteration 11Q: 3 clusters Score -5529214 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -5529166.500000 Penalty: 1032.927734
	Iteration 12Q: 3 clusters Score -5529166 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -5529126.000000 Penalty: 1032.927734
	Iteration 13Q: 3 clusters Score -5529126 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -5529084.500000 Penalty: 1032.927734
	Iteration 14Q: 3 clusters Score -5529084 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -5529021.000000 Penalty: 1032.927734
	Iteration 15Q: 3 clusters Score -5529021 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -5528982.000000 Penalty: 1032.927734
	Iteration 16Q: 3 clusters Score -5528982 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -5528957.000000 Penalty: 1032.927734
	Iteration 17Q: 3 clusters Score -5528957 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56786 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -5528928.000000 Penalty: 1032.927734
	Iteration 18Q: 3 clusters Score -5528928 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -5528875.000000 Penalty: 1032.927734
	Iteration 19Q: 3 clusters Score -5528875 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -5528853.500000 Penalty: 1032.927734
	Iteration 20F: 3 clusters Score -5528854 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -5528794.500000 Penalty: 1032.927734
	Iteration 21Q: 3 clusters Score -5528794 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -5528738.000000 Penalty: 1032.927734
	Iteration 22Q: 3 clusters Score -5528738 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -5528679.000000 Penalty: 1032.927734
	Iteration 23Q: 3 clusters Score -5528679 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -5528646.500000 Penalty: 1032.927734
	Iteration 24Q: 3 clusters Score -5528646 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -5528584.500000 Penalty: 1032.927734
	Iteration 25Q: 3 clusters Score -5528584 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -5528540.500000 Penalty: 1032.927734
	Iteration 26Q: 3 clusters Score -5528540 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -5528538.000000 Penalty: 1032.927734
	Iteration 27Q: 3 clusters Score -5528538 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -5528530.000000 Penalty: 1032.927734
	Iteration 28Q: 3 clusters Score -5528530 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -5528498.500000 Penalty: 1032.927734
	Iteration 29Q: 3 clusters Score -5528498 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -5528467.000000 Penalty: 1032.927734
	Iteration 30Q: 3 clusters Score -5528467 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -5528442.500000 Penalty: 1032.927734
	Iteration 31Q: 3 clusters Score -5528442 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -5528428.000000 Penalty: 1032.927734
	Iteration 32Q: 3 clusters Score -5528428 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -5528405.000000 Penalty: 1032.927734
	Iteration 33Q: 3 clusters Score -5528405 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -5528374.000000 Penalty: 1032.927734
	Iteration 34Q: 3 clusters Score -5528374 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52199 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -5528357.000000 Penalty: 1032.927734
	Iteration 35Q: 3 clusters Score -5528357 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -5528320.000000 Penalty: 1032.927734
	Iteration 36Q: 3 clusters Score -5528320 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -5528304.500000 Penalty: 1032.927734
	Iteration 37Q: 3 clusters Score -5528304 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51646 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -5528318.000000 Penalty: 1032.927734
	Iteration 38Q: 3 clusters Score -5528318 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -5528290.000000 Penalty: 1032.927734
	Iteration 39Q: 3 clusters Score -5528290 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -5528290.000000 Penalty: 1032.927734
	Iteration 40F: 3 clusters Score -5528290 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -5528274.000000 Penalty: 1032.927734
	Iteration 41Q: 3 clusters Score -5528274 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -5528276.500000 Penalty: 1032.927734
	Iteration 42Q: 3 clusters Score -5528276 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -5528270.500000 Penalty: 1032.927734
	Iteration 43Q: 3 clusters Score -5528270 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -5528265.500000 Penalty: 1032.927734
	Iteration 44Q: 3 clusters Score -5528266 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -5528244.500000 Penalty: 1032.927734
	Iteration 45Q: 3 clusters Score -5528244 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -5528235.500000 Penalty: 1032.927734
	Iteration 46Q: 3 clusters Score -5528236 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -5528213.000000 Penalty: 1032.927734
	Iteration 47Q: 3 clusters Score -5528213 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -5528202.500000 Penalty: 1032.927734
	Iteration 48Q: 3 clusters Score -5528202 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -5528212.500000 Penalty: 1032.927734
	Iteration 49Q: 3 clusters Score -5528212 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -5528214.500000 Penalty: 1032.927734
	Iteration 50Q: 3 clusters Score -5528214 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -5528201.500000 Penalty: 1032.927734
	Iteration 51Q: 3 clusters Score -5528202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -5528213.500000 Penalty: 1032.927734
	Iteration 52Q: 3 clusters Score -5528214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50253 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -5528210.000000 Penalty: 1032.927734
	Iteration 53Q: 3 clusters Score -5528210 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -5528215.500000 Penalty: 1032.927734
	Iteration 54Q: 3 clusters Score -5528216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -5528212.000000 Penalty: 1032.927734
	Iteration 55Q: 3 clusters Score -5528212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50148 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -5528207.500000 Penalty: 1032.927734
	Iteration 56Q: 3 clusters Score -5528208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -5528205.000000 Penalty: 1032.927734
	Iteration 57Q: 3 clusters Score -5528205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -5528202.500000 Penalty: 1032.927734
	Iteration 58Q: 3 clusters Score -5528202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -5528202.000000 Penalty: 1032.927734
	Iteration 59Q: 3 clusters Score -5528202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -5528204.500000 Penalty: 1032.927734
	Iteration 60F: 3 clusters Score -5528204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -5528206.500000 Penalty: 1032.927734
	Iteration 61Q: 3 clusters Score -5528206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -5528208.500000 Penalty: 1032.927734
	Iteration 62Q: 3 clusters Score -5528208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -5528212.500000 Penalty: 1032.927734
	Iteration 63Q: 3 clusters Score -5528212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -5528208.000000 Penalty: 1032.927734
	Iteration 64Q: 3 clusters Score -5528208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -5528221.500000 Penalty: 1032.927734
	Iteration 65Q: 3 clusters Score -5528222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -5528224.000000 Penalty: 1032.927734
	Iteration 66Q: 3 clusters Score -5528224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -5528211.500000 Penalty: 1032.927734
	Iteration 67Q: 3 clusters Score -5528212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -5528215.000000 Penalty: 1032.927734
	Iteration 68Q: 3 clusters Score -5528215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -5528217.500000 Penalty: 1032.927734
	Iteration 69Q: 3 clusters Score -5528218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -5528215.000000 Penalty: 1032.927734
	Iteration 70Q: 3 clusters Score -5528215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -5528220.500000 Penalty: 1032.927734
	Iteration 71Q: 3 clusters Score -5528220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -5528222.000000 Penalty: 1032.927734
	Iteration 72Q: 3 clusters Score -5528222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -5528212.000000 Penalty: 1032.927734
	Iteration 73Q: 3 clusters Score -5528212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -5528207.500000 Penalty: 1032.927734
	Iteration 74Q: 3 clusters Score -5528208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -5528207.500000 Penalty: 1032.927734
	Iteration 75Q: 3 clusters Score -5528208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -5528213.000000 Penalty: 1032.927734
	Iteration 76Q: 3 clusters Score -5528213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -5528210.000000 Penalty: 1032.927734
	Iteration 77Q: 3 clusters Score -5528210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -5528215.000000 Penalty: 1032.927734
	Iteration 78Q: 3 clusters Score -5528215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -5528216.000000 Penalty: 1032.927734
	Iteration 79Q: 3 clusters Score -5528216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -5528214.500000 Penalty: 1032.927734
	Iteration 80F: 3 clusters Score -5528214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -5528213.000000 Penalty: 1032.927734
	Iteration 81Q: 3 clusters Score -5528213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -5528213.000000 Penalty: 1032.927734
	Iteration 82F: 3 clusters Score -5528213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (90712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90712 members 
Entering Unmasked Estep 
Score: -5962378.000000 Penalty: 519.402771
	Iteration 0F: 2 clusters Score -5962378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -5908912.500000 Penalty: 1038.805542
	Iteration 0F: 3 clusters Score -5908912 nChanged 44495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -5938052.000000 Penalty: 1038.805542
	Iteration 1F: 3 clusters Score -5938052 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -5942808.500000 Penalty: 1038.805542
	Iteration 2F: 3 clusters Score -5942808 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -5949710.500000 Penalty: 1038.805542
	Iteration 3F: 3 clusters Score -5949710 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -5956724.500000 Penalty: 1038.805542
	Iteration 4F: 3 clusters Score -5956724 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -5959893.500000 Penalty: 1038.805542
	Iteration 5F: 3 clusters Score -5959894 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53877 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -5960747.000000 Penalty: 1038.805542
	Iteration 6Q: 3 clusters Score -5960747 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -5961173.000000 Penalty: 1038.805542
	Iteration 7Q: 3 clusters Score -5961173 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -5961637.500000 Penalty: 1038.805542
	Iteration 8Q: 3 clusters Score -5961638 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -5961900.500000 Penalty: 1038.805542
	Iteration 9Q: 3 clusters Score -5961900 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -5962314.000000 Penalty: 1038.805542
	Iteration 10Q: 3 clusters Score -5962314 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -5962644.500000 Penalty: 1038.805542
	Iteration 11Q: 3 clusters Score -5962644 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -5963046.000000 Penalty: 1038.805542
	Iteration 12Q: 3 clusters Score -5963046 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -5963280.000000 Penalty: 1038.805542
	Iteration 13Q: 3 clusters Score -5963280 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -5963333.500000 Penalty: 1038.805542
	Iteration 14Q: 3 clusters Score -5963334 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 53244 members 
Entering Unmasked Estep 
Score: -5963383.000000 Penalty: 1038.805542
	Iteration 15Q: 3 clusters Score -5963383 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -5963527.500000 Penalty: 1038.805542
	Iteration 16Q: 3 clusters Score -5963528 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -5963606.500000 Penalty: 1038.805542
	Iteration 17Q: 3 clusters Score -5963606 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -5963707.500000 Penalty: 1038.805542
	Iteration 18Q: 3 clusters Score -5963708 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -5963811.500000 Penalty: 1038.805542
	Iteration 19Q: 3 clusters Score -5963812 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 59434 members 
Entering Unmasked Estep 
Score: -5963907.000000 Penalty: 1038.805542
	Iteration 20F: 3 clusters Score -5963907 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -5964022.500000 Penalty: 1038.805542
	Iteration 21Q: 3 clusters Score -5964022 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 62421 members 
Entering Unmasked Estep 
Score: -5964243.000000 Penalty: 1038.805542
	Iteration 22Q: 3 clusters Score -5964243 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -5964428.000000 Penalty: 1038.805542
	Iteration 23Q: 3 clusters Score -5964428 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -5964667.000000 Penalty: 1038.805542
	Iteration 24Q: 3 clusters Score -5964667 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 67738 members 
Entering Unmasked Estep 
Score: -5964887.500000 Penalty: 1038.805542
	Iteration 25Q: 3 clusters Score -5964888 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 69586 members 
Entering Unmasked Estep 
Score: -5965132.000000 Penalty: 1038.805542
	Iteration 26Q: 3 clusters Score -5965132 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 71392 members 
Entering Unmasked Estep 
Score: -5965424.000000 Penalty: 1038.805542
	Iteration 27Q: 3 clusters Score -5965424 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 73087 members 
Entering Unmasked Estep 
Score: -5965687.000000 Penalty: 1038.805542
	Iteration 28Q: 3 clusters Score -5965687 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 74735 members 
Entering Unmasked Estep 
Score: -5965991.500000 Penalty: 1038.805542
	Iteration 29Q: 3 clusters Score -5965992 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 76298 members 
Entering Unmasked Estep 
Score: -5966625.500000 Penalty: 1038.805542
	Iteration 30Q: 3 clusters Score -5966626 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 77391 members 
Entering Unmasked Estep 
Score: -5966962.500000 Penalty: 1038.805542
	Iteration 31Q: 3 clusters Score -5966962 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
Score: -5967137.000000 Penalty: 1038.805542
	Iteration 32Q: 3 clusters Score -5967137 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -5967212.500000 Penalty: 1038.805542
	Iteration 33Q: 3 clusters Score -5967212 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 79423 members 
Entering Unmasked Estep 
Score: -5967248.000000 Penalty: 1038.805542
	Iteration 34Q: 3 clusters Score -5967248 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 79903 members 
Entering Unmasked Estep 
Score: -5967213.000000 Penalty: 1038.805542
	Iteration 35Q: 3 clusters Score -5967213 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 80259 members 
Entering Unmasked Estep 
Score: -5967177.500000 Penalty: 1038.805542
	Iteration 36Q: 3 clusters Score -5967178 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 80523 members 
Entering Unmasked Estep 
Score: -5967151.000000 Penalty: 1038.805542
	Iteration 37Q: 3 clusters Score -5967151 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 80744 members 
Entering Unmasked Estep 
Score: -5967131.000000 Penalty: 1038.805542
	Iteration 38Q: 3 clusters Score -5967131 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -5967130.000000 Penalty: 1038.805542
	Iteration 39Q: 3 clusters Score -5967130 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 81106 members 
Entering Unmasked Estep 
Score: -5967079.000000 Penalty: 1038.805542
	Iteration 40F: 3 clusters Score -5967079 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -5967046.500000 Penalty: 1038.805542
	Iteration 41Q: 3 clusters Score -5967046 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 81399 members 
Entering Unmasked Estep 
Score: -5966992.500000 Penalty: 1038.805542
	Iteration 42Q: 3 clusters Score -5966992 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 81492 members 
Entering Unmasked Estep 
Score: -5966963.000000 Penalty: 1038.805542
	Iteration 43Q: 3 clusters Score -5966963 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 81579 members 
Entering Unmasked Estep 
Score: -5966955.500000 Penalty: 1038.805542
	Iteration 44Q: 3 clusters Score -5966956 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 81657 members 
Entering Unmasked Estep 
Score: -5966942.000000 Penalty: 1038.805542
	Iteration 45Q: 3 clusters Score -5966942 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 81743 members 
Entering Unmasked Estep 
Score: -5966912.500000 Penalty: 1038.805542
	Iteration 46Q: 3 clusters Score -5966912 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 81818 members 
Entering Unmasked Estep 
Score: -5966877.000000 Penalty: 1038.805542
	Iteration 47Q: 3 clusters Score -5966877 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -5966843.500000 Penalty: 1038.805542
	Iteration 48Q: 3 clusters Score -5966844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 81925 members 
Entering Unmasked Estep 
Score: -5966840.000000 Penalty: 1038.805542
	Iteration 49Q: 3 clusters Score -5966840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 81959 members 
Entering Unmasked Estep 
Score: -5966832.000000 Penalty: 1038.805542
	Iteration 50Q: 3 clusters Score -5966832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 81983 members 
Entering Unmasked Estep 
Score: -5966806.500000 Penalty: 1038.805542
	Iteration 51Q: 3 clusters Score -5966806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 82006 members 
Entering Unmasked Estep 
Score: -5966805.000000 Penalty: 1038.805542
	Iteration 52Q: 3 clusters Score -5966805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 82022 members 
Entering Unmasked Estep 
Score: -5966804.500000 Penalty: 1038.805542
	Iteration 53Q: 3 clusters Score -5966804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 82038 members 
Entering Unmasked Estep 
Score: -5966812.500000 Penalty: 1038.805542
	Iteration 54Q: 3 clusters Score -5966812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 82052 members 
Entering Unmasked Estep 
Score: -5966817.500000 Penalty: 1038.805542
	Iteration 55Q: 3 clusters Score -5966818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 82067 members 
Entering Unmasked Estep 
Score: -5966809.000000 Penalty: 1038.805542
	Iteration 56Q: 3 clusters Score -5966809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 82082 members 
Entering Unmasked Estep 
Score: -5966801.000000 Penalty: 1038.805542
	Iteration 57Q: 3 clusters Score -5966801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 82096 members 
Entering Unmasked Estep 
Score: -5966793.500000 Penalty: 1038.805542
	Iteration 58Q: 3 clusters Score -5966794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 82109 members 
Entering Unmasked Estep 
Score: -5966794.000000 Penalty: 1038.805542
	Iteration 59Q: 3 clusters Score -5966794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 82122 members 
Entering Unmasked Estep 
Score: -5966790.500000 Penalty: 1038.805542
	Iteration 60F: 3 clusters Score -5966790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 82134 members 
Entering Unmasked Estep 
Score: -5966789.500000 Penalty: 1038.805542
	Iteration 61Q: 3 clusters Score -5966790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 82145 members 
Entering Unmasked Estep 
Score: -5966781.500000 Penalty: 1038.805542
	Iteration 62Q: 3 clusters Score -5966782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 82153 members 
Entering Unmasked Estep 
Score: -5966772.500000 Penalty: 1038.805542
	Iteration 63Q: 3 clusters Score -5966772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 82163 members 
Entering Unmasked Estep 
Score: -5966772.000000 Penalty: 1038.805542
	Iteration 64Q: 3 clusters Score -5966772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 82175 members 
Entering Unmasked Estep 
Score: -5966768.500000 Penalty: 1038.805542
	Iteration 65Q: 3 clusters Score -5966768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 82184 members 
Entering Unmasked Estep 
Score: -5966760.000000 Penalty: 1038.805542
	Iteration 66Q: 3 clusters Score -5966760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 82192 members 
Entering Unmasked Estep 
Score: -5966758.000000 Penalty: 1038.805542
	Iteration 67Q: 3 clusters Score -5966758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -5966760.500000 Penalty: 1038.805542
	Iteration 68Q: 3 clusters Score -5966760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 82202 members 
Entering Unmasked Estep 
Score: -5966757.000000 Penalty: 1038.805542
	Iteration 69Q: 3 clusters Score -5966757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 82205 members 
Entering Unmasked Estep 
Score: -5966752.500000 Penalty: 1038.805542
	Iteration 70Q: 3 clusters Score -5966752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 82211 members 
Entering Unmasked Estep 
Score: -5966753.000000 Penalty: 1038.805542
	Iteration 71Q: 3 clusters Score -5966753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 82218 members 
Entering Unmasked Estep 
Score: -5966747.500000 Penalty: 1038.805542
	Iteration 72Q: 3 clusters Score -5966748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 82225 members 
Entering Unmasked Estep 
Score: -5966745.000000 Penalty: 1038.805542
	Iteration 73Q: 3 clusters Score -5966745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -5966738.500000 Penalty: 1038.805542
	Iteration 74Q: 3 clusters Score -5966738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 82234 members 
Entering Unmasked Estep 
Score: -5966737.500000 Penalty: 1038.805542
	Iteration 75Q: 3 clusters Score -5966738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 82236 members 
Entering Unmasked Estep 
Score: -5966736.500000 Penalty: 1038.805542
	Iteration 76Q: 3 clusters Score -5966736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -5966746.000000 Penalty: 1038.805542
	Iteration 77Q: 3 clusters Score -5966746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 82244 members 
Entering Unmasked Estep 
Score: -5966743.500000 Penalty: 1038.805542
	Iteration 78Q: 3 clusters Score -5966744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 82247 members 
Entering Unmasked Estep 
Score: -5966736.500000 Penalty: 1038.805542
	Iteration 79Q: 3 clusters Score -5966736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 82249 members 
Entering Unmasked Estep 
Score: -5966731.000000 Penalty: 1038.805542
	Iteration 80F: 3 clusters Score -5966731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 82249 members 
Entering Unmasked Estep 
Score: -5966734.000000 Penalty: 1038.805542
	Iteration 81Q: 3 clusters Score -5966734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 82249 members 
Entering Unmasked Estep 
Score: -5966734.000000 Penalty: 1038.805542
	Iteration 82F: 3 clusters Score -5966734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 114 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 49106 members 
Mstep: Class 6 contains 4586 members 
Mstep: Class 7 contains 3322 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 85038 members 
Mstep: Class 11 contains 8463 members 
Mstep: Class 12 contains 139347 members 
Mstep: Class 13 contains 61674 members 
Mstep: Class 14 contains 88216 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 20014 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 82249 members 
Mstep: Class 19 contains 1291 members 
Entering Unmasked Estep 
Score: -35787448.000000 Penalty: 11472.595703
Splitting cluster 11 changes total score from -35783732.000000 to -35787448.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 12 (139347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139347 members 
Entering Unmasked Estep 
Score: -9077815.000000 Penalty: 538.934875
	Iteration 0F: 2 clusters Score -9077815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -9016977.000000 Penalty: 1077.869751
	Iteration 0F: 3 clusters Score -9016977 nChanged 68531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 79097 members 
Entering Unmasked Estep 
Score: -9063474.000000 Penalty: 1077.869751
	Iteration 1F: 3 clusters Score -9063474 nChanged 11218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 87311 members 
Entering Unmasked Estep 
Score: -9072666.000000 Penalty: 1077.869751
	Iteration 2F: 3 clusters Score -9072666 nChanged 12709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 91798 members 
Entering Unmasked Estep 
Score: -9084310.000000 Penalty: 1077.869751
	Iteration 3F: 3 clusters Score -9084310 nChanged 12703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 91863 members 
Entering Unmasked Estep 
Score: -9096976.000000 Penalty: 1077.869751
	Iteration 4F: 3 clusters Score -9096976 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -9100913.000000 Penalty: 1077.869751
	Iteration 5F: 3 clusters Score -9100913 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 89276 members 
Entering Unmasked Estep 
Score: -9101576.000000 Penalty: 1077.869751
	Iteration 6Q: 3 clusters Score -9101576 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 88514 members 
Entering Unmasked Estep 
Score: -9102386.000000 Penalty: 1077.869751
	Iteration 7Q: 3 clusters Score -9102386 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 87949 members 
Entering Unmasked Estep 
Score: -9103106.000000 Penalty: 1077.869751
	Iteration 8Q: 3 clusters Score -9103106 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 87421 members 
Entering Unmasked Estep 
Score: -9103820.000000 Penalty: 1077.869751
	Iteration 9Q: 3 clusters Score -9103820 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 87140 members 
Entering Unmasked Estep 
Score: -9104296.000000 Penalty: 1077.869751
	Iteration 10Q: 3 clusters Score -9104296 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 87027 members 
Entering Unmasked Estep 
Score: -9104562.000000 Penalty: 1077.869751
	Iteration 11Q: 3 clusters Score -9104562 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 86996 members 
Entering Unmasked Estep 
Score: -9104623.000000 Penalty: 1077.869751
	Iteration 12Q: 3 clusters Score -9104623 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 87058 members 
Entering Unmasked Estep 
Score: -9104558.000000 Penalty: 1077.869751
	Iteration 13Q: 3 clusters Score -9104558 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 87091 members 
Entering Unmasked Estep 
Score: -9104510.000000 Penalty: 1077.869751
	Iteration 14Q: 3 clusters Score -9104510 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 87155 members 
Entering Unmasked Estep 
Score: -9104512.000000 Penalty: 1077.869751
	Iteration 15Q: 3 clusters Score -9104512 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 87192 members 
Entering Unmasked Estep 
Score: -9104521.000000 Penalty: 1077.869751
	Iteration 16Q: 3 clusters Score -9104521 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 87167 members 
Entering Unmasked Estep 
Score: -9104568.000000 Penalty: 1077.869751
	Iteration 17Q: 3 clusters Score -9104568 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -9104586.000000 Penalty: 1077.869751
	Iteration 18Q: 3 clusters Score -9104586 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 87171 members 
Entering Unmasked Estep 
Score: -9104585.000000 Penalty: 1077.869751
	Iteration 19Q: 3 clusters Score -9104585 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 87216 members 
Entering Unmasked Estep 
Score: -9104546.000000 Penalty: 1077.869751
	Iteration 20F: 3 clusters Score -9104546 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 87256 members 
Entering Unmasked Estep 
Score: -9104489.000000 Penalty: 1077.869751
	Iteration 21Q: 3 clusters Score -9104489 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 87309 members 
Entering Unmasked Estep 
Score: -9104448.000000 Penalty: 1077.869751
	Iteration 22Q: 3 clusters Score -9104448 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 87330 members 
Entering Unmasked Estep 
Score: -9104433.000000 Penalty: 1077.869751
	Iteration 23Q: 3 clusters Score -9104433 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 87357 members 
Entering Unmasked Estep 
Score: -9104404.000000 Penalty: 1077.869751
	Iteration 24Q: 3 clusters Score -9104404 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 87358 members 
Entering Unmasked Estep 
Score: -9104428.000000 Penalty: 1077.869751
	Iteration 25Q: 3 clusters Score -9104428 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 87345 members 
Entering Unmasked Estep 
Score: -9104437.000000 Penalty: 1077.869751
	Iteration 26Q: 3 clusters Score -9104437 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 87357 members 
Entering Unmasked Estep 
Score: -9104424.000000 Penalty: 1077.869751
	Iteration 27Q: 3 clusters Score -9104424 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51982 members 
Mstep: Class 2 contains 87365 members 
Entering Unmasked Estep 
Score: -9104393.000000 Penalty: 1077.869751
	Iteration 28Q: 3 clusters Score -9104393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 87352 members 
Entering Unmasked Estep 
Score: -9104411.000000 Penalty: 1077.869751
	Iteration 29Q: 3 clusters Score -9104411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 87359 members 
Entering Unmasked Estep 
Score: -9104389.000000 Penalty: 1077.869751
	Iteration 30Q: 3 clusters Score -9104389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 87368 members 
Entering Unmasked Estep 
Score: -9104375.000000 Penalty: 1077.869751
	Iteration 31Q: 3 clusters Score -9104375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 87364 members 
Entering Unmasked Estep 
Score: -9104382.000000 Penalty: 1077.869751
	Iteration 32Q: 3 clusters Score -9104382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51982 members 
Mstep: Class 2 contains 87365 members 
Entering Unmasked Estep 
Score: -9104375.000000 Penalty: 1077.869751
	Iteration 33Q: 3 clusters Score -9104375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 87362 members 
Entering Unmasked Estep 
Score: -9104387.000000 Penalty: 1077.869751
	Iteration 34Q: 3 clusters Score -9104387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 87361 members 
Entering Unmasked Estep 
Score: -9104389.000000 Penalty: 1077.869751
	Iteration 35Q: 3 clusters Score -9104389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 87355 members 
Entering Unmasked Estep 
Score: -9104383.000000 Penalty: 1077.869751
	Iteration 36Q: 3 clusters Score -9104383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 87354 members 
Entering Unmasked Estep 
Score: -9104383.000000 Penalty: 1077.869751
	Iteration 37Q: 3 clusters Score -9104383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 87354 members 
Entering Unmasked Estep 
Score: -9104383.000000 Penalty: 1077.869751
	Iteration 38F: 3 clusters Score -9104383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 114 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 49106 members 
Mstep: Class 6 contains 4586 members 
Mstep: Class 7 contains 3322 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 85038 members 
Mstep: Class 11 contains 8463 members 
Mstep: Class 12 contains 51993 members 
Mstep: Class 13 contains 61674 members 
Mstep: Class 14 contains 88216 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 20014 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 82249 members 
Mstep: Class 19 contains 1291 members 
Mstep: Class 20 contains 87354 members 
Entering Unmasked Estep 
Score: -35814232.000000 Penalty: 12076.416016
Splitting cluster 12 changes total score from -35783732.000000 to -35814232.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 13 (61674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Entering Unmasked Estep 
Score: -3715191.000000 Penalty: 501.847595
	Iteration 0F: 2 clusters Score -3715191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -3673782.500000 Penalty: 1003.695190
	Iteration 0F: 3 clusters Score -3673782 nChanged 29924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -3692187.500000 Penalty: 1003.695190
	Iteration 1F: 3 clusters Score -3692188 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -3693576.000000 Penalty: 1003.695190
	Iteration 2Q: 3 clusters Score -3693576 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -3695523.250000 Penalty: 1003.695190
	Iteration 3F: 3 clusters Score -3695523 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -3697925.250000 Penalty: 1003.695190
	Iteration 4F: 3 clusters Score -3697925 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -3700633.000000 Penalty: 1003.695190
	Iteration 5F: 3 clusters Score -3700633 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -3702946.500000 Penalty: 1003.695190
	Iteration 6F: 3 clusters Score -3702946 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -3704106.250000 Penalty: 1003.695190
	Iteration 7Q: 3 clusters Score -3704106 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -3704515.250000 Penalty: 1003.695190
	Iteration 8Q: 3 clusters Score -3704515 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -3704673.500000 Penalty: 1003.695190
	Iteration 9Q: 3 clusters Score -3704674 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -3704848.500000 Penalty: 1003.695190
	Iteration 10Q: 3 clusters Score -3704848 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -3705019.000000 Penalty: 1003.695190
	Iteration 11Q: 3 clusters Score -3705019 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -3705227.750000 Penalty: 1003.695190
	Iteration 12Q: 3 clusters Score -3705228 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -3705473.000000 Penalty: 1003.695190
	Iteration 13Q: 3 clusters Score -3705473 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -3705701.750000 Penalty: 1003.695190
	Iteration 14Q: 3 clusters Score -3705702 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -3705953.750000 Penalty: 1003.695190
	Iteration 15Q: 3 clusters Score -3705954 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3706257.250000 Penalty: 1003.695190
	Iteration 16Q: 3 clusters Score -3706257 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -3706651.750000 Penalty: 1003.695190
	Iteration 17Q: 3 clusters Score -3706652 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -3707176.500000 Penalty: 1003.695190
	Iteration 18Q: 3 clusters Score -3707176 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -3707807.250000 Penalty: 1003.695190
	Iteration 19Q: 3 clusters Score -3707807 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -3708499.500000 Penalty: 1003.695190
	Iteration 20F: 3 clusters Score -3708500 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -3709281.750000 Penalty: 1003.695190
	Iteration 21Q: 3 clusters Score -3709282 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -3710093.750000 Penalty: 1003.695190
	Iteration 22Q: 3 clusters Score -3710094 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3710873.250000 Penalty: 1003.695190
	Iteration 23Q: 3 clusters Score -3710873 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3711462.000000 Penalty: 1003.695190
	Iteration 24Q: 3 clusters Score -3711462 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -3711929.500000 Penalty: 1003.695190
	Iteration 25Q: 3 clusters Score -3711930 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -3712209.750000 Penalty: 1003.695190
	Iteration 26Q: 3 clusters Score -3712210 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -3712433.250000 Penalty: 1003.695190
	Iteration 27Q: 3 clusters Score -3712433 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -3712583.000000 Penalty: 1003.695190
	Iteration 28Q: 3 clusters Score -3712583 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -3712722.750000 Penalty: 1003.695190
	Iteration 29Q: 3 clusters Score -3712723 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3712830.750000 Penalty: 1003.695190
	Iteration 30Q: 3 clusters Score -3712831 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3712946.000000 Penalty: 1003.695190
	Iteration 31Q: 3 clusters Score -3712946 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -3713089.500000 Penalty: 1003.695190
	Iteration 32Q: 3 clusters Score -3713090 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3713209.500000 Penalty: 1003.695190
	Iteration 33Q: 3 clusters Score -3713210 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3713397.000000 Penalty: 1003.695190
	Iteration 34Q: 3 clusters Score -3713397 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -3713587.250000 Penalty: 1003.695190
	Iteration 35Q: 3 clusters Score -3713587 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3713829.750000 Penalty: 1003.695190
	Iteration 36Q: 3 clusters Score -3713830 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -3714069.500000 Penalty: 1003.695190
	Iteration 37Q: 3 clusters Score -3714070 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50253 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -3714364.250000 Penalty: 1003.695190
	Iteration 38Q: 3 clusters Score -3714364 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -3714686.000000 Penalty: 1003.695190
	Iteration 39Q: 3 clusters Score -3714686 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -3715061.500000 Penalty: 1003.695190
	Iteration 40F: 3 clusters Score -3715062 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -3715441.750000 Penalty: 1003.695190
	Iteration 41Q: 3 clusters Score -3715442 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -3715783.250000 Penalty: 1003.695190
	Iteration 42Q: 3 clusters Score -3715783 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -3716168.750000 Penalty: 1003.695190
	Iteration 43Q: 3 clusters Score -3716169 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54923 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -3716517.750000 Penalty: 1003.695190
	Iteration 44Q: 3 clusters Score -3716518 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -3716885.750000 Penalty: 1003.695190
	Iteration 45Q: 3 clusters Score -3716886 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3717262.250000 Penalty: 1003.695190
	Iteration 46Q: 3 clusters Score -3717262 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56787 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -3717700.500000 Penalty: 1003.695190
	Iteration 47Q: 3 clusters Score -3717700 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3718359.000000 Penalty: 1003.695190
	Iteration 48Q: 3 clusters Score -3718359 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -3719131.500000 Penalty: 1003.695190
	Iteration 49Q: 3 clusters Score -3719132 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3719409.000000 Penalty: 1003.695190
	Iteration 50Q: 3 clusters Score -3719409 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3719435.750000 Penalty: 1003.695190
	Iteration 51Q: 3 clusters Score -3719436 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3719453.250000 Penalty: 1003.695190
	Iteration 52Q: 3 clusters Score -3719453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57796 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3719452.750000 Penalty: 1003.695190
	Iteration 53Q: 3 clusters Score -3719453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3719451.250000 Penalty: 1003.695190
	Iteration 54Q: 3 clusters Score -3719451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -3719452.500000 Penalty: 1003.695190
	Iteration 55Q: 3 clusters Score -3719452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57810 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3719450.750000 Penalty: 1003.695190
	Iteration 56Q: 3 clusters Score -3719451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3719450.250000 Penalty: 1003.695190
	Iteration 57Q: 3 clusters Score -3719450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3719450.250000 Penalty: 1003.695190
	Iteration 58F: 3 clusters Score -3719450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 114 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 49106 members 
Mstep: Class 6 contains 4586 members 
Mstep: Class 7 contains 3322 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 85038 members 
Mstep: Class 11 contains 8463 members 
Mstep: Class 12 contains 51993 members 
Mstep: Class 13 contains 57811 members 
Mstep: Class 14 contains 88216 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 20014 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 82249 members 
Mstep: Class 19 contains 1291 members 
Mstep: Class 20 contains 87354 members 
Mstep: Class 21 contains 3863 members 
Entering Unmasked Estep 
Score: -35818204.000000 Penalty: 12680.237305
Splitting cluster 13 changes total score from -35783732.000000 to -35818204.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 14 (88216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88216 members 
Entering Unmasked Estep 
Score: -5729831.000000 Penalty: 518.133240
	Iteration 0F: 2 clusters Score -5729831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -5671984.000000 Penalty: 1036.266479
	Iteration 0F: 3 clusters Score -5671984 nChanged 43087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -5697176.500000 Penalty: 1036.266479
	Iteration 1F: 3 clusters Score -5697176 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -5698368.500000 Penalty: 1036.266479
	Iteration 2Q: 3 clusters Score -5698368 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -5701234.500000 Penalty: 1036.266479
	Iteration 3F: 3 clusters Score -5701234 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 64023 members 
Entering Unmasked Estep 
Score: -5707170.000000 Penalty: 1036.266479
	Iteration 4F: 3 clusters Score -5707170 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -5715962.000000 Penalty: 1036.266479
	Iteration 5F: 3 clusters Score -5715962 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 76920 members 
Entering Unmasked Estep 
Score: -5725030.000000 Penalty: 1036.266479
	Iteration 6F: 3 clusters Score -5725030 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 78445 members 
Entering Unmasked Estep 
Score: -5731832.500000 Penalty: 1036.266479
	Iteration 7Q: 3 clusters Score -5731832 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 77952 members 
Entering Unmasked Estep 
Score: -5733281.000000 Penalty: 1036.266479
	Iteration 8Q: 3 clusters Score -5733281 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -5733287.000000 Penalty: 1036.266479
	Iteration 9Q: 3 clusters Score -5733287 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 76767 members 
Entering Unmasked Estep 
Score: -5733086.500000 Penalty: 1036.266479
	Iteration 10Q: 3 clusters Score -5733086 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -5732795.000000 Penalty: 1036.266479
	Iteration 11Q: 3 clusters Score -5732795 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
Score: -5732392.000000 Penalty: 1036.266479
	Iteration 12Q: 3 clusters Score -5732392 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 74298 members 
Entering Unmasked Estep 
Score: -5732415.500000 Penalty: 1036.266479
	Iteration 13Q: 3 clusters Score -5732416 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 73305 members 
Entering Unmasked Estep 
Score: -5732410.000000 Penalty: 1036.266479
	Iteration 14Q: 3 clusters Score -5732410 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 72249 members 
Entering Unmasked Estep 
Score: -5732428.000000 Penalty: 1036.266479
	Iteration 15Q: 3 clusters Score -5732428 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 71191 members 
Entering Unmasked Estep 
Score: -5732408.000000 Penalty: 1036.266479
	Iteration 16Q: 3 clusters Score -5732408 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 70105 members 
Entering Unmasked Estep 
Score: -5732365.500000 Penalty: 1036.266479
	Iteration 17Q: 3 clusters Score -5732366 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 68949 members 
Entering Unmasked Estep 
Score: -5732404.000000 Penalty: 1036.266479
	Iteration 18Q: 3 clusters Score -5732404 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5732414 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 66583 members 
Entering Unmasked Estep 
Score: -5732451.500000 Penalty: 1036.266479
	Iteration 20F: 3 clusters Score -5732452 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -5732496.500000 Penalty: 1036.266479
	Iteration 21Q: 3 clusters Score -5732496 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 64069 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5732612 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5732574 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 61664 members 
Entering Unmasked Estep 
Score: -5732591.500000 Penalty: 1036.266479
	Iteration 24Q: 3 clusters Score -5732592 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5732578 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5732615 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -5732718.500000 Penalty: 1036.266479
	Iteration 27Q: 3 clusters Score -5732718 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 56832 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5732759 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -5732799.500000 Penalty: 1036.266479
	Iteration 29Q: 3 clusters Score -5732800 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5732838 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5732880 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -5732861.500000 Penalty: 1036.266479
	Iteration 32Q: 3 clusters Score -5732862 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -5732845.000000 Penalty: 1036.266479
	Iteration 33Q: 3 clusters Score -5732845 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -5732839.500000 Penalty: 1036.266479
	Iteration 34Q: 3 clusters Score -5732840 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5732798 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5732798 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5732852 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5732802 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -5732817.500000 Penalty: 1036.266479
	Iteration 39Q: 3 clusters Score -5732818 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -5732807.500000 Penalty: 1036.266479
	Iteration 40F: 3 clusters Score -5732808 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5732791 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5732778 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -5732749.000000 Penalty: 1036.266479
	Iteration 43Q: 3 clusters Score -5732749 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5732710 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5732638 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5732608 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5732562 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5732493 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5732478 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -5732412.500000 Penalty: 1036.266479
	Iteration 50Q: 3 clusters Score -5732412 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5732370 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5732319 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5732272 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -5732260.000000 Penalty: 1036.266479
	Iteration 54Q: 3 clusters Score -5732260 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -5732224.000000 Penalty: 1036.266479
	Iteration 55Q: 3 clusters Score -5732224 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -5732195.000000 Penalty: 1036.266479
	Iteration 56Q: 3 clusters Score -5732195 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5732176 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -5732168.000000 Penalty: 1036.266479
	Iteration 58Q: 3 clusters Score -5732168 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -5732148.000000 Penalty: 1036.266479
	Iteration 59Q: 3 clusters Score -5732148 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -5732118.500000 Penalty: 1036.266479
	Iteration 60F: 3 clusters Score -5732118 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51838 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -5732102.500000 Penalty: 1036.266479
	Iteration 61Q: 3 clusters Score -5732102 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5732098 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5732078 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -5732044.000000 Penalty: 1036.266479
	Iteration 64Q: 3 clusters Score -5732044 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -5732025.000000 Penalty: 1036.266479
	Iteration 65Q: 3 clusters Score -5732025 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5731982 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -5731933.000000 Penalty: 1036.266479
	Iteration 67Q: 3 clusters Score -5731933 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -5731901.500000 Penalty: 1036.266479
	Iteration 68Q: 3 clusters Score -5731902 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5731845 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5731810 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -5731758.000000 Penalty: 1036.266479
	Iteration 71Q: 3 clusters Score -5731758 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -5731712.000000 Penalty: 1036.266479
	Iteration 72Q: 3 clusters Score -5731712 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54878 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -5731675.500000 Penalty: 1036.266479
	Iteration 73Q: 3 clusters Score -5731676 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -5731636.500000 Penalty: 1036.266479
	Iteration 74Q: 3 clusters Score -5731636 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5731589 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5731560 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -5731508.000000 Penalty: 1036.266479
	Iteration 77Q: 3 clusters Score -5731508 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -5731480.500000 Penalty: 1036.266479
	Iteration 78Q: 3 clusters Score -5731480 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -5731428.500000 Penalty: 1036.266479
	Iteration 79Q: 3 clusters Score -5731428 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57026 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -5731411.000000 Penalty: 1036.266479
	Iteration 80F: 3 clusters Score -5731411 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -5731400.000000 Penalty: 1036.266479
	Iteration 81Q: 3 clusters Score -5731400 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5731372 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57786 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -5731348.000000 Penalty: 1036.266479
	Iteration 83Q: 3 clusters Score -5731348 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -5731301.500000 Penalty: 1036.266479
	Iteration 84Q: 3 clusters Score -5731302 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -5731263.000000 Penalty: 1036.266479
	Iteration 85Q: 3 clusters Score -5731263 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58736 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -5731224.000000 Penalty: 1036.266479
	Iteration 86Q: 3 clusters Score -5731224 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -5731214.500000 Penalty: 1036.266479
	Iteration 87Q: 3 clusters Score -5731214 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -5731182.000000 Penalty: 1036.266479
	Iteration 88Q: 3 clusters Score -5731182 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -5731140.500000 Penalty: 1036.266479
	Iteration 89Q: 3 clusters Score -5731140 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5731074 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -5731031.500000 Penalty: 1036.266479
	Iteration 91Q: 3 clusters Score -5731032 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5730972 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61475 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -5730915.500000 Penalty: 1036.266479
	Iteration 93Q: 3 clusters Score -5730916 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -5730896.500000 Penalty: 1036.266479
	Iteration 94Q: 3 clusters Score -5730896 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -5730851.500000 Penalty: 1036.266479
	Iteration 95Q: 3 clusters Score -5730852 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -5730822.500000 Penalty: 1036.266479
	Iteration 96Q: 3 clusters Score -5730822 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62977 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -5730748.500000 Penalty: 1036.266479
	Iteration 97Q: 3 clusters Score -5730748 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63330 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -5730679.500000 Penalty: 1036.266479
	Iteration 98Q: 3 clusters Score -5730680 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -5730613.500000 Penalty: 1036.266479
	Iteration 99Q: 3 clusters Score -5730614 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -5730616.000000 Penalty: 1036.266479
	Iteration 100F: 3 clusters Score -5730616 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64362 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -5730568.500000 Penalty: 1036.266479
	Iteration 101Q: 3 clusters Score -5730568 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -5730563.500000 Penalty: 1036.266479
	Iteration 102Q: 3 clusters Score -5730564 nChanged 344
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -5730547.000000 Penalty: 1036.266479
	Iteration 103Q: 3 clusters Score -5730547 nChanged 394
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65455 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -5730525.000000 Penalty: 1036.266479
	Iteration 104Q: 3 clusters Score -5730525 nChanged 392
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -5730463.500000 Penalty: 1036.266479
	Iteration 105Q: 3 clusters Score -5730464 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66226 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -5730453.000000 Penalty: 1036.266479
	Iteration 106Q: 3 clusters Score -5730453 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66654 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -5730422.000000 Penalty: 1036.266479
	Iteration 107Q: 3 clusters Score -5730422 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67082 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -5730366.000000 Penalty: 1036.266479
	Iteration 108Q: 3 clusters Score -5730366 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67499 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -5730329.000000 Penalty: 1036.266479
	Iteration 109Q: 3 clusters Score -5730329 nChanged 494
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67993 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -5730268.500000 Penalty: 1036.266479
	Iteration 110Q: 3 clusters Score -5730268 nChanged 482
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68985 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69473 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5730072 nChanged 446
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Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5730026 nChanged 435
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Mstep: Class 1 contains 70761 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5729988 nChanged 432
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71193 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5729950 nChanged 447
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Mstep: Class 1 contains 71640 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5729892 nChanged 440
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Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72484 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5729838 nChanged 436
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Mstep: Class 1 contains 72920 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73338 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5729802 nChanged 466
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Mstep: Class 1 contains 73802 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74265 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5729686 nChanged 447
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Mstep: Class 1 contains 75204 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5729636 nChanged 404
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Mstep: Class 1 contains 75608 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5729746 nChanged 378
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Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 76667 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5730010 nChanged 339
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76990 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 77310 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5730136 nChanged 362
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Mstep: Class 1 contains 77658 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5730170 nChanged 265
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Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5730195 nChanged 193
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Mstep: Class 1 contains 78114 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5730217 nChanged 175
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Mstep: Class 1 contains 78287 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5730246 nChanged 148
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Mstep: Class 1 contains 78582 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5730286 nChanged 151
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Mstep: Class 1 contains 78715 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 78854 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5730322 nChanged 158
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Mstep: Class 1 contains 78996 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5730348 nChanged 146
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Mstep: Class 1 contains 79136 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5730356 nChanged 133
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Mstep: Class 1 contains 79263 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5730366 nChanged 114
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Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5730358 nChanged 114
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Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5730366 nChanged 98
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Mstep: Class 1 contains 79573 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5730372 nChanged 93
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Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5730376 nChanged 110
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Mstep: Class 1 contains 79762 members 
Mstep: Class 2 contains 8454 members 
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	Iteration 148Q: 3 clusters Score -5730373 nChanged 76
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Mstep: Class 1 contains 79834 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5730376 nChanged 47
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Mstep: Class 1 contains 79877 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5730384 nChanged 39
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Mstep: Class 1 contains 79910 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5730396 nChanged 46
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Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5730412 nChanged 46
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Mstep: Class 1 contains 79994 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5730408 nChanged 47
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Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5730402 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80066 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5730403 nChanged 35
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Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5730398 nChanged 20
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Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5730396 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80138 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5730396 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80160 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5730390 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80182 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5730389 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80216 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5730387 nChanged 33
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Mstep: Class 1 contains 80247 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5730394 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80269 members 
Mstep: Class 2 contains 7947 members 
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	Iteration 163Q: 3 clusters Score -5730402 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80303 members 
Mstep: Class 2 contains 7913 members 
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	Iteration 164Q: 3 clusters Score -5730415 nChanged 32
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Mstep: Class 1 contains 80331 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5730404 nChanged 49
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Mstep: Class 1 contains 80368 members 
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	Iteration 166Q: 3 clusters Score -5730402 nChanged 68
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Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5730413 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80489 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5730432 nChanged 54
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Mstep: Class 1 contains 80539 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5730439 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80589 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5730446 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80635 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5730444 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80672 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5730436 nChanged 48
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Mstep: Class 1 contains 80714 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5730432 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80750 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5730430 nChanged 41
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Mstep: Class 1 contains 80783 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5730426 nChanged 33
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Mstep: Class 1 contains 80806 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5730432 nChanged 38
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Mstep: Class 1 contains 80824 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5730422 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80858 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5730417 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80892 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5730416 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5730414 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80961 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5730414 nChanged 49
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Mstep: Class 1 contains 81004 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5730426 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81041 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5730424 nChanged 48
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Mstep: Class 1 contains 81073 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5730430 nChanged 37
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Mstep: Class 1 contains 81098 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5730424 nChanged 29
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Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5730420 nChanged 32
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Mstep: Class 1 contains 81143 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5730423 nChanged 26
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Mstep: Class 1 contains 81163 members 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5730422 nChanged 30
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Mstep: Class 1 contains 81169 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5730421 nChanged 21
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Mstep: Class 1 contains 81186 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5730425 nChanged 13
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Mstep: Class 1 contains 81193 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5730430 nChanged 20
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Mstep: Class 1 contains 81203 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5730434 nChanged 22
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Mstep: Class 1 contains 81223 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5730424 nChanged 16
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Mstep: Class 1 contains 81231 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5730426 nChanged 21
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Mstep: Class 1 contains 81244 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5730424 nChanged 26
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Mstep: Class 1 contains 81258 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5730424 nChanged 31
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Mstep: Class 1 contains 81283 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5730424 nChanged 11
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Mstep: Class 1 contains 81284 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5730422 nChanged 14
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Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5730420 nChanged 23
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Mstep: Class 1 contains 81315 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5730420 nChanged 11
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Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5730414 nChanged 30
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Mstep: Class 1 contains 81346 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5730422 nChanged 32
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Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5730420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -5730422.000000 Penalty: 1036.266479
	Iteration 204Q: 3 clusters Score -5730422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81431 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -5730420.500000 Penalty: 1036.266479
	Iteration 205Q: 3 clusters Score -5730420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -5730409.000000 Penalty: 1036.266479
	Iteration 206Q: 3 clusters Score -5730409 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81492 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -5730403.500000 Penalty: 1036.266479
	Iteration 207Q: 3 clusters Score -5730404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -5730405.500000 Penalty: 1036.266479
	Iteration 208Q: 3 clusters Score -5730406 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81587 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -5730402.000000 Penalty: 1036.266479
	Iteration 209Q: 3 clusters Score -5730402 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81641 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -5730411.000000 Penalty: 1036.266479
	Iteration 210Q: 3 clusters Score -5730411 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81708 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -5730404.000000 Penalty: 1036.266479
	Iteration 211Q: 3 clusters Score -5730404 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81799 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -5730390.500000 Penalty: 1036.266479
	Iteration 212Q: 3 clusters Score -5730390 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81906 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -5730379.500000 Penalty: 1036.266479
	Iteration 213Q: 3 clusters Score -5730380 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -5730372.000000 Penalty: 1036.266479
	Iteration 214Q: 3 clusters Score -5730372 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82101 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -5730369.500000 Penalty: 1036.266479
	Iteration 215Q: 3 clusters Score -5730370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -5730360.500000 Penalty: 1036.266479
	Iteration 216Q: 3 clusters Score -5730360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82202 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -5730358.500000 Penalty: 1036.266479
	Iteration 217Q: 3 clusters Score -5730358 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -5730364.500000 Penalty: 1036.266479
	Iteration 218Q: 3 clusters Score -5730364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82269 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -5730351.500000 Penalty: 1036.266479
	Iteration 219Q: 3 clusters Score -5730352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82283 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -5730341.000000 Penalty: 1036.266479
	Iteration 220F: 3 clusters Score -5730341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -5730345.000000 Penalty: 1036.266479
	Iteration 221Q: 3 clusters Score -5730345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82306 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -5730347.500000 Penalty: 1036.266479
	Iteration 222Q: 3 clusters Score -5730348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82317 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -5730342.500000 Penalty: 1036.266479
	Iteration 223Q: 3 clusters Score -5730342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82327 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -5730342.500000 Penalty: 1036.266479
	Iteration 224Q: 3 clusters Score -5730342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -5730351.500000 Penalty: 1036.266479
	Iteration 225Q: 3 clusters Score -5730352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -5730354.000000 Penalty: 1036.266479
	Iteration 226Q: 3 clusters Score -5730354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -5730353.500000 Penalty: 1036.266479
	Iteration 227Q: 3 clusters Score -5730354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -5730361.500000 Penalty: 1036.266479
	Iteration 228Q: 3 clusters Score -5730362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82367 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -5730359.500000 Penalty: 1036.266479
	Iteration 229Q: 3 clusters Score -5730360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82368 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -5730362.500000 Penalty: 1036.266479
	Iteration 230Q: 3 clusters Score -5730362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82366 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -5730361.500000 Penalty: 1036.266479
	Iteration 231Q: 3 clusters Score -5730362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82370 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -5730362.500000 Penalty: 1036.266479
	Iteration 232Q: 3 clusters Score -5730362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -5730358.000000 Penalty: 1036.266479
	Iteration 233Q: 3 clusters Score -5730358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82374 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -5730360.000000 Penalty: 1036.266479
	Iteration 234Q: 3 clusters Score -5730360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82377 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -5730361.500000 Penalty: 1036.266479
	Iteration 235Q: 3 clusters Score -5730362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82380 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -5730365.500000 Penalty: 1036.266479
	Iteration 236Q: 3 clusters Score -5730366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82387 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -5730362.500000 Penalty: 1036.266479
	Iteration 237Q: 3 clusters Score -5730362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82395 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -5730362.000000 Penalty: 1036.266479
	Iteration 238Q: 3 clusters Score -5730362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -5730364.500000 Penalty: 1036.266479
	Iteration 239Q: 3 clusters Score -5730364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82401 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -5730368.000000 Penalty: 1036.266479
	Iteration 240F: 3 clusters Score -5730368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82395 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -5730368.000000 Penalty: 1036.266479
	Iteration 241Q: 3 clusters Score -5730368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -5730367.500000 Penalty: 1036.266479
	Iteration 242Q: 3 clusters Score -5730368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82397 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -5730365.000000 Penalty: 1036.266479
	Iteration 243Q: 3 clusters Score -5730365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82404 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -5730371.500000 Penalty: 1036.266479
	Iteration 244Q: 3 clusters Score -5730372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82406 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -5730371.500000 Penalty: 1036.266479
	Iteration 245Q: 3 clusters Score -5730372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -5730370.500000 Penalty: 1036.266479
	Iteration 246Q: 3 clusters Score -5730370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82405 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -5730366.500000 Penalty: 1036.266479
	Iteration 247Q: 3 clusters Score -5730366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82405 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -5730366.500000 Penalty: 1036.266479
	Iteration 248F: 3 clusters Score -5730366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 114 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 49106 members 
Mstep: Class 6 contains 4586 members 
Mstep: Class 7 contains 3322 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 85038 members 
Mstep: Class 11 contains 8463 members 
Mstep: Class 12 contains 51993 members 
Mstep: Class 13 contains 57811 members 
Mstep: Class 14 contains 82405 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 20014 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 82249 members 
Mstep: Class 19 contains 1291 members 
Mstep: Class 20 contains 87354 members 
Mstep: Class 21 contains 3863 members 
Mstep: Class 22 contains 5811 members 
Entering Unmasked Estep 
Score: -35818552.000000 Penalty: 13284.057617
Splitting cluster 14 changes total score from -35783732.000000 to -35818552.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -17426.359375 Penalty: 272.725250
	Iteration 0F: 2 clusters Score -17426.36 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 201 members 
Entering Unmasked Estep 
Score: -17114.111328 Penalty: 545.450500
	Iteration 0F: 3 clusters Score -17114.11 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -17359.115234 Penalty: 545.450500
	Iteration 1F: 3 clusters Score -17359.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -17466.611328 Penalty: 545.450500
	Iteration 2F: 3 clusters Score -17466.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -17532.322266 Penalty: 545.450500
	Iteration 3F: 3 clusters Score -17532.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -17558.714844 Penalty: 545.450500
	Iteration 4Q: 3 clusters Score -17558.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -17622.705078 Penalty: 545.450500
	Iteration 5Q: 3 clusters Score -17622.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -17677.570312 Penalty: 545.450500
	Iteration 6Q: 3 clusters Score -17677.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -17713.275391 Penalty: 545.450500
	Iteration 7Q: 3 clusters Score -17713.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -17737.666016 Penalty: 545.450500
	Iteration 8Q: 3 clusters Score -17737.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -17749.082031 Penalty: 545.450500
	Iteration 9Q: 3 clusters Score -17749.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -17752.013672 Penalty: 545.450500
	Iteration 10Q: 3 clusters Score -17752.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -17760.792969 Penalty: 545.450500
	Iteration 11Q: 3 clusters Score -17760.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -17768.771484 Penalty: 545.450500
	Iteration 12Q: 3 clusters Score -17768.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -17771.216797 Penalty: 545.450500
	Iteration 13Q: 3 clusters Score -17771.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -17772.628906 Penalty: 545.450500
	Iteration 14Q: 3 clusters Score -17772.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -17773.628906 Penalty: 545.450500
	Iteration 15Q: 3 clusters Score -17773.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -17775.382812 Penalty: 545.450500
	Iteration 16Q: 3 clusters Score -17775.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -17776.222656 Penalty: 545.450500
	Iteration 17Q: 3 clusters Score -17776.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -17814.898438 Penalty: 545.450500
	Iteration 18F: 3 clusters Score -17814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -17881.158203 Penalty: 545.450500
	Iteration 19Q: 3 clusters Score -17881.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -17886.583984 Penalty: 545.450500
	Iteration 20F: 3 clusters Score -17886.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17890.375000 Penalty: 545.450500
	Iteration 21Q: 3 clusters Score -17890.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -17891.273438 Penalty: 545.450500
	Iteration 22Q: 3 clusters Score -17891.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -17892.011719 Penalty: 545.450500
	Iteration 23Q: 3 clusters Score -17892.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -17892.011719 Penalty: 545.450500
	Iteration 24F: 3 clusters Score -17892.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 114 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 49106 members 
Mstep: Class 6 contains 4586 members 
Mstep: Class 7 contains 3322 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 85038 members 
Mstep: Class 11 contains 8463 members 
Mstep: Class 12 contains 51993 members 
Mstep: Class 13 contains 57811 members 
Mstep: Class 14 contains 82405 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 20014 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 82249 members 
Mstep: Class 19 contains 1291 members 
Mstep: Class 20 contains 87354 members 
Mstep: Class 21 contains 3863 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 285 members 
Entering Unmasked Estep 
Score: -35818680.000000 Penalty: 13887.878906
Splitting cluster 15 changes total score from -35783732.000000 to -35818680.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (20014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Entering Unmasked Estep 
Score: -1265324.250000 Penalty: 450.640503
	Iteration 0F: 2 clusters Score -1265324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1251958.375000 Penalty: 901.281006
	Iteration 0F: 3 clusters Score -1251958 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1257394.500000 Penalty: 901.281006
	Iteration 1F: 3 clusters Score -1257394 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1257601.125000 Penalty: 901.281006
	Iteration 2Q: 3 clusters Score -1257601 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1257843.750000 Penalty: 901.281006
	Iteration 3Q: 3 clusters Score -1257844 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1258146.375000 Penalty: 901.281006
	Iteration 4Q: 3 clusters Score -1258146 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1258605.125000 Penalty: 901.281006
	Iteration 5Q: 3 clusters Score -1258605 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1259281.500000 Penalty: 901.281006
	Iteration 6F: 3 clusters Score -1259282 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1260186.375000 Penalty: 901.281006
	Iteration 7F: 3 clusters Score -1260186 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1261255.125000 Penalty: 901.281006
	Iteration 8F: 3 clusters Score -1261255 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1262422.250000 Penalty: 901.281006
	Iteration 9F: 3 clusters Score -1262422 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -1263422.750000 Penalty: 901.281006
	Iteration 10F: 3 clusters Score -1263423 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -1264207.250000 Penalty: 901.281006
	Iteration 11Q: 3 clusters Score -1264207 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -1264784.750000 Penalty: 901.281006
	Iteration 12Q: 3 clusters Score -1264785 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -1265034.375000 Penalty: 901.281006
	Iteration 13Q: 3 clusters Score -1265034 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -1265129.375000 Penalty: 901.281006
	Iteration 14Q: 3 clusters Score -1265129 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -1265150.625000 Penalty: 901.281006
	Iteration 15Q: 3 clusters Score -1265151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -1265161.500000 Penalty: 901.281006
	Iteration 16Q: 3 clusters Score -1265162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -1265179.250000 Penalty: 901.281006
	Iteration 17Q: 3 clusters Score -1265179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -1265192.375000 Penalty: 901.281006
	Iteration 18Q: 3 clusters Score -1265192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -1265196.875000 Penalty: 901.281006
	Iteration 19Q: 3 clusters Score -1265197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -1265199.000000 Penalty: 901.281006
	Iteration 20F: 3 clusters Score -1265199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -1265205.375000 Penalty: 901.281006
	Iteration 21Q: 3 clusters Score -1265205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -1265209.375000 Penalty: 901.281006
	Iteration 22Q: 3 clusters Score -1265209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -1265210.625000 Penalty: 901.281006
	Iteration 23Q: 3 clusters Score -1265211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -1265210.625000 Penalty: 901.281006
	Iteration 24F: 3 clusters Score -1265211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -49766.089844 Penalty: 302.410767
	Iteration 0F: 2 clusters Score -49766.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -49108.824219 Penalty: 604.821533
	Iteration 0F: 3 clusters Score -49108.82 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -49264.175781 Penalty: 604.821533
	Iteration 1F: 3 clusters Score -49264.18 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -49296.484375 Penalty: 604.821533
	Iteration 2F: 3 clusters Score -49296.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -49314.304688 Penalty: 604.821533
	Iteration 3Q: 3 clusters Score -49314.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -49333.128906 Penalty: 604.821533
	Iteration 4Q: 3 clusters Score -49333.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -49346.976562 Penalty: 604.821533
	Iteration 5Q: 3 clusters Score -49346.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -49363.328125 Penalty: 604.821533
	Iteration 6Q: 3 clusters Score -49363.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -49381.722656 Penalty: 604.821533
	Iteration 7Q: 3 clusters Score -49381.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -49400.503906 Penalty: 604.821533
	Iteration 8Q: 3 clusters Score -49400.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -49429.648438 Penalty: 604.821533
	Iteration 9Q: 3 clusters Score -49429.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -49453.449219 Penalty: 604.821533
	Iteration 10Q: 3 clusters Score -49453.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -49463.656250 Penalty: 604.821533
	Iteration 11Q: 3 clusters Score -49463.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -49475.972656 Penalty: 604.821533
	Iteration 12Q: 3 clusters Score -49475.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -49478.906250 Penalty: 604.821533
	Iteration 13Q: 3 clusters Score -49478.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -49483.937500 Penalty: 604.821533
	Iteration 14Q: 3 clusters Score -49483.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -49488.464844 Penalty: 604.821533
	Iteration 15Q: 3 clusters Score -49488.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -49492.878906 Penalty: 604.821533
	Iteration 16Q: 3 clusters Score -49492.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -49498.355469 Penalty: 604.821533
	Iteration 17Q: 3 clusters Score -49498.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -49502.328125 Penalty: 604.821533
	Iteration 18Q: 3 clusters Score -49502.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -49502.757812 Penalty: 604.821533
	Iteration 19Q: 3 clusters Score -49502.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -49502.757812 Penalty: 604.821533
	Iteration 20F: 3 clusters Score -49502.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -65702.460938 Penalty: 325.924347
	Iteration 0F: 2 clusters Score -65702.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -64724.757812 Penalty: 651.848694
	Iteration 0F: 3 clusters Score -64724.76 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -65385.160156 Penalty: 651.848694
	Iteration 1F: 3 clusters Score -65385.16 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -65648.015625 Penalty: 651.848694
	Iteration 2F: 3 clusters Score -65648.02 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -65807.664062 Penalty: 651.848694
	Iteration 3F: 3 clusters Score -65807.66 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -66069.570312 Penalty: 651.848694
	Iteration 4F: 3 clusters Score -66069.57 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -66270.171875 Penalty: 651.848694
	Iteration 5F: 3 clusters Score -66270.17 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -66379.109375 Penalty: 651.848694
	Iteration 6F: 3 clusters Score -66379.11 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -66515.593750 Penalty: 651.848694
	Iteration 7F: 3 clusters Score -66515.59 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -66678.679688 Penalty: 651.848694
	Iteration 8F: 3 clusters Score -66678.68 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -66870.351562 Penalty: 651.848694
	Iteration 9F: 3 clusters Score -66870.35 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -67030.382812 Penalty: 651.848694
	Iteration 10Q: 3 clusters Score -67030.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -67105.640625 Penalty: 651.848694
	Iteration 11Q: 3 clusters Score -67105.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -67141.406250 Penalty: 651.848694
	Iteration 12Q: 3 clusters Score -67141.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -67161.867188 Penalty: 651.848694
	Iteration 13Q: 3 clusters Score -67161.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -67197.601562 Penalty: 651.848694
	Iteration 14Q: 3 clusters Score -67197.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -67209.851562 Penalty: 651.848694
	Iteration 15Q: 3 clusters Score -67209.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -67219.132812 Penalty: 651.848694
	Iteration 16Q: 3 clusters Score -67219.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -67221.515625 Penalty: 651.848694
	Iteration 17Q: 3 clusters Score -67221.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -67221.515625 Penalty: 651.848694
	Iteration 18F: 3 clusters Score -67221.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 114 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 49106 members 
Mstep: Class 6 contains 4586 members 
Mstep: Class 7 contains 3322 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 85038 members 
Mstep: Class 11 contains 8463 members 
Mstep: Class 12 contains 51993 members 
Mstep: Class 13 contains 57811 members 
Mstep: Class 14 contains 82405 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 20014 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 82249 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 87354 members 
Mstep: Class 21 contains 3863 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 285 members 
Mstep: Class 24 contains 948 members 
Entering Unmasked Estep 
Score: -35819952.000000 Penalty: 14491.699219
Splitting cluster 19 changes total score from -35783732.000000 to -35819952.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 114 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 49106 members 
Mstep: Class 6 contains 4586 members 
Mstep: Class 7 contains 3322 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 85038 members 
Mstep: Class 11 contains 8463 members 
Mstep: Class 12 contains 51993 members 
Mstep: Class 13 contains 57811 members 
Mstep: Class 14 contains 82405 members 
Mstep: Class 15 contains 116 members 
Mstep: Class 16 contains 20014 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 19 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35827472.000000 Penalty: 14491.699219
Iteration 79Q: 25 clusters Score -3.582747e+07 nChanged 16603
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 114 members 
Mstep: Class 4 contains 603 members 
Mstep: Class 5 contains 49542 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18638 members 
Mstep: Class 10 contains 83831 members 
Mstep: Class 11 contains 9147 members 
Mstep: Class 12 contains 55201 members 
Mstep: Class 13 contains 57469 members 
Mstep: Class 14 contains 81896 members 
Mstep: Class 15 contains 112 members 
Mstep: Class 16 contains 20081 members 
Mstep: Class 17 contains 733 members 
Mstep: Class 18 contains 75593 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 92822 members 
Mstep: Class 21 contains 3835 members 
Mstep: Class 22 contains 4849 members 
Mstep: Class 23 contains 286 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35829424.000000 Penalty: 14491.699219
Iteration 80F: 25 clusters Score -3.582942e+07 nChanged 19608
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 112 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 49963 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 7 contains 3267 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18709 members 
Mstep: Class 10 contains 79897 members 
Mstep: Class 11 contains 8356 members 
Mstep: Class 12 contains 59197 members 
Mstep: Class 13 contains 56808 members 
Mstep: Class 14 contains 80422 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 20110 members 
Mstep: Class 17 contains 694 members 
Mstep: Class 18 contains 72593 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 99120 members 
Mstep: Class 21 contains 4381 members 
Mstep: Class 22 contains 3684 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35828120.000000 Penalty: 14491.699219
Iteration 81Q: 25 clusters Score -3.582812e+07 nChanged 15571
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 112 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 50374 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 3267 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 78563 members 
Mstep: Class 11 contains 7506 members 
Mstep: Class 12 contains 63316 members 
Mstep: Class 13 contains 56513 members 
Mstep: Class 14 contains 78844 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 20120 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 69950 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 102264 members 
Mstep: Class 21 contains 4879 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 319 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35826368.000000 Penalty: 14491.699219
Iteration 82Q: 25 clusters Score -3.582637e+07 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 112 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 50802 members 
Mstep: Class 6 contains 3790 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 222 members 
Mstep: Class 9 contains 18749 members 
Mstep: Class 10 contains 78370 members 
Mstep: Class 11 contains 6751 members 
Mstep: Class 12 contains 67089 members 
Mstep: Class 13 contains 56391 members 
Mstep: Class 14 contains 77252 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 20131 members 
Mstep: Class 17 contains 638 members 
Mstep: Class 18 contains 67742 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 103693 members 
Mstep: Class 21 contains 5371 members 
Mstep: Class 22 contains 1638 members 
Mstep: Class 23 contains 323 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35824704.000000 Penalty: 14491.699219
Iteration 83Q: 25 clusters Score -3.58247e+07 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 112 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 51219 members 
Mstep: Class 6 contains 3561 members 
Mstep: Class 7 contains 3280 members 
Mstep: Class 8 contains 222 members 
Mstep: Class 9 contains 18758 members 
Mstep: Class 10 contains 78639 members 
Mstep: Class 11 contains 6083 members 
Mstep: Class 12 contains 70273 members 
Mstep: Class 13 contains 56320 members 
Mstep: Class 14 contains 75919 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 20144 members 
Mstep: Class 17 contains 613 members 
Mstep: Class 18 contains 65949 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 104151 members 
Mstep: Class 21 contains 5851 members 
Mstep: Class 22 contains 1080 members 
Mstep: Class 23 contains 323 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35823756.000000 Penalty: 14491.699219
Iteration 84Q: 25 clusters Score -3.582376e+07 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 112 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 51600 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 3285 members 
Mstep: Class 8 contains 222 members 
Mstep: Class 9 contains 18786 members 
Mstep: Class 10 contains 78979 members 
Mstep: Class 11 contains 5414 members 
Mstep: Class 12 contains 73197 members 
Mstep: Class 13 contains 56218 members 
Mstep: Class 14 contains 74769 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 20157 members 
Mstep: Class 17 contains 582 members 
Mstep: Class 18 contains 64661 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 103883 members 
Mstep: Class 21 contains 6343 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 323 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 481.628693 but Gain 603.820312
Score: -35823408.000000 Penalty: 13887.878906
Iteration 85Q: 24 clusters Score -3.582341e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 112 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 51983 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 8 contains 222 members 
Mstep: Class 9 contains 18796 members 
Mstep: Class 10 contains 79249 members 
Mstep: Class 11 contains 4739 members 
Mstep: Class 12 contains 76269 members 
Mstep: Class 13 contains 56081 members 
Mstep: Class 14 contains 73696 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 20178 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 63927 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 103381 members 
Mstep: Class 21 contains 6811 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35824440.000000 Penalty: 13887.878906
Iteration 86Q: 24 clusters Score -3.582444e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 112 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 52379 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 3281 members 
Mstep: Class 8 contains 222 members 
Mstep: Class 9 contains 18778 members 
Mstep: Class 10 contains 79301 members 
Mstep: Class 11 contains 4038 members 
Mstep: Class 12 contains 79101 members 
Mstep: Class 13 contains 55921 members 
Mstep: Class 14 contains 72544 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 20196 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 63628 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 102321 members 
Mstep: Class 21 contains 7239 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35825312.000000 Penalty: 13887.878906
Iteration 87Q: 24 clusters Score -3.582531e+07 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 112 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 52787 members 
Mstep: Class 6 contains 2738 members 
Mstep: Class 7 contains 3281 members 
Mstep: Class 8 contains 222 members 
Mstep: Class 9 contains 18764 members 
Mstep: Class 10 contains 79106 members 
Mstep: Class 11 contains 3262 members 
Mstep: Class 12 contains 82065 members 
Mstep: Class 13 contains 55661 members 
Mstep: Class 14 contains 71999 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 20213 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 63944 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 100376 members 
Mstep: Class 21 contains 7623 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35826880.000000 Penalty: 13887.878906
Iteration 88Q: 24 clusters Score -3.582688e+07 nChanged 10490
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 112 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 53182 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 3286 members 
Mstep: Class 8 contains 222 members 
Mstep: Class 9 contains 18762 members 
Mstep: Class 10 contains 78490 members 
Mstep: Class 11 contains 2426 members 
Mstep: Class 12 contains 85170 members 
Mstep: Class 13 contains 55337 members 
Mstep: Class 14 contains 71788 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 20234 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 64918 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 97842 members 
Mstep: Class 21 contains 7996 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35829540.000000 Penalty: 13887.878906
Iteration 89Q: 24 clusters Score -3.582954e+07 nChanged 12233
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 112 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 53582 members 
Mstep: Class 6 contains 2330 members 
Mstep: Class 7 contains 3285 members 
Mstep: Class 8 contains 222 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 77451 members 
Mstep: Class 11 contains 1669 members 
Mstep: Class 12 contains 88220 members 
Mstep: Class 13 contains 54991 members 
Mstep: Class 14 contains 72147 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 20255 members 
Mstep: Class 17 contains 475 members 
Mstep: Class 18 contains 66498 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 94573 members 
Mstep: Class 21 contains 8351 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35833244.000000 Penalty: 13887.878906
Iteration 90Q: 24 clusters Score -3.583324e+07 nChanged 15357
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 112 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 53955 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 8 contains 222 members 
Mstep: Class 9 contains 18773 members 
Mstep: Class 10 contains 76075 members 
Mstep: Class 11 contains 1063 members 
Mstep: Class 12 contains 91411 members 
Mstep: Class 13 contains 54648 members 
Mstep: Class 14 contains 73689 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 20274 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 68334 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 89956 members 
Mstep: Class 21 contains 8666 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 518.179932 but Gain 603.821289
Score: -35836596.000000 Penalty: 13284.057617
Iteration 91Q: 23 clusters Score -3.58366e+07 nChanged 16548
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 112 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 54341 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 3280 members 
Mstep: Class 8 contains 222 members 
Mstep: Class 9 contains 18775 members 
Mstep: Class 10 contains 74823 members 
Mstep: Class 12 contains 93721 members 
Mstep: Class 13 contains 54348 members 
Mstep: Class 14 contains 75813 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 20304 members 
Mstep: Class 17 contains 440 members 
Mstep: Class 18 contains 70179 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 85928 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 602.319336 but Gain 603.820312
Score: -35840364.000000 Penalty: 12680.237305
Iteration 92Q: 22 clusters Score -3.584036e+07 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 112 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 54681 members 
Mstep: Class 6 contains 1816 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 19197 members 
Mstep: Class 10 contains 74022 members 
Mstep: Class 12 contains 94263 members 
Mstep: Class 13 contains 54160 members 
Mstep: Class 14 contains 77484 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 20337 members 
Mstep: Class 18 contains 71162 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 83422 members 
Mstep: Class 21 contains 9229 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35842892.000000 Penalty: 12680.237305
Iteration 93Q: 22 clusters Score -3.584289e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 112 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 55022 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 3268 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 19109 members 
Mstep: Class 10 contains 73797 members 
Mstep: Class 12 contains 93957 members 
Mstep: Class 13 contains 54049 members 
Mstep: Class 14 contains 78913 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 20385 members 
Mstep: Class 18 contains 71770 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 81932 members 
Mstep: Class 21 contains 9312 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843692.000000 Penalty: 12680.237305
Iteration 94Q: 22 clusters Score -3.584369e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 112 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 55330 members 
Mstep: Class 6 contains 1532 members 
Mstep: Class 7 contains 3262 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 19031 members 
Mstep: Class 10 contains 73957 members 
Mstep: Class 12 contains 93223 members 
Mstep: Class 13 contains 53987 members 
Mstep: Class 14 contains 80249 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 20438 members 
Mstep: Class 18 contains 72026 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 81018 members 
Mstep: Class 21 contains 9270 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843944.000000 Penalty: 12680.237305
Iteration 95Q: 22 clusters Score -3.584394e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 112 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 55654 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 3255 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18963 members 
Mstep: Class 10 contains 74254 members 
Mstep: Class 12 contains 92547 members 
Mstep: Class 13 contains 54005 members 
Mstep: Class 14 contains 81564 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 20484 members 
Mstep: Class 18 contains 72004 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 80277 members 
Mstep: Class 21 contains 9078 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35844588.000000 Penalty: 12680.237305
Iteration 96Q: 22 clusters Score -3.584459e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 111 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 55941 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 3251 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18922 members 
Mstep: Class 10 contains 74676 members 
Mstep: Class 12 contains 91925 members 
Mstep: Class 13 contains 54085 members 
Mstep: Class 14 contains 82740 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 20517 members 
Mstep: Class 18 contains 71795 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 79712 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35844964.000000 Penalty: 12680.237305
Iteration 97Q: 22 clusters Score -3.584496e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 111 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 56191 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 3251 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18880 members 
Mstep: Class 10 contains 75171 members 
Mstep: Class 12 contains 91399 members 
Mstep: Class 13 contains 54168 members 
Mstep: Class 14 contains 83770 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 20564 members 
Mstep: Class 18 contains 71532 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 79287 members 
Mstep: Class 21 contains 8408 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35845048.000000 Penalty: 12680.237305
Iteration 98Q: 22 clusters Score -3.584505e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 110 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 56405 members 
Mstep: Class 6 contains 1056 members 
Mstep: Class 7 contains 3254 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18838 members 
Mstep: Class 10 contains 75776 members 
Mstep: Class 12 contains 91002 members 
Mstep: Class 13 contains 54253 members 
Mstep: Class 14 contains 84701 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 20601 members 
Mstep: Class 18 contains 71211 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 78829 members 
Mstep: Class 21 contains 7975 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35845172.000000 Penalty: 12680.237305
Iteration 99Q: 22 clusters Score -3.584517e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 109 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 56585 members 
Mstep: Class 6 contains 975 members 
Mstep: Class 7 contains 3263 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18808 members 
Mstep: Class 10 contains 76266 members 
Mstep: Class 12 contains 90619 members 
Mstep: Class 13 contains 54267 members 
Mstep: Class 14 contains 85578 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 20636 members 
Mstep: Class 18 contains 71044 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 78474 members 
Mstep: Class 21 contains 7507 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35846840.000000 Penalty: 12680.237305
Iteration 100F: 22 clusters Score -3.584684e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 108 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 56755 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 3272 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18788 members 
Mstep: Class 10 contains 76578 members 
Mstep: Class 12 contains 91767 members 
Mstep: Class 13 contains 54223 members 
Mstep: Class 14 contains 86313 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20662 members 
Mstep: Class 18 contains 71345 members 
Mstep: Class 19 contains 346 members 
Mstep: Class 20 contains 76480 members 
Mstep: Class 21 contains 7054 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35846892.000000 Penalty: 12680.237305
Iteration 101Q: 22 clusters Score -3.584689e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 106 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 56904 members 
Mstep: Class 6 contains 825 members 
Mstep: Class 7 contains 3278 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18778 members 
Mstep: Class 10 contains 76884 members 
Mstep: Class 12 contains 91754 members 
Mstep: Class 13 contains 54224 members 
Mstep: Class 14 contains 86715 members 
Mstep: Class 15 contains 131 members 
Mstep: Class 16 contains 20694 members 
Mstep: Class 18 contains 72189 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 75346 members 
Mstep: Class 21 contains 6656 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35846652.000000 Penalty: 12680.237305
Iteration 102Q: 22 clusters Score -3.584665e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 57038 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 3283 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18760 members 
Mstep: Class 10 contains 77276 members 
Mstep: Class 12 contains 90995 members 
Mstep: Class 13 contains 54226 members 
Mstep: Class 14 contains 86818 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 20725 members 
Mstep: Class 18 contains 73374 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 74754 members 
Mstep: Class 21 contains 6330 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35847080.000000 Penalty: 12680.237305
Iteration 103Q: 22 clusters Score -3.584708e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 57153 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 3289 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18743 members 
Mstep: Class 10 contains 77559 members 
Mstep: Class 12 contains 90172 members 
Mstep: Class 13 contains 54116 members 
Mstep: Class 14 contains 86728 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 20757 members 
Mstep: Class 18 contains 74906 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 74228 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35848244.000000 Penalty: 12680.237305
Iteration 104Q: 22 clusters Score -3.584824e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 57280 members 
Mstep: Class 6 contains 687 members 
Mstep: Class 7 contains 3297 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18725 members 
Mstep: Class 10 contains 78011 members 
Mstep: Class 12 contains 89297 members 
Mstep: Class 13 contains 53943 members 
Mstep: Class 14 contains 86386 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 20782 members 
Mstep: Class 18 contains 76758 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 73559 members 
Mstep: Class 21 contains 5826 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35849436.000000 Penalty: 12680.237305
Iteration 105Q: 22 clusters Score -3.584944e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 57386 members 
Mstep: Class 6 contains 651 members 
Mstep: Class 7 contains 3305 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18702 members 
Mstep: Class 10 contains 77798 members 
Mstep: Class 12 contains 88518 members 
Mstep: Class 13 contains 53663 members 
Mstep: Class 14 contains 85659 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 20815 members 
Mstep: Class 18 contains 78747 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 73776 members 
Mstep: Class 21 contains 5619 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35850864.000000 Penalty: 12680.237305
Iteration 106Q: 22 clusters Score -3.585086e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 57470 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 3308 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18695 members 
Mstep: Class 10 contains 76768 members 
Mstep: Class 12 contains 87667 members 
Mstep: Class 13 contains 53419 members 
Mstep: Class 14 contains 84574 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 20840 members 
Mstep: Class 18 contains 80877 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 74983 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35851276.000000 Penalty: 12680.237305
Iteration 107Q: 22 clusters Score -3.585128e+07 nChanged 9211
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 57553 members 
Mstep: Class 6 contains 580 members 
Mstep: Class 7 contains 3312 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18688 members 
Mstep: Class 10 contains 74429 members 
Mstep: Class 12 contains 86372 members 
Mstep: Class 13 contains 53230 members 
Mstep: Class 14 contains 83405 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 20872 members 
Mstep: Class 18 contains 83214 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 77675 members 
Mstep: Class 21 contains 5447 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35852576.000000 Penalty: 12680.237305
Iteration 108Q: 22 clusters Score -3.585258e+07 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 57622 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 3319 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18681 members 
Mstep: Class 10 contains 70875 members 
Mstep: Class 12 contains 86352 members 
Mstep: Class 13 contains 53018 members 
Mstep: Class 14 contains 81852 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 20898 members 
Mstep: Class 18 contains 85089 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 81118 members 
Mstep: Class 21 contains 5466 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35853892.000000 Penalty: 12680.237305
Iteration 109Q: 22 clusters Score -3.585389e+07 nChanged 11429
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 57678 members 
Mstep: Class 6 contains 537 members 
Mstep: Class 7 contains 3322 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18670 members 
Mstep: Class 10 contains 66519 members 
Mstep: Class 12 contains 87946 members 
Mstep: Class 13 contains 52741 members 
Mstep: Class 14 contains 80387 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 20919 members 
Mstep: Class 18 contains 86102 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 84528 members 
Mstep: Class 21 contains 5558 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35853288.000000 Penalty: 12680.237305
Iteration 110Q: 22 clusters Score -3.585329e+07 nChanged 14223
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 57748 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18668 members 
Mstep: Class 10 contains 61916 members 
Mstep: Class 12 contains 90925 members 
Mstep: Class 13 contains 52529 members 
Mstep: Class 14 contains 79433 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 20953 members 
Mstep: Class 18 contains 85557 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 87710 members 
Mstep: Class 21 contains 5715 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35852232.000000 Penalty: 12680.237305
Iteration 111Q: 22 clusters Score -3.585223e+07 nChanged 15249
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 57840 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 3319 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18665 members 
Mstep: Class 10 contains 57719 members 
Mstep: Class 12 contains 94703 members 
Mstep: Class 13 contains 52343 members 
Mstep: Class 14 contains 78806 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 20988 members 
Mstep: Class 18 contains 83833 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 90445 members 
Mstep: Class 21 contains 5920 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35850284.000000 Penalty: 12680.237305
Iteration 112Q: 22 clusters Score -3.585028e+07 nChanged 14119
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 57926 members 
Mstep: Class 6 contains 475 members 
Mstep: Class 7 contains 3318 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18666 members 
Mstep: Class 10 contains 54690 members 
Mstep: Class 12 contains 98942 members 
Mstep: Class 13 contains 52206 members 
Mstep: Class 14 contains 76499 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 21015 members 
Mstep: Class 18 contains 81572 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 93742 members 
Mstep: Class 21 contains 6101 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35846816.000000 Penalty: 12680.237305
Iteration 113Q: 22 clusters Score -3.584682e+07 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 57999 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 3319 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18665 members 
Mstep: Class 10 contains 53200 members 
Mstep: Class 12 contains 102386 members 
Mstep: Class 13 contains 52182 members 
Mstep: Class 14 contains 72971 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 21037 members 
Mstep: Class 18 contains 80254 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 96346 members 
Mstep: Class 21 contains 6395 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35841756.000000 Penalty: 12680.237305
Iteration 114Q: 22 clusters Score -3.584176e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 58074 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 3320 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18668 members 
Mstep: Class 10 contains 52673 members 
Mstep: Class 12 contains 105453 members 
Mstep: Class 13 contains 52217 members 
Mstep: Class 14 contains 68197 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 21060 members 
Mstep: Class 18 contains 79802 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 98605 members 
Mstep: Class 21 contains 6776 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35837044.000000 Penalty: 12680.237305
Iteration 115Q: 22 clusters Score -3.583704e+07 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 58153 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 3324 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18667 members 
Mstep: Class 10 contains 52431 members 
Mstep: Class 12 contains 108230 members 
Mstep: Class 13 contains 52308 members 
Mstep: Class 14 contains 62618 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 21078 members 
Mstep: Class 18 contains 80306 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 100676 members 
Mstep: Class 21 contains 7134 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35831484.000000 Penalty: 12680.237305
Iteration 116Q: 22 clusters Score -3.583148e+07 nChanged 11516
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 58229 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 7 contains 3329 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18665 members 
Mstep: Class 10 contains 51803 members 
Mstep: Class 12 contains 110419 members 
Mstep: Class 13 contains 52491 members 
Mstep: Class 14 contains 56952 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 21091 members 
Mstep: Class 18 contains 81521 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 103043 members 
Mstep: Class 21 contains 7447 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35825100.000000 Penalty: 12680.237305
Iteration 117Q: 22 clusters Score -3.58251e+07 nChanged 11200
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 58313 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 3337 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18658 members 
Mstep: Class 10 contains 50645 members 
Mstep: Class 12 contains 111444 members 
Mstep: Class 13 contains 52780 members 
Mstep: Class 14 contains 52265 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 21108 members 
Mstep: Class 18 contains 83154 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 105695 members 
Mstep: Class 21 contains 7668 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35819392.000000 Penalty: 12680.237305
Iteration 118Q: 22 clusters Score -3.581939e+07 nChanged 10447
Entering ConstructFrom: 
Score: -35819392.000000 Penalty: 12680.237305
Entering ConstructFrom: 
Trying to split cluster 1 (11025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Entering Unmasked Estep 
Score: -679234.437500 Penalty: 423.510376
	Iteration 0F: 2 clusters Score -679234.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -671857.437500 Penalty: 847.020752
	Iteration 0F: 3 clusters Score -671857.4 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -675066.750000 Penalty: 847.020752
	Iteration 1F: 3 clusters Score -675066.8 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -675483.187500 Penalty: 847.020752
	Iteration 2F: 3 clusters Score -675483.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -675913.875000 Penalty: 847.020752
	Iteration 3F: 3 clusters Score -675913.9 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -676315.750000 Penalty: 847.020752
	Iteration 4F: 3 clusters Score -676315.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -676695.437500 Penalty: 847.020752
	Iteration 5F: 3 clusters Score -676695.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -677064.687500 Penalty: 847.020752
	Iteration 6F: 3 clusters Score -677064.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -677408.250000 Penalty: 847.020752
	Iteration 7F: 3 clusters Score -677408.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -677720.562500 Penalty: 847.020752
	Iteration 8Q: 3 clusters Score -677720.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -677930.312500 Penalty: 847.020752
	Iteration 9Q: 3 clusters Score -677930.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -678054.562500 Penalty: 847.020752
	Iteration 10Q: 3 clusters Score -678054.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -678118.812500 Penalty: 847.020752
	Iteration 11Q: 3 clusters Score -678118.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -678164.437500 Penalty: 847.020752
	Iteration 12Q: 3 clusters Score -678164.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -678196.375000 Penalty: 847.020752
	Iteration 13Q: 3 clusters Score -678196.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -678227.187500 Penalty: 847.020752
	Iteration 14Q: 3 clusters Score -678227.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -678252.250000 Penalty: 847.020752
	Iteration 15Q: 3 clusters Score -678252.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -678272.125000 Penalty: 847.020752
	Iteration 16Q: 3 clusters Score -678272.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -678295.062500 Penalty: 847.020752
	Iteration 17Q: 3 clusters Score -678295.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -678316.250000 Penalty: 847.020752
	Iteration 18Q: 3 clusters Score -678316.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -678334.187500 Penalty: 847.020752
	Iteration 19Q: 3 clusters Score -678334.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -678353.687500 Penalty: 847.020752
	Iteration 20F: 3 clusters Score -678353.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -678371.812500 Penalty: 847.020752
	Iteration 21Q: 3 clusters Score -678371.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -678387.812500 Penalty: 847.020752
	Iteration 22Q: 3 clusters Score -678387.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -678394.937500 Penalty: 847.020752
	Iteration 23Q: 3 clusters Score -678394.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -678406.187500 Penalty: 847.020752
	Iteration 24Q: 3 clusters Score -678406.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -678414.125000 Penalty: 847.020752
	Iteration 25Q: 3 clusters Score -678414.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -678418.937500 Penalty: 847.020752
	Iteration 26Q: 3 clusters Score -678418.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -678425.875000 Penalty: 847.020752
	Iteration 27Q: 3 clusters Score -678425.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -678428.062500 Penalty: 847.020752
	Iteration 28Q: 3 clusters Score -678428.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -678432.625000 Penalty: 847.020752
	Iteration 29Q: 3 clusters Score -678432.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -678436.750000 Penalty: 847.020752
	Iteration 30Q: 3 clusters Score -678436.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -678437.625000 Penalty: 847.020752
	Iteration 31Q: 3 clusters Score -678437.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -678439.625000 Penalty: 847.020752
	Iteration 32Q: 3 clusters Score -678439.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -678438.625000 Penalty: 847.020752
	Iteration 33Q: 3 clusters Score -678438.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -678441.625000 Penalty: 847.020752
	Iteration 34Q: 3 clusters Score -678441.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -678442.687500 Penalty: 847.020752
	Iteration 35Q: 3 clusters Score -678442.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -678445.562500 Penalty: 847.020752
	Iteration 36Q: 3 clusters Score -678445.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -678448.750000 Penalty: 847.020752
	Iteration 37Q: 3 clusters Score -678448.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -678450.375000 Penalty: 847.020752
	Iteration 38Q: 3 clusters Score -678450.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -678451.875000 Penalty: 847.020752
	Iteration 39Q: 3 clusters Score -678451.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -678453.875000 Penalty: 847.020752
	Iteration 40F: 3 clusters Score -678453.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -678459.687500 Penalty: 847.020752
	Iteration 41Q: 3 clusters Score -678459.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -678461.875000 Penalty: 847.020752
	Iteration 42Q: 3 clusters Score -678461.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -678466.062500 Penalty: 847.020752
	Iteration 43Q: 3 clusters Score -678466.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -678469.812500 Penalty: 847.020752
	Iteration 44Q: 3 clusters Score -678469.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -678472.750000 Penalty: 847.020752
	Iteration 45Q: 3 clusters Score -678472.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -678475.000000 Penalty: 847.020752
	Iteration 46Q: 3 clusters Score -678475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -678478.125000 Penalty: 847.020752
	Iteration 47Q: 3 clusters Score -678478.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -678479.875000 Penalty: 847.020752
	Iteration 48Q: 3 clusters Score -678479.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -678482.625000 Penalty: 847.020752
	Iteration 49Q: 3 clusters Score -678482.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -678485.312500 Penalty: 847.020752
	Iteration 50Q: 3 clusters Score -678485.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -678491.625000 Penalty: 847.020752
	Iteration 51Q: 3 clusters Score -678491.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -678494.937500 Penalty: 847.020752
	Iteration 52Q: 3 clusters Score -678494.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -678499.687500 Penalty: 847.020752
	Iteration 53Q: 3 clusters Score -678499.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -678502.375000 Penalty: 847.020752
	Iteration 54Q: 3 clusters Score -678502.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -678505.750000 Penalty: 847.020752
	Iteration 55Q: 3 clusters Score -678505.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -678510.000000 Penalty: 847.020752
	Iteration 56Q: 3 clusters Score -678510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -678512.250000 Penalty: 847.020752
	Iteration 57Q: 3 clusters Score -678512.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -678515.750000 Penalty: 847.020752
	Iteration 58Q: 3 clusters Score -678515.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -678517.562500 Penalty: 847.020752
	Iteration 59Q: 3 clusters Score -678517.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -678519.312500 Penalty: 847.020752
	Iteration 60F: 3 clusters Score -678519.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -678521.750000 Penalty: 847.020752
	Iteration 61Q: 3 clusters Score -678521.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -678522.875000 Penalty: 847.020752
	Iteration 62Q: 3 clusters Score -678522.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -678523.812500 Penalty: 847.020752
	Iteration 63Q: 3 clusters Score -678523.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -678525.937500 Penalty: 847.020752
	Iteration 64Q: 3 clusters Score -678525.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -678527.437500 Penalty: 847.020752
	Iteration 65Q: 3 clusters Score -678527.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -678528.937500 Penalty: 847.020752
	Iteration 66Q: 3 clusters Score -678528.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -678529.937500 Penalty: 847.020752
	Iteration 67Q: 3 clusters Score -678529.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -678532.125000 Penalty: 847.020752
	Iteration 68Q: 3 clusters Score -678532.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -678531.625000 Penalty: 847.020752
	Iteration 69Q: 3 clusters Score -678531.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -678534.687500 Penalty: 847.020752
	Iteration 70Q: 3 clusters Score -678534.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -678534.750000 Penalty: 847.020752
	Iteration 71Q: 3 clusters Score -678534.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -678537.187500 Penalty: 847.020752
	Iteration 72Q: 3 clusters Score -678537.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -678537.937500 Penalty: 847.020752
	Iteration 73Q: 3 clusters Score -678537.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -678540.187500 Penalty: 847.020752
	Iteration 74Q: 3 clusters Score -678540.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -678541.187500 Penalty: 847.020752
	Iteration 75Q: 3 clusters Score -678541.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -678541.375000 Penalty: 847.020752
	Iteration 76Q: 3 clusters Score -678541.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -678543.062500 Penalty: 847.020752
	Iteration 77Q: 3 clusters Score -678543.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -678544.437500 Penalty: 847.020752
	Iteration 78Q: 3 clusters Score -678544.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -678547.750000 Penalty: 847.020752
	Iteration 79Q: 3 clusters Score -678547.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -678548.812500 Penalty: 847.020752
	Iteration 80F: 3 clusters Score -678548.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -678549.937500 Penalty: 847.020752
	Iteration 81Q: 3 clusters Score -678549.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -678551.500000 Penalty: 847.020752
	Iteration 82Q: 3 clusters Score -678551.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -678552.375000 Penalty: 847.020752
	Iteration 83Q: 3 clusters Score -678552.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -678554.937500 Penalty: 847.020752
	Iteration 84Q: 3 clusters Score -678554.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -678554.562500 Penalty: 847.020752
	Iteration 85Q: 3 clusters Score -678554.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -678553.375000 Penalty: 847.020752
	Iteration 86Q: 3 clusters Score -678553.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -678554.687500 Penalty: 847.020752
	Iteration 87Q: 3 clusters Score -678554.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -678555.187500 Penalty: 847.020752
	Iteration 88Q: 3 clusters Score -678555.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -678556.437500 Penalty: 847.020752
	Iteration 89Q: 3 clusters Score -678556.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -678556.937500 Penalty: 847.020752
	Iteration 90Q: 3 clusters Score -678556.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -678559.125000 Penalty: 847.020752
	Iteration 91Q: 3 clusters Score -678559.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -678559.625000 Penalty: 847.020752
	Iteration 92Q: 3 clusters Score -678559.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -678562.250000 Penalty: 847.020752
	Iteration 93Q: 3 clusters Score -678562.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -678561.187500 Penalty: 847.020752
	Iteration 94Q: 3 clusters Score -678561.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -678561.312500 Penalty: 847.020752
	Iteration 95Q: 3 clusters Score -678561.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -678561.812500 Penalty: 847.020752
	Iteration 96Q: 3 clusters Score -678561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -678561.750000 Penalty: 847.020752
	Iteration 97Q: 3 clusters Score -678561.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -678561.562500 Penalty: 847.020752
	Iteration 98Q: 3 clusters Score -678561.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -678562.437500 Penalty: 847.020752
	Iteration 99Q: 3 clusters Score -678562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -678563.312500 Penalty: 847.020752
	Iteration 100F: 3 clusters Score -678563.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -678564.250000 Penalty: 847.020752
	Iteration 101Q: 3 clusters Score -678564.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -678563.187500 Penalty: 847.020752
	Iteration 102Q: 3 clusters Score -678563.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -678563.312500 Penalty: 847.020752
	Iteration 103Q: 3 clusters Score -678563.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -678562.937500 Penalty: 847.020752
	Iteration 104Q: 3 clusters Score -678562.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -678562.562500 Penalty: 847.020752
	Iteration 105Q: 3 clusters Score -678562.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -678562.625000 Penalty: 847.020752
	Iteration 106Q: 3 clusters Score -678562.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -678561.687500 Penalty: 847.020752
	Iteration 107Q: 3 clusters Score -678561.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -678563.812500 Penalty: 847.020752
	Iteration 108Q: 3 clusters Score -678563.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -678565.312500 Penalty: 847.020752
	Iteration 109Q: 3 clusters Score -678565.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -678565.625000 Penalty: 847.020752
	Iteration 110Q: 3 clusters Score -678565.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -678565.625000 Penalty: 847.020752
	Iteration 111Q: 3 clusters Score -678565.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -678566.125000 Penalty: 847.020752
	Iteration 112Q: 3 clusters Score -678566.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -678567.562500 Penalty: 847.020752
	Iteration 113Q: 3 clusters Score -678567.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -678568.437500 Penalty: 847.020752
	Iteration 114Q: 3 clusters Score -678568.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -678568.187500 Penalty: 847.020752
	Iteration 115Q: 3 clusters Score -678568.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -678567.750000 Penalty: 847.020752
	Iteration 116Q: 3 clusters Score -678567.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -678567.812500 Penalty: 847.020752
	Iteration 117Q: 3 clusters Score -678567.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -678568.437500 Penalty: 847.020752
	Iteration 118Q: 3 clusters Score -678568.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -678567.875000 Penalty: 847.020752
	Iteration 119Q: 3 clusters Score -678567.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -678568.125000 Penalty: 847.020752
	Iteration 120F: 3 clusters Score -678568.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -678569.375000 Penalty: 847.020752
	Iteration 121Q: 3 clusters Score -678569.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -678570.437500 Penalty: 847.020752
	Iteration 122Q: 3 clusters Score -678570.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -678569.062500 Penalty: 847.020752
	Iteration 123Q: 3 clusters Score -678569.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -678570.500000 Penalty: 847.020752
	Iteration 124Q: 3 clusters Score -678570.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -678571.875000 Penalty: 847.020752
	Iteration 125Q: 3 clusters Score -678571.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -678571.687500 Penalty: 847.020752
	Iteration 126Q: 3 clusters Score -678571.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -678574.312500 Penalty: 847.020752
	Iteration 127Q: 3 clusters Score -678574.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -678575.187500 Penalty: 847.020752
	Iteration 128Q: 3 clusters Score -678575.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -678577.250000 Penalty: 847.020752
	Iteration 129Q: 3 clusters Score -678577.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -678579.187500 Penalty: 847.020752
	Iteration 130Q: 3 clusters Score -678579.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -678579.312500 Penalty: 847.020752
	Iteration 131Q: 3 clusters Score -678579.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -678580.937500 Penalty: 847.020752
	Iteration 132Q: 3 clusters Score -678580.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -678586.562500 Penalty: 847.020752
	Iteration 133Q: 3 clusters Score -678586.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -678590.750000 Penalty: 847.020752
	Iteration 134Q: 3 clusters Score -678590.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -678593.062500 Penalty: 847.020752
	Iteration 135Q: 3 clusters Score -678593.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -678595.312500 Penalty: 847.020752
	Iteration 136Q: 3 clusters Score -678595.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -678600.125000 Penalty: 847.020752
	Iteration 137Q: 3 clusters Score -678600.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -678603.125000 Penalty: 847.020752
	Iteration 138Q: 3 clusters Score -678603.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -678606.625000 Penalty: 847.020752
	Iteration 139Q: 3 clusters Score -678606.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -678612.750000 Penalty: 847.020752
	Iteration 140F: 3 clusters Score -678612.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -678617.000000 Penalty: 847.020752
	Iteration 141Q: 3 clusters Score -678617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -678623.812500 Penalty: 847.020752
	Iteration 142Q: 3 clusters Score -678623.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -678627.312500 Penalty: 847.020752
	Iteration 143Q: 3 clusters Score -678627.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -678638.875000 Penalty: 847.020752
	Iteration 144Q: 3 clusters Score -678638.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -678652.812500 Penalty: 847.020752
	Iteration 145Q: 3 clusters Score -678652.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -678666.062500 Penalty: 847.020752
	Iteration 146Q: 3 clusters Score -678666.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -678674.187500 Penalty: 847.020752
	Iteration 147Q: 3 clusters Score -678674.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -678682.437500 Penalty: 847.020752
	Iteration 148Q: 3 clusters Score -678682.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -678690.625000 Penalty: 847.020752
	Iteration 149Q: 3 clusters Score -678690.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -678702.625000 Penalty: 847.020752
	Iteration 150Q: 3 clusters Score -678702.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -678715.937500 Penalty: 847.020752
	Iteration 151Q: 3 clusters Score -678715.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -678726.750000 Penalty: 847.020752
	Iteration 152Q: 3 clusters Score -678726.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -678744.125000 Penalty: 847.020752
	Iteration 153Q: 3 clusters Score -678744.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -678758.875000 Penalty: 847.020752
	Iteration 154Q: 3 clusters Score -678758.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -678774.187500 Penalty: 847.020752
	Iteration 155Q: 3 clusters Score -678774.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -678787.500000 Penalty: 847.020752
	Iteration 156Q: 3 clusters Score -678787.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -678804.312500 Penalty: 847.020752
	Iteration 157Q: 3 clusters Score -678804.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -678825.937500 Penalty: 847.020752
	Iteration 158Q: 3 clusters Score -678825.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -678843.875000 Penalty: 847.020752
	Iteration 159Q: 3 clusters Score -678843.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -678856.437500 Penalty: 847.020752
	Iteration 160F: 3 clusters Score -678856.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -678874.187500 Penalty: 847.020752
	Iteration 161Q: 3 clusters Score -678874.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -678888.250000 Penalty: 847.020752
	Iteration 162Q: 3 clusters Score -678888.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -678904.625000 Penalty: 847.020752
	Iteration 163Q: 3 clusters Score -678904.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -678921.625000 Penalty: 847.020752
	Iteration 164Q: 3 clusters Score -678921.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -678939.000000 Penalty: 847.020752
	Iteration 165Q: 3 clusters Score -678939 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -678958.375000 Penalty: 847.020752
	Iteration 166Q: 3 clusters Score -678958.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -678971.875000 Penalty: 847.020752
	Iteration 167Q: 3 clusters Score -678971.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -678983.750000 Penalty: 847.020752
	Iteration 168Q: 3 clusters Score -678983.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -678994.312500 Penalty: 847.020752
	Iteration 169Q: 3 clusters Score -678994.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -678999.125000 Penalty: 847.020752
	Iteration 170Q: 3 clusters Score -678999.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -679002.437500 Penalty: 847.020752
	Iteration 171Q: 3 clusters Score -679002.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -679006.687500 Penalty: 847.020752
	Iteration 172Q: 3 clusters Score -679006.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -679009.875000 Penalty: 847.020752
	Iteration 173Q: 3 clusters Score -679009.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -679015.562500 Penalty: 847.020752
	Iteration 174Q: 3 clusters Score -679015.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -679023.562500 Penalty: 847.020752
	Iteration 175Q: 3 clusters Score -679023.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -679030.625000 Penalty: 847.020752
	Iteration 176Q: 3 clusters Score -679030.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -679032.562500 Penalty: 847.020752
	Iteration 177Q: 3 clusters Score -679032.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -679037.437500 Penalty: 847.020752
	Iteration 178Q: 3 clusters Score -679037.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -679039.125000 Penalty: 847.020752
	Iteration 179Q: 3 clusters Score -679039.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -679042.562500 Penalty: 847.020752
	Iteration 180F: 3 clusters Score -679042.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -679045.125000 Penalty: 847.020752
	Iteration 181Q: 3 clusters Score -679045.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -679044.687500 Penalty: 847.020752
	Iteration 182Q: 3 clusters Score -679044.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -679045.125000 Penalty: 847.020752
	Iteration 183Q: 3 clusters Score -679045.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -679045.562500 Penalty: 847.020752
	Iteration 184Q: 3 clusters Score -679045.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -679044.750000 Penalty: 847.020752
	Iteration 185Q: 3 clusters Score -679044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -679044.500000 Penalty: 847.020752
	Iteration 186Q: 3 clusters Score -679044.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -679045.562500 Penalty: 847.020752
	Iteration 187Q: 3 clusters Score -679045.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -679044.875000 Penalty: 847.020752
	Iteration 188Q: 3 clusters Score -679044.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -679043.937500 Penalty: 847.020752
	Iteration 189Q: 3 clusters Score -679043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -679044.375000 Penalty: 847.020752
	Iteration 190Q: 3 clusters Score -679044.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -679044.375000 Penalty: 847.020752
	Iteration 191F: 3 clusters Score -679044.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -39346.425781 Penalty: 299.921173
	Iteration 0F: 2 clusters Score -39346.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -38708.324219 Penalty: 599.842346
	Iteration 0F: 3 clusters Score -38708.32 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -38901.476562 Penalty: 599.842346
	Iteration 1F: 3 clusters Score -38901.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -38963.101562 Penalty: 599.842346
	Iteration 2F: 3 clusters Score -38963.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38999.910156 Penalty: 599.842346
	Iteration 3F: 3 clusters Score -38999.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -39027.355469 Penalty: 599.842346
	Iteration 4Q: 3 clusters Score -39027.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -39052.117188 Penalty: 599.842346
	Iteration 5Q: 3 clusters Score -39052.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -39071.671875 Penalty: 599.842346
	Iteration 6Q: 3 clusters Score -39071.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -39083.804688 Penalty: 599.842346
	Iteration 7Q: 3 clusters Score -39083.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -39087.664062 Penalty: 599.842346
	Iteration 8Q: 3 clusters Score -39087.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -39090.406250 Penalty: 599.842346
	Iteration 9Q: 3 clusters Score -39090.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -39090.964844 Penalty: 599.842346
	Iteration 10Q: 3 clusters Score -39090.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -39090.964844 Penalty: 599.842346
	Iteration 11F: 3 clusters Score -39090.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -5964.751953 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -5964.752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5765.805176 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -5765.805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5792.829590 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5792.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5797.812500 Penalty: 422.639587
	Iteration 2Q: 3 clusters Score -5797.812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5800.718750 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -5800.719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5806.078125 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -5806.078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5810.445801 Penalty: 422.639587
	Iteration 5Q: 3 clusters Score -5810.446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5810.445801 Penalty: 422.639587
	Iteration 6F: 3 clusters Score -5810.446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -31407.273438 Penalty: 291.211731
	Iteration 0F: 2 clusters Score -31407.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -30863.113281 Penalty: 582.423462
	Iteration 0F: 3 clusters Score -30863.11 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -31045.804688 Penalty: 582.423462
	Iteration 1F: 3 clusters Score -31045.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31110.531250 Penalty: 582.423462
	Iteration 2F: 3 clusters Score -31110.53 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31182.416016 Penalty: 582.423462
	Iteration 3F: 3 clusters Score -31182.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -31228.470703 Penalty: 582.423462
	Iteration 4F: 3 clusters Score -31228.47 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31269.617188 Penalty: 582.423462
	Iteration 5F: 3 clusters Score -31269.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31306.322266 Penalty: 582.423462
	Iteration 6Q: 3 clusters Score -31306.32 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: -31386.761719 Penalty: 582.423462
	Iteration 7Q: 3 clusters Score -31386.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31448.160156 Penalty: 582.423462
	Iteration 8Q: 3 clusters Score -31448.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31565.214844 Penalty: 582.423462
	Iteration 9F: 3 clusters Score -31565.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -31650.072266 Penalty: 582.423462
	Iteration 10Q: 3 clusters Score -31650.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -31775.912109 Penalty: 582.423462
	Iteration 11Q: 3 clusters Score -31775.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31843.531250 Penalty: 582.423462
	Iteration 12Q: 3 clusters Score -31843.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31847.744141 Penalty: 582.423462
	Iteration 13Q: 3 clusters Score -31847.74 nChanged 2
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: -31852.773438 Penalty: 582.423462
	Iteration 14Q: 3 clusters Score -31852.77 nChanged 0
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: -31852.773438 Penalty: 582.423462
	Iteration 15F: 3 clusters Score -31852.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 340 members 
Mstep: Class 5 contains 58414 members 
Mstep: Class 6 contains 406 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18654 members 
Mstep: Class 10 contains 48585 members 
Mstep: Class 11 contains 262 members 
Mstep: Class 12 contains 110609 members 
Mstep: Class 13 contains 53080 members 
Mstep: Class 14 contains 49287 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 21128 members 
Mstep: Class 18 contains 85418 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 108816 members 
Mstep: Class 21 contains 7816 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
Score: -35812444.000000 Penalty: 13284.057617
Splitting cluster 4 changes total score from -35819392.000000 to -35812444.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (58414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58414 members 
Entering Unmasked Estep 
Score: -3482207.000000 Penalty: 499.376648
	Iteration 0F: 2 clusters Score -3482207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -3442792.500000 Penalty: 998.753296
	Iteration 0F: 3 clusters Score -3442792 nChanged 28360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -3459709.750000 Penalty: 998.753296
	Iteration 1F: 3 clusters Score -3459710 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -3460701.750000 Penalty: 998.753296
	Iteration 2Q: 3 clusters Score -3460702 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -3462174.750000 Penalty: 998.753296
	Iteration 3F: 3 clusters Score -3462175 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -3464384.750000 Penalty: 998.753296
	Iteration 4F: 3 clusters Score -3464385 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -3467394.500000 Penalty: 998.753296
	Iteration 5F: 3 clusters Score -3467394 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -3471145.250000 Penalty: 998.753296
	Iteration 6F: 3 clusters Score -3471145 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -3474573.500000 Penalty: 998.753296
	Iteration 7F: 3 clusters Score -3474574 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -3476942.500000 Penalty: 998.753296
	Iteration 8Q: 3 clusters Score -3476942 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -3478288.750000 Penalty: 998.753296
	Iteration 9Q: 3 clusters Score -3478289 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -3479019.250000 Penalty: 998.753296
	Iteration 10Q: 3 clusters Score -3479019 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -3479504.500000 Penalty: 998.753296
	Iteration 11Q: 3 clusters Score -3479504 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -3479830.750000 Penalty: 998.753296
	Iteration 12Q: 3 clusters Score -3479831 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -3480085.750000 Penalty: 998.753296
	Iteration 13Q: 3 clusters Score -3480086 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -3480328.250000 Penalty: 998.753296
	Iteration 14Q: 3 clusters Score -3480328 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -3480505.000000 Penalty: 998.753296
	Iteration 15Q: 3 clusters Score -3480505 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -3480678.750000 Penalty: 998.753296
	Iteration 16Q: 3 clusters Score -3480679 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 55576 members 
Entering Unmasked Estep 
Score: -3480817.500000 Penalty: 998.753296
	Iteration 17Q: 3 clusters Score -3480818 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -3480946.250000 Penalty: 998.753296
	Iteration 18Q: 3 clusters Score -3480946 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -3481059.500000 Penalty: 998.753296
	Iteration 19Q: 3 clusters Score -3481060 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 56378 members 
Entering Unmasked Estep 
Score: -3481157.000000 Penalty: 998.753296
	Iteration 20F: 3 clusters Score -3481157 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -3481234.250000 Penalty: 998.753296
	Iteration 21Q: 3 clusters Score -3481234 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -3481291.000000 Penalty: 998.753296
	Iteration 22Q: 3 clusters Score -3481291 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -3481347.500000 Penalty: 998.753296
	Iteration 23Q: 3 clusters Score -3481348 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -3481407.250000 Penalty: 998.753296
	Iteration 24Q: 3 clusters Score -3481407 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -3481451.500000 Penalty: 998.753296
	Iteration 25Q: 3 clusters Score -3481452 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -3481504.000000 Penalty: 998.753296
	Iteration 26Q: 3 clusters Score -3481504 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 57423 members 
Entering Unmasked Estep 
Score: -3481543.250000 Penalty: 998.753296
	Iteration 27Q: 3 clusters Score -3481543 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -3481574.000000 Penalty: 998.753296
	Iteration 28Q: 3 clusters Score -3481574 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 57566 members 
Entering Unmasked Estep 
Score: -3481604.750000 Penalty: 998.753296
	Iteration 29Q: 3 clusters Score -3481605 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 57623 members 
Entering Unmasked Estep 
Score: -3481612.750000 Penalty: 998.753296
	Iteration 30Q: 3 clusters Score -3481613 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -3481634.750000 Penalty: 998.753296
	Iteration 31Q: 3 clusters Score -3481635 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -3481640.500000 Penalty: 998.753296
	Iteration 32Q: 3 clusters Score -3481640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 57758 members 
Entering Unmasked Estep 
Score: -3481659.500000 Penalty: 998.753296
	Iteration 33Q: 3 clusters Score -3481660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -3481672.000000 Penalty: 998.753296
	Iteration 34Q: 3 clusters Score -3481672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -3481680.500000 Penalty: 998.753296
	Iteration 35Q: 3 clusters Score -3481680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -3481698.500000 Penalty: 998.753296
	Iteration 36Q: 3 clusters Score -3481698 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -3481712.000000 Penalty: 998.753296
	Iteration 37Q: 3 clusters Score -3481712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 57941 members 
Entering Unmasked Estep 
Score: -3481721.000000 Penalty: 998.753296
	Iteration 38Q: 3 clusters Score -3481721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -3481730.750000 Penalty: 998.753296
	Iteration 39Q: 3 clusters Score -3481731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 57978 members 
Entering Unmasked Estep 
Score: -3481739.000000 Penalty: 998.753296
	Iteration 40F: 3 clusters Score -3481739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -3481740.000000 Penalty: 998.753296
	Iteration 41Q: 3 clusters Score -3481740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -3481741.000000 Penalty: 998.753296
	Iteration 42Q: 3 clusters Score -3481741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 58003 members 
Entering Unmasked Estep 
Score: -3481748.000000 Penalty: 998.753296
	Iteration 43Q: 3 clusters Score -3481748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 58012 members 
Entering Unmasked Estep 
Score: -3481745.500000 Penalty: 998.753296
	Iteration 44Q: 3 clusters Score -3481746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 58023 members 
Entering Unmasked Estep 
Score: -3481750.500000 Penalty: 998.753296
	Iteration 45Q: 3 clusters Score -3481750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 58031 members 
Entering Unmasked Estep 
Score: -3481749.500000 Penalty: 998.753296
	Iteration 46Q: 3 clusters Score -3481750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -3481752.000000 Penalty: 998.753296
	Iteration 47Q: 3 clusters Score -3481752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -3481751.000000 Penalty: 998.753296
	Iteration 48Q: 3 clusters Score -3481751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 58052 members 
Entering Unmasked Estep 
Score: -3481754.500000 Penalty: 998.753296
	Iteration 49Q: 3 clusters Score -3481754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 58058 members 
Entering Unmasked Estep 
Score: -3481760.000000 Penalty: 998.753296
	Iteration 50Q: 3 clusters Score -3481760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -3481759.500000 Penalty: 998.753296
	Iteration 51Q: 3 clusters Score -3481760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -3481759.000000 Penalty: 998.753296
	Iteration 52Q: 3 clusters Score -3481759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -3481758.750000 Penalty: 998.753296
	Iteration 53Q: 3 clusters Score -3481759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -3481758.750000 Penalty: 998.753296
	Iteration 54F: 3 clusters Score -3481759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -24160.449219 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -24160.45 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 203 members 
Entering Unmasked Estep 
Score: -23720.931641 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -23720.93 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23831.460938 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -23831.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23858.687500 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -23858.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23877.218750 Penalty: 546.578186
	Iteration 3Q: 3 clusters Score -23877.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23890.388672 Penalty: 546.578186
	Iteration 4Q: 3 clusters Score -23890.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23907.439453 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -23907.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23921.425781 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -23921.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23933.568359 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -23933.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23945.654297 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -23945.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23953.675781 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -23953.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23955.656250 Penalty: 546.578186
	Iteration 10Q: 3 clusters Score -23955.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23956.861328 Penalty: 546.578186
	Iteration 11Q: 3 clusters Score -23956.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23958.175781 Penalty: 546.578186
	Iteration 12Q: 3 clusters Score -23958.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23958.636719 Penalty: 546.578186
	Iteration 13Q: 3 clusters Score -23958.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23960.421875 Penalty: 546.578186
	Iteration 14Q: 3 clusters Score -23960.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23961.751953 Penalty: 546.578186
	Iteration 15Q: 3 clusters Score -23961.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23961.751953 Penalty: 546.578186
	Iteration 16F: 3 clusters Score -23961.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Entering Unmasked Estep 
Score: -189573.718750 Penalty: 369.188141
	Iteration 0F: 2 clusters Score -189573.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -187221.156250 Penalty: 738.376282
	Iteration 0F: 3 clusters Score -187221.2 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -188179.406250 Penalty: 738.376282
	Iteration 1F: 3 clusters Score -188179.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -188338.859375 Penalty: 738.376282
	Iteration 2F: 3 clusters Score -188338.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -188508.046875 Penalty: 738.376282
	Iteration 3F: 3 clusters Score -188508 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -188663.031250 Penalty: 738.376282
	Iteration 4F: 3 clusters Score -188663 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -188787.109375 Penalty: 738.376282
	Iteration 5F: 3 clusters Score -188787.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -188884.546875 Penalty: 738.376282
	Iteration 6Q: 3 clusters Score -188884.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -188951.000000 Penalty: 738.376282
	Iteration 7Q: 3 clusters Score -188951 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -188998.625000 Penalty: 738.376282
	Iteration 8Q: 3 clusters Score -188998.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -189031.203125 Penalty: 738.376282
	Iteration 9Q: 3 clusters Score -189031.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -189054.593750 Penalty: 738.376282
	Iteration 10Q: 3 clusters Score -189054.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -189075.000000 Penalty: 738.376282
	Iteration 11Q: 3 clusters Score -189075 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -189089.578125 Penalty: 738.376282
	Iteration 12Q: 3 clusters Score -189089.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -189099.890625 Penalty: 738.376282
	Iteration 13Q: 3 clusters Score -189099.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -189105.671875 Penalty: 738.376282
	Iteration 14Q: 3 clusters Score -189105.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -189109.296875 Penalty: 738.376282
	Iteration 15Q: 3 clusters Score -189109.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -189110.875000 Penalty: 738.376282
	Iteration 16Q: 3 clusters Score -189110.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -189114.812500 Penalty: 738.376282
	Iteration 17Q: 3 clusters Score -189114.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -189118.312500 Penalty: 738.376282
	Iteration 18Q: 3 clusters Score -189118.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -189123.906250 Penalty: 738.376282
	Iteration 19Q: 3 clusters Score -189123.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -189127.953125 Penalty: 738.376282
	Iteration 20F: 3 clusters Score -189128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -189132.656250 Penalty: 738.376282
	Iteration 21Q: 3 clusters Score -189132.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -189138.500000 Penalty: 738.376282
	Iteration 22Q: 3 clusters Score -189138.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -189143.125000 Penalty: 738.376282
	Iteration 23Q: 3 clusters Score -189143.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -189146.968750 Penalty: 738.376282
	Iteration 24Q: 3 clusters Score -189147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -189148.437500 Penalty: 738.376282
	Iteration 25Q: 3 clusters Score -189148.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -189149.906250 Penalty: 738.376282
	Iteration 26Q: 3 clusters Score -189149.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -189151.859375 Penalty: 738.376282
	Iteration 27Q: 3 clusters Score -189151.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -189152.437500 Penalty: 738.376282
	Iteration 28Q: 3 clusters Score -189152.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -189153.343750 Penalty: 738.376282
	Iteration 29Q: 3 clusters Score -189153.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -189154.906250 Penalty: 738.376282
	Iteration 30Q: 3 clusters Score -189154.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -189155.968750 Penalty: 738.376282
	Iteration 31Q: 3 clusters Score -189156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -189156.953125 Penalty: 738.376282
	Iteration 32Q: 3 clusters Score -189157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -189158.375000 Penalty: 738.376282
	Iteration 33Q: 3 clusters Score -189158.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -189158.359375 Penalty: 738.376282
	Iteration 34Q: 3 clusters Score -189158.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -189158.359375 Penalty: 738.376282
	Iteration 35F: 3 clusters Score -189158.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -13300.256836 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -13300.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12988.060547 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -12988.06 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13045.713867 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -13045.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13061.350586 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -13061.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13066.216797 Penalty: 491.232819
	Iteration 3Q: 3 clusters Score -13066.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13068.915039 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -13068.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13068.915039 Penalty: 491.232819
	Iteration 5F: 3 clusters Score -13068.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Entering Unmasked Estep 
Score: -1162571.750000 Penalty: 447.438599
	Iteration 0F: 2 clusters Score -1162572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1150098.000000 Penalty: 894.877197
	Iteration 0F: 3 clusters Score -1150098 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1155320.625000 Penalty: 894.877197
	Iteration 1F: 3 clusters Score -1155321 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1155683.000000 Penalty: 894.877197
	Iteration 2Q: 3 clusters Score -1155683 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1156178.250000 Penalty: 894.877197
	Iteration 3F: 3 clusters Score -1156178 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1156898.750000 Penalty: 894.877197
	Iteration 4F: 3 clusters Score -1156899 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1157822.000000 Penalty: 894.877197
	Iteration 5F: 3 clusters Score -1157822 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1158770.375000 Penalty: 894.877197
	Iteration 6F: 3 clusters Score -1158770 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1159585.375000 Penalty: 894.877197
	Iteration 7F: 3 clusters Score -1159585 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1160064.375000 Penalty: 894.877197
	Iteration 8Q: 3 clusters Score -1160064 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1160348.875000 Penalty: 894.877197
	Iteration 9Q: 3 clusters Score -1160349 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1160591.375000 Penalty: 894.877197
	Iteration 10Q: 3 clusters Score -1160591 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1160780.125000 Penalty: 894.877197
	Iteration 11Q: 3 clusters Score -1160780 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1160966.750000 Penalty: 894.877197
	Iteration 12Q: 3 clusters Score -1160967 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1161134.125000 Penalty: 894.877197
	Iteration 13Q: 3 clusters Score -1161134 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1161249.000000 Penalty: 894.877197
	Iteration 14Q: 3 clusters Score -1161249 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1161356.500000 Penalty: 894.877197
	Iteration 15Q: 3 clusters Score -1161356 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1161442.000000 Penalty: 894.877197
	Iteration 16Q: 3 clusters Score -1161442 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1161505.375000 Penalty: 894.877197
	Iteration 17Q: 3 clusters Score -1161505 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1161549.500000 Penalty: 894.877197
	Iteration 18Q: 3 clusters Score -1161550 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1161589.125000 Penalty: 894.877197
	Iteration 19Q: 3 clusters Score -1161589 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1161620.750000 Penalty: 894.877197
	Iteration 20F: 3 clusters Score -1161621 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -1161642.125000 Penalty: 894.877197
	Iteration 21Q: 3 clusters Score -1161642 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -1161664.750000 Penalty: 894.877197
	Iteration 22Q: 3 clusters Score -1161665 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1161677.250000 Penalty: 894.877197
	Iteration 23Q: 3 clusters Score -1161677 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -1161692.125000 Penalty: 894.877197
	Iteration 24Q: 3 clusters Score -1161692 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1161706.000000 Penalty: 894.877197
	Iteration 25Q: 3 clusters Score -1161706 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -1161719.625000 Penalty: 894.877197
	Iteration 26Q: 3 clusters Score -1161720 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1161733.375000 Penalty: 894.877197
	Iteration 27Q: 3 clusters Score -1161733 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -1161750.125000 Penalty: 894.877197
	Iteration 28Q: 3 clusters Score -1161750 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -1161758.500000 Penalty: 894.877197
	Iteration 29Q: 3 clusters Score -1161758 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1161774.875000 Penalty: 894.877197
	Iteration 30Q: 3 clusters Score -1161775 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -1161786.250000 Penalty: 894.877197
	Iteration 31Q: 3 clusters Score -1161786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -1161802.000000 Penalty: 894.877197
	Iteration 32Q: 3 clusters Score -1161802 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -1161822.500000 Penalty: 894.877197
	Iteration 33Q: 3 clusters Score -1161822 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -1161842.125000 Penalty: 894.877197
	Iteration 34Q: 3 clusters Score -1161842 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -1161855.375000 Penalty: 894.877197
	Iteration 35Q: 3 clusters Score -1161855 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -1161870.500000 Penalty: 894.877197
	Iteration 36Q: 3 clusters Score -1161870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -1161882.750000 Penalty: 894.877197
	Iteration 37Q: 3 clusters Score -1161883 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1161900.000000 Penalty: 894.877197
	Iteration 38Q: 3 clusters Score -1161900 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1161919.375000 Penalty: 894.877197
	Iteration 39Q: 3 clusters Score -1161919 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1161933.125000 Penalty: 894.877197
	Iteration 40F: 3 clusters Score -1161933 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -1161950.125000 Penalty: 894.877197
	Iteration 41Q: 3 clusters Score -1161950 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -1161962.750000 Penalty: 894.877197
	Iteration 42Q: 3 clusters Score -1161963 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -1161972.375000 Penalty: 894.877197
	Iteration 43Q: 3 clusters Score -1161972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -1161980.500000 Penalty: 894.877197
	Iteration 44Q: 3 clusters Score -1161980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -1161989.125000 Penalty: 894.877197
	Iteration 45Q: 3 clusters Score -1161989 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -1162002.875000 Penalty: 894.877197
	Iteration 46Q: 3 clusters Score -1162003 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -1162015.375000 Penalty: 894.877197
	Iteration 47Q: 3 clusters Score -1162015 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -1162028.250000 Penalty: 894.877197
	Iteration 48Q: 3 clusters Score -1162028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1162040.125000 Penalty: 894.877197
	Iteration 49Q: 3 clusters Score -1162040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1162048.500000 Penalty: 894.877197
	Iteration 50Q: 3 clusters Score -1162048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -1162060.375000 Penalty: 894.877197
	Iteration 51Q: 3 clusters Score -1162060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -1162070.625000 Penalty: 894.877197
	Iteration 52Q: 3 clusters Score -1162071 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -1162085.750000 Penalty: 894.877197
	Iteration 53Q: 3 clusters Score -1162086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -1162096.625000 Penalty: 894.877197
	Iteration 54Q: 3 clusters Score -1162097 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1162104.875000 Penalty: 894.877197
	Iteration 55Q: 3 clusters Score -1162105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -1162114.625000 Penalty: 894.877197
	Iteration 56Q: 3 clusters Score -1162115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -1162118.250000 Penalty: 894.877197
	Iteration 57Q: 3 clusters Score -1162118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -1162120.000000 Penalty: 894.877197
	Iteration 58Q: 3 clusters Score -1162120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -1162123.750000 Penalty: 894.877197
	Iteration 59Q: 3 clusters Score -1162124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1162127.750000 Penalty: 894.877197
	Iteration 60F: 3 clusters Score -1162128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -1162136.625000 Penalty: 894.877197
	Iteration 61Q: 3 clusters Score -1162137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -1162145.250000 Penalty: 894.877197
	Iteration 62Q: 3 clusters Score -1162145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -1162150.375000 Penalty: 894.877197
	Iteration 63Q: 3 clusters Score -1162150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -1162153.750000 Penalty: 894.877197
	Iteration 64Q: 3 clusters Score -1162154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -1162156.750000 Penalty: 894.877197
	Iteration 65Q: 3 clusters Score -1162157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -1162163.625000 Penalty: 894.877197
	Iteration 66Q: 3 clusters Score -1162164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -1162169.000000 Penalty: 894.877197
	Iteration 67Q: 3 clusters Score -1162169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -1162172.250000 Penalty: 894.877197
	Iteration 68Q: 3 clusters Score -1162172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -1162177.750000 Penalty: 894.877197
	Iteration 69Q: 3 clusters Score -1162178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -1162183.875000 Penalty: 894.877197
	Iteration 70Q: 3 clusters Score -1162184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -1162185.250000 Penalty: 894.877197
	Iteration 71Q: 3 clusters Score -1162185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -1162186.500000 Penalty: 894.877197
	Iteration 72Q: 3 clusters Score -1162186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -1162186.750000 Penalty: 894.877197
	Iteration 73Q: 3 clusters Score -1162187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -1162188.000000 Penalty: 894.877197
	Iteration 74Q: 3 clusters Score -1162188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -1162188.625000 Penalty: 894.877197
	Iteration 75Q: 3 clusters Score -1162189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -1162191.500000 Penalty: 894.877197
	Iteration 76Q: 3 clusters Score -1162192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -1162192.500000 Penalty: 894.877197
	Iteration 77Q: 3 clusters Score -1162192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -1162192.500000 Penalty: 894.877197
	Iteration 78Q: 3 clusters Score -1162192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -1162192.125000 Penalty: 894.877197
	Iteration 79Q: 3 clusters Score -1162192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -1162192.125000 Penalty: 894.877197
	Iteration 80F: 3 clusters Score -1162192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Entering Unmasked Estep 
Score: -3165476.500000 Penalty: 490.993683
	Iteration 0F: 2 clusters Score -3165476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3133205.250000 Penalty: 981.987366
	Iteration 0F: 3 clusters Score -3133205 nChanged 23472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -3149332.250000 Penalty: 981.987366
	Iteration 1F: 3 clusters Score -3149332 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -3151720.750000 Penalty: 981.987366
	Iteration 2F: 3 clusters Score -3151721 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -3154942.250000 Penalty: 981.987366
	Iteration 3F: 3 clusters Score -3154942 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3158735.000000 Penalty: 981.987366
	Iteration 4F: 3 clusters Score -3158735 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -3161614.250000 Penalty: 981.987366
	Iteration 5F: 3 clusters Score -3161614 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3162933.500000 Penalty: 981.987366
	Iteration 6F: 3 clusters Score -3162934 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -3163729.000000 Penalty: 981.987366
	Iteration 7Q: 3 clusters Score -3163729 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -3164461.750000 Penalty: 981.987366
	Iteration 8Q: 3 clusters Score -3164462 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -3165140.000000 Penalty: 981.987366
	Iteration 9Q: 3 clusters Score -3165140 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -3165703.500000 Penalty: 981.987366
	Iteration 10Q: 3 clusters Score -3165704 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3165989.750000 Penalty: 981.987366
	Iteration 11Q: 3 clusters Score -3165990 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -3166139.500000 Penalty: 981.987366
	Iteration 12Q: 3 clusters Score -3166140 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -3166221.250000 Penalty: 981.987366
	Iteration 13Q: 3 clusters Score -3166221 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -3166266.250000 Penalty: 981.987366
	Iteration 14Q: 3 clusters Score -3166266 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -3166299.250000 Penalty: 981.987366
	Iteration 15Q: 3 clusters Score -3166299 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -3166327.500000 Penalty: 981.987366
	Iteration 16Q: 3 clusters Score -3166328 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -3166336.500000 Penalty: 981.987366
	Iteration 17Q: 3 clusters Score -3166336 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -3166340.000000 Penalty: 981.987366
	Iteration 18Q: 3 clusters Score -3166340 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -3166356.250000 Penalty: 981.987366
	Iteration 19Q: 3 clusters Score -3166356 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -3166360.750000 Penalty: 981.987366
	Iteration 20F: 3 clusters Score -3166361 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -3166370.000000 Penalty: 981.987366
	Iteration 21Q: 3 clusters Score -3166370 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3166365.250000 Penalty: 981.987366
	Iteration 22Q: 3 clusters Score -3166365 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -3166378.500000 Penalty: 981.987366
	Iteration 23Q: 3 clusters Score -3166378 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -3166396.500000 Penalty: 981.987366
	Iteration 24Q: 3 clusters Score -3166396 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -3166392.500000 Penalty: 981.987366
	Iteration 25Q: 3 clusters Score -3166392 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -3166401.500000 Penalty: 981.987366
	Iteration 26Q: 3 clusters Score -3166402 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3166418.250000 Penalty: 981.987366
	Iteration 27Q: 3 clusters Score -3166418 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3166442.500000 Penalty: 981.987366
	Iteration 28Q: 3 clusters Score -3166442 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -3166451.750000 Penalty: 981.987366
	Iteration 29Q: 3 clusters Score -3166452 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3166457.500000 Penalty: 981.987366
	Iteration 30Q: 3 clusters Score -3166458 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -3166452.500000 Penalty: 981.987366
	Iteration 31Q: 3 clusters Score -3166452 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3166457.250000 Penalty: 981.987366
	Iteration 32Q: 3 clusters Score -3166457 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -3166468.750000 Penalty: 981.987366
	Iteration 33Q: 3 clusters Score -3166469 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -3166471.500000 Penalty: 981.987366
	Iteration 34Q: 3 clusters Score -3166472 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -3166480.000000 Penalty: 981.987366
	Iteration 35Q: 3 clusters Score -3166480 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -3166479.000000 Penalty: 981.987366
	Iteration 36Q: 3 clusters Score -3166479 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -3166477.250000 Penalty: 981.987366
	Iteration 37Q: 3 clusters Score -3166477 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -3166478.750000 Penalty: 981.987366
	Iteration 38Q: 3 clusters Score -3166479 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -3166466.250000 Penalty: 981.987366
	Iteration 39Q: 3 clusters Score -3166466 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -3166475.500000 Penalty: 981.987366
	Iteration 40F: 3 clusters Score -3166476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -3166499.250000 Penalty: 981.987366
	Iteration 41Q: 3 clusters Score -3166499 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -3166495.000000 Penalty: 981.987366
	Iteration 42Q: 3 clusters Score -3166495 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -3166499.250000 Penalty: 981.987366
	Iteration 43Q: 3 clusters Score -3166499 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -3166497.000000 Penalty: 981.987366
	Iteration 44Q: 3 clusters Score -3166497 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -3166503.250000 Penalty: 981.987366
	Iteration 45Q: 3 clusters Score -3166503 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -3166496.500000 Penalty: 981.987366
	Iteration 46Q: 3 clusters Score -3166496 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3166503.500000 Penalty: 981.987366
	Iteration 47Q: 3 clusters Score -3166504 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3166497.000000 Penalty: 981.987366
	Iteration 48Q: 3 clusters Score -3166497 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -3166504.000000 Penalty: 981.987366
	Iteration 49Q: 3 clusters Score -3166504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -3166508.750000 Penalty: 981.987366
	Iteration 50Q: 3 clusters Score -3166509 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -3166510.000000 Penalty: 981.987366
	Iteration 51Q: 3 clusters Score -3166510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3166512.250000 Penalty: 981.987366
	Iteration 52Q: 3 clusters Score -3166512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3166511.000000 Penalty: 981.987366
	Iteration 53Q: 3 clusters Score -3166511 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3166509.000000 Penalty: 981.987366
	Iteration 54Q: 3 clusters Score -3166509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -3166513.000000 Penalty: 981.987366
	Iteration 55Q: 3 clusters Score -3166513 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3166515.000000 Penalty: 981.987366
	Iteration 56Q: 3 clusters Score -3166515 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3166518.250000 Penalty: 981.987366
	Iteration 57Q: 3 clusters Score -3166518 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -3166522.000000 Penalty: 981.987366
	Iteration 58Q: 3 clusters Score -3166522 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3166529.000000 Penalty: 981.987366
	Iteration 59Q: 3 clusters Score -3166529 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3166529.750000 Penalty: 981.987366
	Iteration 60F: 3 clusters Score -3166530 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3166530.750000 Penalty: 981.987366
	Iteration 61Q: 3 clusters Score -3166531 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -3166530.500000 Penalty: 981.987366
	Iteration 62Q: 3 clusters Score -3166530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -3166534.500000 Penalty: 981.987366
	Iteration 63Q: 3 clusters Score -3166534 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3166538.250000 Penalty: 981.987366
	Iteration 64Q: 3 clusters Score -3166538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -3166540.750000 Penalty: 981.987366
	Iteration 65Q: 3 clusters Score -3166541 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3166551.250000 Penalty: 981.987366
	Iteration 66Q: 3 clusters Score -3166551 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -3166550.250000 Penalty: 981.987366
	Iteration 67Q: 3 clusters Score -3166550 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3166543.500000 Penalty: 981.987366
	Iteration 68Q: 3 clusters Score -3166544 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -3166540.500000 Penalty: 981.987366
	Iteration 69Q: 3 clusters Score -3166540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3166547.000000 Penalty: 981.987366
	Iteration 70Q: 3 clusters Score -3166547 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3166533.500000 Penalty: 981.987366
	Iteration 71Q: 3 clusters Score -3166534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -3166541.250000 Penalty: 981.987366
	Iteration 72Q: 3 clusters Score -3166541 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3166545.250000 Penalty: 981.987366
	Iteration 73Q: 3 clusters Score -3166545 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -3166544.750000 Penalty: 981.987366
	Iteration 74Q: 3 clusters Score -3166545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3166540.000000 Penalty: 981.987366
	Iteration 75Q: 3 clusters Score -3166540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -3166544.500000 Penalty: 981.987366
	Iteration 76Q: 3 clusters Score -3166544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3166541.000000 Penalty: 981.987366
	Iteration 77Q: 3 clusters Score -3166541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3166547.250000 Penalty: 981.987366
	Iteration 78Q: 3 clusters Score -3166547 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -3166545.750000 Penalty: 981.987366
	Iteration 79Q: 3 clusters Score -3166546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3166550.500000 Penalty: 981.987366
	Iteration 80F: 3 clusters Score -3166550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -3166559.000000 Penalty: 981.987366
	Iteration 81Q: 3 clusters Score -3166559 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -3166558.000000 Penalty: 981.987366
	Iteration 82Q: 3 clusters Score -3166558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -3166560.500000 Penalty: 981.987366
	Iteration 83Q: 3 clusters Score -3166560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3166557.750000 Penalty: 981.987366
	Iteration 84Q: 3 clusters Score -3166558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3166561.750000 Penalty: 981.987366
	Iteration 85Q: 3 clusters Score -3166562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3166572.250000 Penalty: 981.987366
	Iteration 86Q: 3 clusters Score -3166572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -3166575.000000 Penalty: 981.987366
	Iteration 87Q: 3 clusters Score -3166575 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3166576.000000 Penalty: 981.987366
	Iteration 88Q: 3 clusters Score -3166576 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -3166573.000000 Penalty: 981.987366
	Iteration 89Q: 3 clusters Score -3166573 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3166579.750000 Penalty: 981.987366
	Iteration 90Q: 3 clusters Score -3166580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3166568.250000 Penalty: 981.987366
	Iteration 91Q: 3 clusters Score -3166568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3166576.500000 Penalty: 981.987366
	Iteration 92Q: 3 clusters Score -3166576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3166575.000000 Penalty: 981.987366
	Iteration 93Q: 3 clusters Score -3166575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3166575.000000 Penalty: 981.987366
	Iteration 94Q: 3 clusters Score -3166575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3166573.250000 Penalty: 981.987366
	Iteration 95Q: 3 clusters Score -3166573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3166570.750000 Penalty: 981.987366
	Iteration 96Q: 3 clusters Score -3166571 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3166569.250000 Penalty: 981.987366
	Iteration 97Q: 3 clusters Score -3166569 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3166563.250000 Penalty: 981.987366
	Iteration 98Q: 3 clusters Score -3166563 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3166561.500000 Penalty: 981.987366
	Iteration 99Q: 3 clusters Score -3166562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -3166555.750000 Penalty: 981.987366
	Iteration 100F: 3 clusters Score -3166556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3166556.500000 Penalty: 981.987366
	Iteration 101Q: 3 clusters Score -3166556 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3166564.500000 Penalty: 981.987366
	Iteration 102Q: 3 clusters Score -3166564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3166571.250000 Penalty: 981.987366
	Iteration 103Q: 3 clusters Score -3166571 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3166575.000000 Penalty: 981.987366
	Iteration 104Q: 3 clusters Score -3166575 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3166584.250000 Penalty: 981.987366
	Iteration 105Q: 3 clusters Score -3166584 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3166601.750000 Penalty: 981.987366
	Iteration 106Q: 3 clusters Score -3166602 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 13830 members 
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Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3166594 nChanged 42
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Mstep: Class 2 contains 13732 members 
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	Iteration 109Q: 3 clusters Score -3166598 nChanged 49
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	Iteration 110Q: 3 clusters Score -3166602 nChanged 59
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	Iteration 111Q: 3 clusters Score -3166598 nChanged 46
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Mstep: Class 2 contains 13578 members 
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	Iteration 112Q: 3 clusters Score -3166600 nChanged 38
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	Iteration 113Q: 3 clusters Score -3166590 nChanged 24
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	Iteration 114Q: 3 clusters Score -3166594 nChanged 27
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	Iteration 115Q: 3 clusters Score -3166600 nChanged 24
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	Iteration 116Q: 3 clusters Score -3166598 nChanged 16
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3166600 nChanged 21
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	Iteration 118Q: 3 clusters Score -3166606 nChanged 21
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3166603 nChanged 20
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3166601 nChanged 26
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	Iteration 121Q: 3 clusters Score -3166595 nChanged 37
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Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3166594 nChanged 47
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	Iteration 123Q: 3 clusters Score -3166599 nChanged 42
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	Iteration 124Q: 3 clusters Score -3166602 nChanged 53
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	Iteration 125Q: 3 clusters Score -3166606 nChanged 54
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	Iteration 126Q: 3 clusters Score -3166598 nChanged 62
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	Iteration 127Q: 3 clusters Score -3166602 nChanged 67
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	Iteration 128Q: 3 clusters Score -3166597 nChanged 82
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	Iteration 129Q: 3 clusters Score -3166605 nChanged 81
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	Iteration 130Q: 3 clusters Score -3166616 nChanged 92
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	Iteration 131Q: 3 clusters Score -3166621 nChanged 92
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	Iteration 132Q: 3 clusters Score -3166626 nChanged 100
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	Iteration 133Q: 3 clusters Score -3166622 nChanged 82
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3166630 nChanged 78
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	Iteration 135Q: 3 clusters Score -3166635 nChanged 74
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	Iteration 136Q: 3 clusters Score -3166640 nChanged 69
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	Iteration 137Q: 3 clusters Score -3166640 nChanged 70
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	Iteration 138Q: 3 clusters Score -3166642 nChanged 57
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3166638 nChanged 52
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	Iteration 140F: 3 clusters Score -3166645 nChanged 70
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	Iteration 141Q: 3 clusters Score -3166650 nChanged 65
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	Iteration 142Q: 3 clusters Score -3166654 nChanged 59
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	Iteration 143Q: 3 clusters Score -3166652 nChanged 50
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	Iteration 144Q: 3 clusters Score -3166654 nChanged 45
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	Iteration 145Q: 3 clusters Score -3166647 nChanged 42
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	Iteration 146Q: 3 clusters Score -3166647 nChanged 32
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	Iteration 147Q: 3 clusters Score -3166648 nChanged 30
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	Iteration 148Q: 3 clusters Score -3166646 nChanged 21
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	Iteration 149Q: 3 clusters Score -3166650 nChanged 24
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	Iteration 150Q: 3 clusters Score -3166655 nChanged 29
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	Iteration 151Q: 3 clusters Score -3166664 nChanged 21
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	Iteration 152Q: 3 clusters Score -3166664 nChanged 24
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	Iteration 153Q: 3 clusters Score -3166669 nChanged 17
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	Iteration 154Q: 3 clusters Score -3166664 nChanged 19
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	Iteration 155Q: 3 clusters Score -3166662 nChanged 14
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	Iteration 156Q: 3 clusters Score -3166661 nChanged 17
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	Iteration 157Q: 3 clusters Score -3166666 nChanged 17
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	Iteration 158Q: 3 clusters Score -3166667 nChanged 26
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	Iteration 159Q: 3 clusters Score -3166661 nChanged 31
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	Iteration 160F: 3 clusters Score -3166660 nChanged 27
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	Iteration 161Q: 3 clusters Score -3166663 nChanged 25
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	Iteration 162Q: 3 clusters Score -3166673 nChanged 24
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	Iteration 163Q: 3 clusters Score -3166667 nChanged 22
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	Iteration 164Q: 3 clusters Score -3166672 nChanged 15
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	Iteration 165Q: 3 clusters Score -3166667 nChanged 16
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	Iteration 166Q: 3 clusters Score -3166668 nChanged 20
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	Iteration 167Q: 3 clusters Score -3166666 nChanged 15
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	Iteration 168Q: 3 clusters Score -3166663 nChanged 17
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	Iteration 169Q: 3 clusters Score -3166666 nChanged 23
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	Iteration 170Q: 3 clusters Score -3166674 nChanged 22
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	Iteration 171Q: 3 clusters Score -3166678 nChanged 24
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	Iteration 172Q: 3 clusters Score -3166677 nChanged 23
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	Iteration 173Q: 3 clusters Score -3166671 nChanged 23
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	Iteration 174Q: 3 clusters Score -3166672 nChanged 26
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	Iteration 175Q: 3 clusters Score -3166676 nChanged 23
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	Iteration 176Q: 3 clusters Score -3166678 nChanged 22
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	Iteration 177Q: 3 clusters Score -3166675 nChanged 23
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	Iteration 178Q: 3 clusters Score -3166672 nChanged 24
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	Iteration 179Q: 3 clusters Score -3166678 nChanged 29
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	Iteration 180F: 3 clusters Score -3166688 nChanged 38
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	Iteration 181Q: 3 clusters Score -3166680 nChanged 38
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	Iteration 182Q: 3 clusters Score -3166684 nChanged 39
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	Iteration 183Q: 3 clusters Score -3166687 nChanged 30
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	Iteration 184Q: 3 clusters Score -3166691 nChanged 28
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	Iteration 185Q: 3 clusters Score -3166690 nChanged 17
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	Iteration 186Q: 3 clusters Score -3166692 nChanged 23
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	Iteration 187Q: 3 clusters Score -3166688 nChanged 25
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	Iteration 188Q: 3 clusters Score -3166690 nChanged 24
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	Iteration 189Q: 3 clusters Score -3166693 nChanged 25
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	Iteration 190Q: 3 clusters Score -3166700 nChanged 9
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	Iteration 191Q: 3 clusters Score -3166695 nChanged 15
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	Iteration 192Q: 3 clusters Score -3166695 nChanged 10
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	Iteration 193Q: 3 clusters Score -3166700 nChanged 7
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	Iteration 194Q: 3 clusters Score -3166700 nChanged 8
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	Iteration 195Q: 3 clusters Score -3166700 nChanged 6
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	Iteration 196Q: 3 clusters Score -3166700 nChanged 7
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	Iteration 197Q: 3 clusters Score -3166699 nChanged 9
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	Iteration 198Q: 3 clusters Score -3166703 nChanged 6
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	Iteration 199Q: 3 clusters Score -3166705 nChanged 2
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	Iteration 200F: 3 clusters Score -3166708 nChanged 1
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Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3166703.500000 Penalty: 981.987366
	Iteration 201Q: 3 clusters Score -3166704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -3166705.000000 Penalty: 981.987366
	Iteration 202Q: 3 clusters Score -3166705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -3166707.750000 Penalty: 981.987366
	Iteration 203Q: 3 clusters Score -3166708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -3166708.250000 Penalty: 981.987366
	Iteration 204Q: 3 clusters Score -3166708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -3166708.750000 Penalty: 981.987366
	Iteration 205Q: 3 clusters Score -3166709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -3166708.750000 Penalty: 981.987366
	Iteration 206F: 3 clusters Score -3166709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 58414 members 
Mstep: Class 6 contains 406 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18654 members 
Mstep: Class 10 contains 37981 members 
Mstep: Class 11 contains 10604 members 
Mstep: Class 12 contains 110609 members 
Mstep: Class 13 contains 53080 members 
Mstep: Class 14 contains 49287 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 21128 members 
Mstep: Class 18 contains 85418 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 108816 members 
Mstep: Class 21 contains 7816 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
Score: -35813476.000000 Penalty: 13284.057617
Splitting cluster 10 changes total score from -35819392.000000 to -35813476.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (110609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110609 members 
Entering Unmasked Estep 
Score: -7217686.500000 Penalty: 528.425964
	Iteration 0F: 2 clusters Score -7217686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 55288 members 
Entering Unmasked Estep 
Score: -7162746.000000 Penalty: 1056.851929
	Iteration 0F: 3 clusters Score -7162746 nChanged 54171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -7197309.000000 Penalty: 1056.851929
	Iteration 1F: 3 clusters Score -7197309 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52086 members 
Mstep: Class 2 contains 58523 members 
Entering Unmasked Estep 
Score: -7201384.000000 Penalty: 1056.851929
	Iteration 2F: 3 clusters Score -7201384 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
Score: -7208373.000000 Penalty: 1056.851929
	Iteration 3F: 3 clusters Score -7208373 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -7218605.500000 Penalty: 1056.851929
	Iteration 4F: 3 clusters Score -7218606 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 65208 members 
Entering Unmasked Estep 
Score: -7226884.000000 Penalty: 1056.851929
	Iteration 5F: 3 clusters Score -7226884 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -7230702.500000 Penalty: 1056.851929
	Iteration 6Q: 3 clusters Score -7230702 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 68247 members 
Entering Unmasked Estep 
Score: -7232506.000000 Penalty: 1056.851929
	Iteration 7Q: 3 clusters Score -7232506 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 69538 members 
Entering Unmasked Estep 
Score: -7233541.500000 Penalty: 1056.851929
	Iteration 8Q: 3 clusters Score -7233542 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -7234168.500000 Penalty: 1056.851929
	Iteration 9Q: 3 clusters Score -7234168 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
Score: -7234498.500000 Penalty: 1056.851929
	Iteration 10Q: 3 clusters Score -7234498 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 73423 members 
Entering Unmasked Estep 
Score: -7234659.500000 Penalty: 1056.851929
	Iteration 11Q: 3 clusters Score -7234660 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 74912 members 
Entering Unmasked Estep 
Score: -7234660.500000 Penalty: 1056.851929
	Iteration 12Q: 3 clusters Score -7234660 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -7235114.000000 Penalty: 1056.851929
	Iteration 13Q: 3 clusters Score -7235114 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 77462 members 
Entering Unmasked Estep 
Score: -7235200.500000 Penalty: 1056.851929
	Iteration 14Q: 3 clusters Score -7235200 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 78298 members 
Entering Unmasked Estep 
Score: -7235297.500000 Penalty: 1056.851929
	Iteration 15Q: 3 clusters Score -7235298 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 79026 members 
Entering Unmasked Estep 
Score: -7235483.500000 Penalty: 1056.851929
	Iteration 16Q: 3 clusters Score -7235484 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -7235512.000000 Penalty: 1056.851929
	Iteration 17Q: 3 clusters Score -7235512 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 80070 members 
Entering Unmasked Estep 
Score: -7235578.500000 Penalty: 1056.851929
	Iteration 18Q: 3 clusters Score -7235578 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 80602 members 
Entering Unmasked Estep 
Score: -7235577.500000 Penalty: 1056.851929
	Iteration 19Q: 3 clusters Score -7235578 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 81111 members 
Entering Unmasked Estep 
Score: -7235626.000000 Penalty: 1056.851929
	Iteration 20F: 3 clusters Score -7235626 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 81627 members 
Entering Unmasked Estep 
Score: -7235674.000000 Penalty: 1056.851929
	Iteration 21Q: 3 clusters Score -7235674 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -7235707.500000 Penalty: 1056.851929
	Iteration 22Q: 3 clusters Score -7235708 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 82542 members 
Entering Unmasked Estep 
Score: -7235710.500000 Penalty: 1056.851929
	Iteration 23Q: 3 clusters Score -7235710 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 82904 members 
Entering Unmasked Estep 
Score: -7235679.500000 Penalty: 1056.851929
	Iteration 24Q: 3 clusters Score -7235680 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 83271 members 
Entering Unmasked Estep 
Score: -7235663.500000 Penalty: 1056.851929
	Iteration 25Q: 3 clusters Score -7235664 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 83637 members 
Entering Unmasked Estep 
Score: -7235697.500000 Penalty: 1056.851929
	Iteration 26Q: 3 clusters Score -7235698 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 84059 members 
Entering Unmasked Estep 
Score: -7235686.000000 Penalty: 1056.851929
	Iteration 27Q: 3 clusters Score -7235686 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 84492 members 
Entering Unmasked Estep 
Score: -7235685.500000 Penalty: 1056.851929
	Iteration 28Q: 3 clusters Score -7235686 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 84887 members 
Entering Unmasked Estep 
Score: -7235679.000000 Penalty: 1056.851929
	Iteration 29Q: 3 clusters Score -7235679 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 85216 members 
Entering Unmasked Estep 
Score: -7235726.000000 Penalty: 1056.851929
	Iteration 30Q: 3 clusters Score -7235726 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 85460 members 
Entering Unmasked Estep 
Score: -7235738.000000 Penalty: 1056.851929
	Iteration 31Q: 3 clusters Score -7235738 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 85639 members 
Entering Unmasked Estep 
Score: -7235729.500000 Penalty: 1056.851929
	Iteration 32Q: 3 clusters Score -7235730 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
Score: -7235720.000000 Penalty: 1056.851929
	Iteration 33Q: 3 clusters Score -7235720 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 85945 members 
Entering Unmasked Estep 
Score: -7235734.000000 Penalty: 1056.851929
	Iteration 34Q: 3 clusters Score -7235734 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 86119 members 
Entering Unmasked Estep 
Score: -7235727.500000 Penalty: 1056.851929
	Iteration 35Q: 3 clusters Score -7235728 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 86300 members 
Entering Unmasked Estep 
Score: -7235691.000000 Penalty: 1056.851929
	Iteration 36Q: 3 clusters Score -7235691 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 86499 members 
Entering Unmasked Estep 
Score: -7235680.500000 Penalty: 1056.851929
	Iteration 37Q: 3 clusters Score -7235680 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 86619 members 
Entering Unmasked Estep 
Score: -7235686.500000 Penalty: 1056.851929
	Iteration 38Q: 3 clusters Score -7235686 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 86724 members 
Entering Unmasked Estep 
Score: -7235668.000000 Penalty: 1056.851929
	Iteration 39Q: 3 clusters Score -7235668 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 86824 members 
Entering Unmasked Estep 
Score: -7235646.000000 Penalty: 1056.851929
	Iteration 40F: 3 clusters Score -7235646 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 86915 members 
Entering Unmasked Estep 
Score: -7235642.500000 Penalty: 1056.851929
	Iteration 41Q: 3 clusters Score -7235642 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 86977 members 
Entering Unmasked Estep 
Score: -7235635.000000 Penalty: 1056.851929
	Iteration 42Q: 3 clusters Score -7235635 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 87060 members 
Entering Unmasked Estep 
Score: -7235620.500000 Penalty: 1056.851929
	Iteration 43Q: 3 clusters Score -7235620 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 87140 members 
Entering Unmasked Estep 
Score: -7235629.500000 Penalty: 1056.851929
	Iteration 44Q: 3 clusters Score -7235630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -7235628.500000 Penalty: 1056.851929
	Iteration 45Q: 3 clusters Score -7235628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 87231 members 
Entering Unmasked Estep 
Score: -7235624.500000 Penalty: 1056.851929
	Iteration 46Q: 3 clusters Score -7235624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 87268 members 
Entering Unmasked Estep 
Score: -7235622.500000 Penalty: 1056.851929
	Iteration 47Q: 3 clusters Score -7235622 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 87325 members 
Entering Unmasked Estep 
Score: -7235619.500000 Penalty: 1056.851929
	Iteration 48Q: 3 clusters Score -7235620 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -7235600.000000 Penalty: 1056.851929
	Iteration 49Q: 3 clusters Score -7235600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 87435 members 
Entering Unmasked Estep 
Score: -7235602.000000 Penalty: 1056.851929
	Iteration 50Q: 3 clusters Score -7235602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 87483 members 
Entering Unmasked Estep 
Score: -7235603.500000 Penalty: 1056.851929
	Iteration 51Q: 3 clusters Score -7235604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 87509 members 
Entering Unmasked Estep 
Score: -7235606.500000 Penalty: 1056.851929
	Iteration 52Q: 3 clusters Score -7235606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -7235610.500000 Penalty: 1056.851929
	Iteration 53Q: 3 clusters Score -7235610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 87549 members 
Entering Unmasked Estep 
Score: -7235602.000000 Penalty: 1056.851929
	Iteration 54Q: 3 clusters Score -7235602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 87566 members 
Entering Unmasked Estep 
Score: -7235591.500000 Penalty: 1056.851929
	Iteration 55Q: 3 clusters Score -7235592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 87578 members 
Entering Unmasked Estep 
Score: -7235593.000000 Penalty: 1056.851929
	Iteration 56Q: 3 clusters Score -7235593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -7235586.000000 Penalty: 1056.851929
	Iteration 57Q: 3 clusters Score -7235586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 87582 members 
Entering Unmasked Estep 
Score: -7235582.500000 Penalty: 1056.851929
	Iteration 58Q: 3 clusters Score -7235582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 87585 members 
Entering Unmasked Estep 
Score: -7235578.500000 Penalty: 1056.851929
	Iteration 59Q: 3 clusters Score -7235578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 87598 members 
Entering Unmasked Estep 
Score: -7235576.500000 Penalty: 1056.851929
	Iteration 60F: 3 clusters Score -7235576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 87602 members 
Entering Unmasked Estep 
Score: -7235581.500000 Penalty: 1056.851929
	Iteration 61Q: 3 clusters Score -7235582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 87611 members 
Entering Unmasked Estep 
Score: -7235577.500000 Penalty: 1056.851929
	Iteration 62Q: 3 clusters Score -7235578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 87623 members 
Entering Unmasked Estep 
Score: -7235580.000000 Penalty: 1056.851929
	Iteration 63Q: 3 clusters Score -7235580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 87626 members 
Entering Unmasked Estep 
Score: -7235577.000000 Penalty: 1056.851929
	Iteration 64Q: 3 clusters Score -7235577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 87628 members 
Entering Unmasked Estep 
Score: -7235572.500000 Penalty: 1056.851929
	Iteration 65Q: 3 clusters Score -7235572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 87628 members 
Entering Unmasked Estep 
Score: -7235572.500000 Penalty: 1056.851929
	Iteration 66F: 3 clusters Score -7235572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 58414 members 
Mstep: Class 6 contains 406 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18654 members 
Mstep: Class 10 contains 48585 members 
Mstep: Class 11 contains 87628 members 
Mstep: Class 12 contains 22981 members 
Mstep: Class 13 contains 53080 members 
Mstep: Class 14 contains 49287 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 21128 members 
Mstep: Class 18 contains 85418 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 108816 members 
Mstep: Class 21 contains 7816 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
Score: -35830308.000000 Penalty: 13284.057617
Splitting cluster 12 changes total score from -35819392.000000 to -35830308.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 13 (53080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Entering Unmasked Estep 
Score: -3199888.250000 Penalty: 495.019775
	Iteration 0F: 2 clusters Score -3199888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -3164377.250000 Penalty: 990.039551
	Iteration 0F: 3 clusters Score -3164377 nChanged 25589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -3179988.500000 Penalty: 990.039551
	Iteration 1F: 3 clusters Score -3179988 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3180796.000000 Penalty: 990.039551
	Iteration 2Q: 3 clusters Score -3180796 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -3181789.750000 Penalty: 990.039551
	Iteration 3Q: 3 clusters Score -3181790 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -3183106.750000 Penalty: 990.039551
	Iteration 4F: 3 clusters Score -3183107 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3184931.500000 Penalty: 990.039551
	Iteration 5F: 3 clusters Score -3184932 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -3187237.250000 Penalty: 990.039551
	Iteration 6F: 3 clusters Score -3187237 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -3189374.750000 Penalty: 990.039551
	Iteration 7F: 3 clusters Score -3189375 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -3190618.000000 Penalty: 990.039551
	Iteration 8Q: 3 clusters Score -3190618 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -3191217.750000 Penalty: 990.039551
	Iteration 9Q: 3 clusters Score -3191218 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3191636.500000 Penalty: 990.039551
	Iteration 10Q: 3 clusters Score -3191636 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3192001.250000 Penalty: 990.039551
	Iteration 11Q: 3 clusters Score -3192001 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3192458.500000 Penalty: 990.039551
	Iteration 12Q: 3 clusters Score -3192458 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3192952.000000 Penalty: 990.039551
	Iteration 13Q: 3 clusters Score -3192952 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -3193522.500000 Penalty: 990.039551
	Iteration 14Q: 3 clusters Score -3193522 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -3194144.500000 Penalty: 990.039551
	Iteration 15Q: 3 clusters Score -3194144 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3194774.500000 Penalty: 990.039551
	Iteration 16Q: 3 clusters Score -3194774 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -3195411.750000 Penalty: 990.039551
	Iteration 17Q: 3 clusters Score -3195412 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3196095.250000 Penalty: 990.039551
	Iteration 18Q: 3 clusters Score -3196095 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -3196742.500000 Penalty: 990.039551
	Iteration 19Q: 3 clusters Score -3196742 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3197399.750000 Penalty: 990.039551
	Iteration 20F: 3 clusters Score -3197400 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3198034.750000 Penalty: 990.039551
	Iteration 21Q: 3 clusters Score -3198035 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3198546.500000 Penalty: 990.039551
	Iteration 22Q: 3 clusters Score -3198546 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3198949.750000 Penalty: 990.039551
	Iteration 23Q: 3 clusters Score -3198950 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3199233.750000 Penalty: 990.039551
	Iteration 24Q: 3 clusters Score -3199234 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3199443.750000 Penalty: 990.039551
	Iteration 25Q: 3 clusters Score -3199444 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3199572.750000 Penalty: 990.039551
	Iteration 26Q: 3 clusters Score -3199573 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3199651.250000 Penalty: 990.039551
	Iteration 27Q: 3 clusters Score -3199651 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3199719.500000 Penalty: 990.039551
	Iteration 28Q: 3 clusters Score -3199720 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3199771.000000 Penalty: 990.039551
	Iteration 29Q: 3 clusters Score -3199771 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3199808.250000 Penalty: 990.039551
	Iteration 30Q: 3 clusters Score -3199808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3199826.250000 Penalty: 990.039551
	Iteration 31Q: 3 clusters Score -3199826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3199835.500000 Penalty: 990.039551
	Iteration 32Q: 3 clusters Score -3199836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3199846.000000 Penalty: 990.039551
	Iteration 33Q: 3 clusters Score -3199846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3199852.000000 Penalty: 990.039551
	Iteration 34Q: 3 clusters Score -3199852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3199862.250000 Penalty: 990.039551
	Iteration 35Q: 3 clusters Score -3199862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3199869.000000 Penalty: 990.039551
	Iteration 36Q: 3 clusters Score -3199869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3199875.250000 Penalty: 990.039551
	Iteration 37Q: 3 clusters Score -3199875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3199879.750000 Penalty: 990.039551
	Iteration 38Q: 3 clusters Score -3199880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3199884.250000 Penalty: 990.039551
	Iteration 39Q: 3 clusters Score -3199884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3199948.750000 Penalty: 990.039551
	Iteration 40F: 3 clusters Score -3199949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3200012.750000 Penalty: 990.039551
	Iteration 41Q: 3 clusters Score -3200013 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3200068.750000 Penalty: 990.039551
	Iteration 42Q: 3 clusters Score -3200069 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3200105.750000 Penalty: 990.039551
	Iteration 43Q: 3 clusters Score -3200106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3200120.250000 Penalty: 990.039551
	Iteration 44Q: 3 clusters Score -3200120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3200133.000000 Penalty: 990.039551
	Iteration 45Q: 3 clusters Score -3200133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3200133.750000 Penalty: 990.039551
	Iteration 46Q: 3 clusters Score -3200134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3200140.750000 Penalty: 990.039551
	Iteration 47Q: 3 clusters Score -3200141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3200149.000000 Penalty: 990.039551
	Iteration 48Q: 3 clusters Score -3200149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3200154.500000 Penalty: 990.039551
	Iteration 49Q: 3 clusters Score -3200154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3200155.750000 Penalty: 990.039551
	Iteration 50Q: 3 clusters Score -3200156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3200157.000000 Penalty: 990.039551
	Iteration 51Q: 3 clusters Score -3200157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3200157.500000 Penalty: 990.039551
	Iteration 52Q: 3 clusters Score -3200158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3200158.000000 Penalty: 990.039551
	Iteration 53Q: 3 clusters Score -3200158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3200158.250000 Penalty: 990.039551
	Iteration 54Q: 3 clusters Score -3200158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3200156.750000 Penalty: 990.039551
	Iteration 55Q: 3 clusters Score -3200157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3200158.500000 Penalty: 990.039551
	Iteration 56Q: 3 clusters Score -3200158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3200162.250000 Penalty: 990.039551
	Iteration 57Q: 3 clusters Score -3200162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3200169.250000 Penalty: 990.039551
	Iteration 58Q: 3 clusters Score -3200169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3200170.000000 Penalty: 990.039551
	Iteration 59Q: 3 clusters Score -3200170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3200203.500000 Penalty: 990.039551
	Iteration 60F: 3 clusters Score -3200204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3200248.750000 Penalty: 990.039551
	Iteration 61Q: 3 clusters Score -3200249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3200273.000000 Penalty: 990.039551
	Iteration 62Q: 3 clusters Score -3200273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3200277.750000 Penalty: 990.039551
	Iteration 63Q: 3 clusters Score -3200278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3200287.750000 Penalty: 990.039551
	Iteration 64Q: 3 clusters Score -3200288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3200287.500000 Penalty: 990.039551
	Iteration 65Q: 3 clusters Score -3200288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3200287.000000 Penalty: 990.039551
	Iteration 66Q: 3 clusters Score -3200287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3200288.750000 Penalty: 990.039551
	Iteration 67Q: 3 clusters Score -3200289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3200293.250000 Penalty: 990.039551
	Iteration 68Q: 3 clusters Score -3200293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3200297.750000 Penalty: 990.039551
	Iteration 69Q: 3 clusters Score -3200298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3200302.250000 Penalty: 990.039551
	Iteration 70Q: 3 clusters Score -3200302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3200305.000000 Penalty: 990.039551
	Iteration 71Q: 3 clusters Score -3200305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3200310.000000 Penalty: 990.039551
	Iteration 72Q: 3 clusters Score -3200310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3200313.000000 Penalty: 990.039551
	Iteration 73Q: 3 clusters Score -3200313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3200306.500000 Penalty: 990.039551
	Iteration 74Q: 3 clusters Score -3200306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3200309.000000 Penalty: 990.039551
	Iteration 75F: 3 clusters Score -3200309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3200308.250000 Penalty: 990.039551
	Iteration 76Q: 3 clusters Score -3200308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3200308.500000 Penalty: 990.039551
	Iteration 77Q: 3 clusters Score -3200308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3200307.250000 Penalty: 990.039551
	Iteration 78Q: 3 clusters Score -3200307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3200307.250000 Penalty: 990.039551
	Iteration 79F: 3 clusters Score -3200307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 58414 members 
Mstep: Class 6 contains 406 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18654 members 
Mstep: Class 10 contains 48585 members 
Mstep: Class 11 contains 87628 members 
Mstep: Class 12 contains 22981 members 
Mstep: Class 13 contains 52717 members 
Mstep: Class 14 contains 49287 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 21128 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 85418 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 108816 members 
Mstep: Class 21 contains 7816 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
Score: -35830560.000000 Penalty: 13887.878906
Splitting cluster 13 changes total score from -35819392.000000 to -35830560.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 14 (49287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Entering Unmasked Estep 
Score: -3209968.250000 Penalty: 491.646423
	Iteration 0F: 2 clusters Score -3209968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -3177164.250000 Penalty: 983.292847
	Iteration 0F: 3 clusters Score -3177164 nChanged 23872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -3190935.500000 Penalty: 983.292847
	Iteration 1F: 3 clusters Score -3190936 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3191204.500000 Penalty: 983.292847
	Iteration 2Q: 3 clusters Score -3191204 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -3191535.250000 Penalty: 983.292847
	Iteration 3Q: 3 clusters Score -3191535 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -3192093.750000 Penalty: 983.292847
	Iteration 4Q: 3 clusters Score -3192094 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -3193152.750000 Penalty: 983.292847
	Iteration 5Q: 3 clusters Score -3193153 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3195200.750000 Penalty: 983.292847
	Iteration 6F: 3 clusters Score -3195201 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -3198606.000000 Penalty: 983.292847
	Iteration 7F: 3 clusters Score -3198606 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -3203153.250000 Penalty: 983.292847
	Iteration 8F: 3 clusters Score -3203153 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3207048.500000 Penalty: 983.292847
	Iteration 9F: 3 clusters Score -3207048 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3208854.750000 Penalty: 983.292847
	Iteration 10Q: 3 clusters Score -3208855 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3209383.750000 Penalty: 983.292847
	Iteration 11Q: 3 clusters Score -3209384 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -3209513.250000 Penalty: 983.292847
	Iteration 12Q: 3 clusters Score -3209513 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -3209565.750000 Penalty: 983.292847
	Iteration 13Q: 3 clusters Score -3209566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3209589.500000 Penalty: 983.292847
	Iteration 14Q: 3 clusters Score -3209590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3209593.500000 Penalty: 983.292847
	Iteration 15Q: 3 clusters Score -3209594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3209597.250000 Penalty: 983.292847
	Iteration 16Q: 3 clusters Score -3209597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3209604.750000 Penalty: 983.292847
	Iteration 17F: 3 clusters Score -3209605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3209605.750000 Penalty: 983.292847
	Iteration 18Q: 3 clusters Score -3209606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -3209613.250000 Penalty: 983.292847
	Iteration 19Q: 3 clusters Score -3209613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3209615.500000 Penalty: 983.292847
	Iteration 20F: 3 clusters Score -3209616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -3209616.250000 Penalty: 983.292847
	Iteration 21Q: 3 clusters Score -3209616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -3209616.250000 Penalty: 983.292847
	Iteration 22F: 3 clusters Score -3209616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -4485.201172 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -4485.201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4252.840332 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -4252.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4291.078125 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -4291.078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4307.951172 Penalty: 442.242920
	Iteration 2F: 3 clusters Score -4307.951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4311.248535 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -4311.249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4323.917969 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -4323.918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4331.562012 Penalty: 442.242920
	Iteration 5Q: 3 clusters Score -4331.562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4331.562012 Penalty: 442.242920
	Iteration 6F: 3 clusters Score -4331.562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Entering Unmasked Estep 
Score: -1333564.750000 Penalty: 453.105103
	Iteration 0F: 2 clusters Score -1333565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1319438.625000 Penalty: 906.210205
	Iteration 0F: 3 clusters Score -1319439 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1325281.000000 Penalty: 906.210205
	Iteration 1F: 3 clusters Score -1325281 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1325681.750000 Penalty: 906.210205
	Iteration 2F: 3 clusters Score -1325682 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1326131.375000 Penalty: 906.210205
	Iteration 3F: 3 clusters Score -1326131 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1326772.625000 Penalty: 906.210205
	Iteration 4F: 3 clusters Score -1326773 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1327748.625000 Penalty: 906.210205
	Iteration 5F: 3 clusters Score -1327749 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1328965.875000 Penalty: 906.210205
	Iteration 6F: 3 clusters Score -1328966 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -1330358.625000 Penalty: 906.210205
	Iteration 7F: 3 clusters Score -1330359 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -1331611.125000 Penalty: 906.210205
	Iteration 8F: 3 clusters Score -1331611 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -1332474.125000 Penalty: 906.210205
	Iteration 9Q: 3 clusters Score -1332474 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -1332986.500000 Penalty: 906.210205
	Iteration 10Q: 3 clusters Score -1332986 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -1333243.250000 Penalty: 906.210205
	Iteration 11Q: 3 clusters Score -1333243 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -1333338.875000 Penalty: 906.210205
	Iteration 12Q: 3 clusters Score -1333339 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -1333380.375000 Penalty: 906.210205
	Iteration 13Q: 3 clusters Score -1333380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -1333396.250000 Penalty: 906.210205
	Iteration 14Q: 3 clusters Score -1333396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -1333409.875000 Penalty: 906.210205
	Iteration 15Q: 3 clusters Score -1333410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -1333416.375000 Penalty: 906.210205
	Iteration 16Q: 3 clusters Score -1333416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -1333423.750000 Penalty: 906.210205
	Iteration 17Q: 3 clusters Score -1333424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -1333423.750000 Penalty: 906.210205
	Iteration 18Q: 3 clusters Score -1333424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -1333424.500000 Penalty: 906.210205
	Iteration 19Q: 3 clusters Score -1333424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -1333424.000000 Penalty: 906.210205
	Iteration 20F: 3 clusters Score -1333424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -1333425.500000 Penalty: 906.210205
	Iteration 21Q: 3 clusters Score -1333426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -1333425.500000 Penalty: 906.210205
	Iteration 22F: 3 clusters Score -1333426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (85418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85418 members 
Entering Unmasked Estep 
Score: -5624615.500000 Penalty: 516.666687
	Iteration 0F: 2 clusters Score -5624616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -5569996.500000 Penalty: 1033.333374
	Iteration 0F: 3 clusters Score -5569996 nChanged 41879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -5595291.500000 Penalty: 1033.333374
	Iteration 1F: 3 clusters Score -5595292 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -5596433.000000 Penalty: 1033.333374
	Iteration 2Q: 3 clusters Score -5596433 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -5598357.500000 Penalty: 1033.333374
	Iteration 3Q: 3 clusters Score -5598358 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -5601348.000000 Penalty: 1033.333374
	Iteration 4F: 3 clusters Score -5601348 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -5605674.500000 Penalty: 1033.333374
	Iteration 5F: 3 clusters Score -5605674 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -5609951.000000 Penalty: 1033.333374
	Iteration 6F: 3 clusters Score -5609951 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -5612224.000000 Penalty: 1033.333374
	Iteration 7F: 3 clusters Score -5612224 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -5613139.000000 Penalty: 1033.333374
	Iteration 8Q: 3 clusters Score -5613139 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -5613820.500000 Penalty: 1033.333374
	Iteration 9Q: 3 clusters Score -5613820 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -5614811.500000 Penalty: 1033.333374
	Iteration 10Q: 3 clusters Score -5614812 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -5616250.500000 Penalty: 1033.333374
	Iteration 11Q: 3 clusters Score -5616250 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -5617935.000000 Penalty: 1033.333374
	Iteration 12Q: 3 clusters Score -5617935 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -5620115.000000 Penalty: 1033.333374
	Iteration 13Q: 3 clusters Score -5620115 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -5622213.500000 Penalty: 1033.333374
	Iteration 14Q: 3 clusters Score -5622214 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -5623739.000000 Penalty: 1033.333374
	Iteration 15Q: 3 clusters Score -5623739 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -5624873.500000 Penalty: 1033.333374
	Iteration 16Q: 3 clusters Score -5624874 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -5625518.500000 Penalty: 1033.333374
	Iteration 17Q: 3 clusters Score -5625518 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -5625744.000000 Penalty: 1033.333374
	Iteration 18Q: 3 clusters Score -5625744 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -5625922.500000 Penalty: 1033.333374
	Iteration 19Q: 3 clusters Score -5625922 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -5626202.500000 Penalty: 1033.333374
	Iteration 20F: 3 clusters Score -5626202 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -5626280.500000 Penalty: 1033.333374
	Iteration 21Q: 3 clusters Score -5626280 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -5626304.500000 Penalty: 1033.333374
	Iteration 22Q: 3 clusters Score -5626304 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -5626223.500000 Penalty: 1033.333374
	Iteration 23Q: 3 clusters Score -5626224 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -5626203.500000 Penalty: 1033.333374
	Iteration 24Q: 3 clusters Score -5626204 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -5626164.500000 Penalty: 1033.333374
	Iteration 25Q: 3 clusters Score -5626164 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -5626148.500000 Penalty: 1033.333374
	Iteration 26Q: 3 clusters Score -5626148 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -5626117.000000 Penalty: 1033.333374
	Iteration 27Q: 3 clusters Score -5626117 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -5626129.000000 Penalty: 1033.333374
	Iteration 28Q: 3 clusters Score -5626129 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -5626037.500000 Penalty: 1033.333374
	Iteration 29Q: 3 clusters Score -5626038 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -5625961.500000 Penalty: 1033.333374
	Iteration 30Q: 3 clusters Score -5625962 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -5625961.500000 Penalty: 1033.333374
	Iteration 31Q: 3 clusters Score -5625962 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -5625904.500000 Penalty: 1033.333374
	Iteration 32Q: 3 clusters Score -5625904 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 56194 members 
Entering Unmasked Estep 
Score: -5625823.000000 Penalty: 1033.333374
	Iteration 33Q: 3 clusters Score -5625823 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -5625842.000000 Penalty: 1033.333374
	Iteration 34Q: 3 clusters Score -5625842 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
Score: -5625724.000000 Penalty: 1033.333374
	Iteration 35Q: 3 clusters Score -5625724 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 58846 members 
Entering Unmasked Estep 
Score: -5625662.000000 Penalty: 1033.333374
	Iteration 36Q: 3 clusters Score -5625662 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 59644 members 
Entering Unmasked Estep 
Score: -5625622.000000 Penalty: 1033.333374
	Iteration 37Q: 3 clusters Score -5625622 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 60479 members 
Entering Unmasked Estep 
Score: -5625619.000000 Penalty: 1033.333374
	Iteration 38Q: 3 clusters Score -5625619 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -5625550.000000 Penalty: 1033.333374
	Iteration 39Q: 3 clusters Score -5625550 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -5625489.500000 Penalty: 1033.333374
	Iteration 40F: 3 clusters Score -5625490 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 63154 members 
Entering Unmasked Estep 
Score: -5625368.000000 Penalty: 1033.333374
	Iteration 41Q: 3 clusters Score -5625368 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 63961 members 
Entering Unmasked Estep 
Score: -5625327.000000 Penalty: 1033.333374
	Iteration 42Q: 3 clusters Score -5625327 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -5625310.500000 Penalty: 1033.333374
	Iteration 43Q: 3 clusters Score -5625310 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -5625239.500000 Penalty: 1033.333374
	Iteration 44Q: 3 clusters Score -5625240 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -5625213.000000 Penalty: 1033.333374
	Iteration 45Q: 3 clusters Score -5625213 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 66906 members 
Entering Unmasked Estep 
Score: -5625175.500000 Penalty: 1033.333374
	Iteration 46Q: 3 clusters Score -5625176 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 67540 members 
Entering Unmasked Estep 
Score: -5625156.000000 Penalty: 1033.333374
	Iteration 47Q: 3 clusters Score -5625156 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
Score: -5625143.000000 Penalty: 1033.333374
	Iteration 48Q: 3 clusters Score -5625143 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 68607 members 
Entering Unmasked Estep 
Score: -5625112.500000 Penalty: 1033.333374
	Iteration 49Q: 3 clusters Score -5625112 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 69038 members 
Entering Unmasked Estep 
Score: -5625130.500000 Penalty: 1033.333374
	Iteration 50Q: 3 clusters Score -5625130 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 69499 members 
Entering Unmasked Estep 
Score: -5625100.500000 Penalty: 1033.333374
	Iteration 51Q: 3 clusters Score -5625100 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 69870 members 
Entering Unmasked Estep 
Score: -5625122.000000 Penalty: 1033.333374
	Iteration 52Q: 3 clusters Score -5625122 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 70261 members 
Entering Unmasked Estep 
Score: -5625137.500000 Penalty: 1033.333374
	Iteration 53Q: 3 clusters Score -5625138 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 70682 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 71085 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 71486 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5625238 nChanged 308
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Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5625224 nChanged 315
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Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 72109 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5625220 nChanged 307
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Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 72416 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5625196 nChanged 248
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Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 72664 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5625179 nChanged 198
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Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 72862 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5625170 nChanged 155
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Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5625196 nChanged 179
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Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5625226 nChanged 204
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Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 73398 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5625232 nChanged 181
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Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5625242 nChanged 128
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Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 73705 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5625234 nChanged 124
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Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 73829 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5625271 nChanged 156
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Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 73985 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5625259 nChanged 119
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Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 74100 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5625264 nChanged 181
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Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 74281 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5625275 nChanged 169
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Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 74450 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5625270 nChanged 179
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Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 74629 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5625276 nChanged 171
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Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 74800 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5625278 nChanged 208
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Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 75006 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5625294 nChanged 198
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Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 75198 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5625324 nChanged 194
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Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 75392 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5625392 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 75541 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5625464 nChanged 146
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Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 75687 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5625512 nChanged 70
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Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5625535 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 75805 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5625535 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 75837 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5625546 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 75857 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5625539 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 75879 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5625549 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5625554 nChanged 18
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Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 75908 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5625565 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5625560 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 75974 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5625578 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5625576 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5625568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5625551 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5625560 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 76036 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5625558 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 76041 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5625556 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 76063 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5625545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 76074 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5625544 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 76077 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5625539 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5625532 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 76048 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5625544 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 76068 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5625536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 76107 members 
Entering Unmasked Estep 
Score: -5625540.500000 Penalty: 1033.333374
	Iteration 100F: 3 clusters Score -5625540 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9313 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5625554 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 76138 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5625570 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5625565 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 76141 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5625569 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9260 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5625594 nChanged 18
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Mstep: Class 1 contains 9264 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5625592 nChanged 28
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Mstep: Class 1 contains 9292 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5625594 nChanged 16
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Mstep: Class 1 contains 9280 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5625592 nChanged 9
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Mstep: Class 1 contains 9279 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5625590 nChanged 12
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Mstep: Class 1 contains 9277 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5625596 nChanged 13
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Mstep: Class 1 contains 9264 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5625606 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9261 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5625608 nChanged 7
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Mstep: Class 1 contains 9264 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5625603 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9263 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5625602 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 76159 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5625616 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 76199 members 
Entering Unmasked Estep 
Score: -5625622.500000 Penalty: 1033.333374
	Iteration 116Q: 3 clusters Score -5625622 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 76202 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5625624 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 76205 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5625628 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5625634 nChanged 32
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Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 76226 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5625630 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 76220 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5625628 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 76224 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5625640 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -5625638.500000 Penalty: 1033.333374
	Iteration 123Q: 3 clusters Score -5625638 nChanged 13
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Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 76235 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5625629 nChanged 24
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Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 76211 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5625631 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 76230 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5625640 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 76221 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5625636 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 76240 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5625630 nChanged 7
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Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5625635 nChanged 10
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Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 76243 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5625636 nChanged 30
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Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5625661 nChanged 19
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Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5625673 nChanged 30
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Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 76252 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5625660 nChanged 16
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Mstep: Class 1 contains 9168 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5625654 nChanged 12
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Mstep: Class 1 contains 9160 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5625661 nChanged 4
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Mstep: Class 1 contains 9164 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5625660 nChanged 2
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Mstep: Class 1 contains 9162 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5625670 nChanged 4
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Mstep: Class 1 contains 9164 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5625665 nChanged 13
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Mstep: Class 1 contains 9177 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5625657 nChanged 3
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Mstep: Class 1 contains 9180 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5625660 nChanged 3
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Mstep: Class 1 contains 9179 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5625664 nChanged 7
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Mstep: Class 1 contains 9172 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5625671 nChanged 11
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5625662 nChanged 4
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	Iteration 144Q: 3 clusters Score -5625670 nChanged 6
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5625670 nChanged 29
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5625693 nChanged 12
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5625696 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 76290 members 
Entering Unmasked Estep 
Score: -5625712.000000 Penalty: 1033.333374
	Iteration 148Q: 3 clusters Score -5625712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 76301 members 
Entering Unmasked Estep 
Score: -5625731.500000 Penalty: 1033.333374
	Iteration 149Q: 3 clusters Score -5625732 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 76337 members 
Entering Unmasked Estep 
Score: -5625730.500000 Penalty: 1033.333374
	Iteration 150Q: 3 clusters Score -5625730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 76356 members 
Entering Unmasked Estep 
Score: -5625707.500000 Penalty: 1033.333374
	Iteration 151Q: 3 clusters Score -5625708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 76372 members 
Entering Unmasked Estep 
Score: -5625694.500000 Penalty: 1033.333374
	Iteration 152Q: 3 clusters Score -5625694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 76374 members 
Entering Unmasked Estep 
Score: -5625678.000000 Penalty: 1033.333374
	Iteration 153Q: 3 clusters Score -5625678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 76361 members 
Entering Unmasked Estep 
Score: -5625671.500000 Penalty: 1033.333374
	Iteration 154Q: 3 clusters Score -5625672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 76356 members 
Entering Unmasked Estep 
Score: -5625671.000000 Penalty: 1033.333374
	Iteration 155Q: 3 clusters Score -5625671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 76358 members 
Entering Unmasked Estep 
Score: -5625665.000000 Penalty: 1033.333374
	Iteration 156Q: 3 clusters Score -5625665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 76357 members 
Entering Unmasked Estep 
Score: -5625681.000000 Penalty: 1033.333374
	Iteration 157Q: 3 clusters Score -5625681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 76373 members 
Entering Unmasked Estep 
Score: -5625678.500000 Penalty: 1033.333374
	Iteration 158Q: 3 clusters Score -5625678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 76374 members 
Entering Unmasked Estep 
Score: -5625668.500000 Penalty: 1033.333374
	Iteration 159Q: 3 clusters Score -5625668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 76399 members 
Entering Unmasked Estep 
Score: -5625662.000000 Penalty: 1033.333374
	Iteration 160F: 3 clusters Score -5625662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 76425 members 
Entering Unmasked Estep 
Score: -5625658.500000 Penalty: 1033.333374
	Iteration 161Q: 3 clusters Score -5625658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 76421 members 
Entering Unmasked Estep 
Score: -5625645.500000 Penalty: 1033.333374
	Iteration 162Q: 3 clusters Score -5625646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 76428 members 
Entering Unmasked Estep 
Score: -5625644.000000 Penalty: 1033.333374
	Iteration 163Q: 3 clusters Score -5625644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 76399 members 
Entering Unmasked Estep 
Score: -5625633.500000 Penalty: 1033.333374
	Iteration 164Q: 3 clusters Score -5625634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 76421 members 
Entering Unmasked Estep 
Score: -5625635.000000 Penalty: 1033.333374
	Iteration 165Q: 3 clusters Score -5625635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 76428 members 
Entering Unmasked Estep 
Score: -5625633.500000 Penalty: 1033.333374
	Iteration 166Q: 3 clusters Score -5625634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -5625623.000000 Penalty: 1033.333374
	Iteration 167Q: 3 clusters Score -5625623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 76392 members 
Entering Unmasked Estep 
Score: -5625614.000000 Penalty: 1033.333374
	Iteration 168Q: 3 clusters Score -5625614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -5625619.000000 Penalty: 1033.333374
	Iteration 169Q: 3 clusters Score -5625619 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -5625634.000000 Penalty: 1033.333374
	Iteration 170Q: 3 clusters Score -5625634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -5625633.500000 Penalty: 1033.333374
	Iteration 171Q: 3 clusters Score -5625634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 76448 members 
Entering Unmasked Estep 
Score: -5625634.500000 Penalty: 1033.333374
	Iteration 172Q: 3 clusters Score -5625634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 76440 members 
Entering Unmasked Estep 
Score: -5625629.500000 Penalty: 1033.333374
	Iteration 173Q: 3 clusters Score -5625630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 76447 members 
Entering Unmasked Estep 
Score: -5625633.500000 Penalty: 1033.333374
	Iteration 174Q: 3 clusters Score -5625634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 76465 members 
Entering Unmasked Estep 
Score: -5625655.000000 Penalty: 1033.333374
	Iteration 175Q: 3 clusters Score -5625655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 76475 members 
Entering Unmasked Estep 
Score: -5625675.500000 Penalty: 1033.333374
	Iteration 176Q: 3 clusters Score -5625676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -5625669.000000 Penalty: 1033.333374
	Iteration 177Q: 3 clusters Score -5625669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 76489 members 
Entering Unmasked Estep 
Score: -5625672.000000 Penalty: 1033.333374
	Iteration 178Q: 3 clusters Score -5625672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 76493 members 
Entering Unmasked Estep 
Score: -5625670.500000 Penalty: 1033.333374
	Iteration 179Q: 3 clusters Score -5625670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -5625669.000000 Penalty: 1033.333374
	Iteration 180F: 3 clusters Score -5625669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 76488 members 
Entering Unmasked Estep 
Score: -5625658.500000 Penalty: 1033.333374
	Iteration 181Q: 3 clusters Score -5625658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 76489 members 
Entering Unmasked Estep 
Score: -5625665.500000 Penalty: 1033.333374
	Iteration 182Q: 3 clusters Score -5625666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 76500 members 
Entering Unmasked Estep 
Score: -5625668.500000 Penalty: 1033.333374
	Iteration 183Q: 3 clusters Score -5625668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 76487 members 
Entering Unmasked Estep 
Score: -5625659.000000 Penalty: 1033.333374
	Iteration 184Q: 3 clusters Score -5625659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -5625663.500000 Penalty: 1033.333374
	Iteration 185Q: 3 clusters Score -5625664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 76469 members 
Entering Unmasked Estep 
Score: -5625674.000000 Penalty: 1033.333374
	Iteration 186Q: 3 clusters Score -5625674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 76475 members 
Entering Unmasked Estep 
Score: -5625666.500000 Penalty: 1033.333374
	Iteration 187Q: 3 clusters Score -5625666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -5625669.500000 Penalty: 1033.333374
	Iteration 188Q: 3 clusters Score -5625670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 76472 members 
Entering Unmasked Estep 
Score: -5625667.000000 Penalty: 1033.333374
	Iteration 189Q: 3 clusters Score -5625667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 76481 members 
Entering Unmasked Estep 
Score: -5625668.500000 Penalty: 1033.333374
	Iteration 190Q: 3 clusters Score -5625668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 76482 members 
Entering Unmasked Estep 
Score: -5625661.500000 Penalty: 1033.333374
	Iteration 191Q: 3 clusters Score -5625662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 76476 members 
Entering Unmasked Estep 
Score: -5625661.000000 Penalty: 1033.333374
	Iteration 192Q: 3 clusters Score -5625661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 76479 members 
Entering Unmasked Estep 
Score: -5625660.000000 Penalty: 1033.333374
	Iteration 193Q: 3 clusters Score -5625660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -5625667.500000 Penalty: 1033.333374
	Iteration 194Q: 3 clusters Score -5625668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -5625678.500000 Penalty: 1033.333374
	Iteration 195Q: 3 clusters Score -5625678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -5625683.500000 Penalty: 1033.333374
	Iteration 196Q: 3 clusters Score -5625684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 76503 members 
Entering Unmasked Estep 
Score: -5625676.500000 Penalty: 1033.333374
	Iteration 197Q: 3 clusters Score -5625676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 76519 members 
Entering Unmasked Estep 
Score: -5625683.500000 Penalty: 1033.333374
	Iteration 198Q: 3 clusters Score -5625684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 76525 members 
Entering Unmasked Estep 
Score: -5625689.500000 Penalty: 1033.333374
	Iteration 199Q: 3 clusters Score -5625690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 76515 members 
Entering Unmasked Estep 
Score: -5625690.500000 Penalty: 1033.333374
	Iteration 200F: 3 clusters Score -5625690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 76525 members 
Entering Unmasked Estep 
Score: -5625688.500000 Penalty: 1033.333374
	Iteration 201Q: 3 clusters Score -5625688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 76520 members 
Entering Unmasked Estep 
Score: -5625688.500000 Penalty: 1033.333374
	Iteration 202Q: 3 clusters Score -5625688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 76520 members 
Entering Unmasked Estep 
Score: -5625688.500000 Penalty: 1033.333374
	Iteration 203F: 3 clusters Score -5625688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 58414 members 
Mstep: Class 6 contains 406 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18654 members 
Mstep: Class 10 contains 48585 members 
Mstep: Class 11 contains 87628 members 
Mstep: Class 12 contains 22981 members 
Mstep: Class 13 contains 52717 members 
Mstep: Class 14 contains 49287 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 21128 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 8898 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 108816 members 
Mstep: Class 21 contains 7816 members 
Mstep: Class 22 contains 76520 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 947 members 
Entering Unmasked Estep 
Score: -35831300.000000 Penalty: 14491.699219
Splitting cluster 18 changes total score from -35819392.000000 to -35831300.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 19 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -19251.654297 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -19251.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18886.062500 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -18886.06 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18991.943359 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -18991.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19047.833984 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -19047.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19110.820312 Penalty: 532.811523
	Iteration 3F: 3 clusters Score -19110.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19176.373047 Penalty: 532.811523
	Iteration 4F: 3 clusters Score -19176.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19231.746094 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -19231.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19300.878906 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -19300.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19357.791016 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -19357.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19418.310547 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -19418.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19452.601562 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -19452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19452.601562 Penalty: 532.811523
	Iteration 10F: 3 clusters Score -19452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 58414 members 
Mstep: Class 6 contains 406 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18654 members 
Mstep: Class 10 contains 48585 members 
Mstep: Class 11 contains 87628 members 
Mstep: Class 12 contains 22981 members 
Mstep: Class 13 contains 52717 members 
Mstep: Class 14 contains 49287 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 21128 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 8898 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 108816 members 
Mstep: Class 21 contains 7816 members 
Mstep: Class 22 contains 76520 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 947 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
Score: -35831140.000000 Penalty: 15095.520508
Splitting cluster 19 changes total score from -35819392.000000 to -35831140.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (108816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108816 members 
Entering Unmasked Estep 
Score: -7138051.000000 Penalty: 527.682312
	Iteration 0F: 2 clusters Score -7138051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -7082875.000000 Penalty: 1055.364624
	Iteration 0F: 3 clusters Score -7082875 nChanged 53247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -7118594.500000 Penalty: 1055.364624
	Iteration 1F: 3 clusters Score -7118594 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -7125454.000000 Penalty: 1055.364624
	Iteration 2F: 3 clusters Score -7125454 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66205 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -7135806.000000 Penalty: 1055.364624
	Iteration 3F: 3 clusters Score -7135806 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71178 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -7146039.500000 Penalty: 1055.364624
	Iteration 4F: 3 clusters Score -7146040 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73814 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -7151373.500000 Penalty: 1055.364624
	Iteration 5F: 3 clusters Score -7151374 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -7153205.000000 Penalty: 1055.364624
	Iteration 6Q: 3 clusters Score -7153205 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -7154247.500000 Penalty: 1055.364624
	Iteration 7Q: 3 clusters Score -7154248 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77933 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -7154801.000000 Penalty: 1055.364624
	Iteration 8Q: 3 clusters Score -7154801 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78455 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -7155173.000000 Penalty: 1055.364624
	Iteration 9Q: 3 clusters Score -7155173 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78854 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -7155400.000000 Penalty: 1055.364624
	Iteration 10Q: 3 clusters Score -7155400 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -7155520.500000 Penalty: 1055.364624
	Iteration 11Q: 3 clusters Score -7155520 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79427 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -7155646.500000 Penalty: 1055.364624
	Iteration 12Q: 3 clusters Score -7155646 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -7155677.000000 Penalty: 1055.364624
	Iteration 13Q: 3 clusters Score -7155677 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79636 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -7155705.000000 Penalty: 1055.364624
	Iteration 14Q: 3 clusters Score -7155705 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79714 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -7155734.000000 Penalty: 1055.364624
	Iteration 15Q: 3 clusters Score -7155734 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79790 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -7155719.000000 Penalty: 1055.364624
	Iteration 16Q: 3 clusters Score -7155719 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79858 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -7155745.000000 Penalty: 1055.364624
	Iteration 17Q: 3 clusters Score -7155745 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -7155768.500000 Penalty: 1055.364624
	Iteration 18Q: 3 clusters Score -7155768 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -7155822.000000 Penalty: 1055.364624
	Iteration 19Q: 3 clusters Score -7155822 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -7155829.500000 Penalty: 1055.364624
	Iteration 20F: 3 clusters Score -7155830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79960 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -7155836.500000 Penalty: 1055.364624
	Iteration 21Q: 3 clusters Score -7155836 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79946 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -7155834.000000 Penalty: 1055.364624
	Iteration 22Q: 3 clusters Score -7155834 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79948 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -7155842.000000 Penalty: 1055.364624
	Iteration 23Q: 3 clusters Score -7155842 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -7155828.500000 Penalty: 1055.364624
	Iteration 24Q: 3 clusters Score -7155828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79951 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -7155825.500000 Penalty: 1055.364624
	Iteration 25Q: 3 clusters Score -7155826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -7155839.000000 Penalty: 1055.364624
	Iteration 26Q: 3 clusters Score -7155839 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79947 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -7155831.500000 Penalty: 1055.364624
	Iteration 27Q: 3 clusters Score -7155832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -7155836.000000 Penalty: 1055.364624
	Iteration 28Q: 3 clusters Score -7155836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79948 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -7155854.000000 Penalty: 1055.364624
	Iteration 29Q: 3 clusters Score -7155854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -7155854.500000 Penalty: 1055.364624
	Iteration 30Q: 3 clusters Score -7155854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79963 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -7155865.000000 Penalty: 1055.364624
	Iteration 31Q: 3 clusters Score -7155865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79970 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -7155871.000000 Penalty: 1055.364624
	Iteration 32Q: 3 clusters Score -7155871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79974 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -7155867.000000 Penalty: 1055.364624
	Iteration 33Q: 3 clusters Score -7155867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79974 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -7155870.000000 Penalty: 1055.364624
	Iteration 34Q: 3 clusters Score -7155870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79976 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -7155871.000000 Penalty: 1055.364624
	Iteration 35Q: 3 clusters Score -7155871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -7155876.000000 Penalty: 1055.364624
	Iteration 36Q: 3 clusters Score -7155876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79982 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -7155880.500000 Penalty: 1055.364624
	Iteration 37Q: 3 clusters Score -7155880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79975 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -7155862.000000 Penalty: 1055.364624
	Iteration 38Q: 3 clusters Score -7155862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79980 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -7155869.000000 Penalty: 1055.364624
	Iteration 39Q: 3 clusters Score -7155869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -7155876.500000 Penalty: 1055.364624
	Iteration 40F: 3 clusters Score -7155876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79978 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -7155870.500000 Penalty: 1055.364624
	Iteration 41Q: 3 clusters Score -7155870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79976 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -7155872.500000 Penalty: 1055.364624
	Iteration 42Q: 3 clusters Score -7155872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79973 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -7155870.000000 Penalty: 1055.364624
	Iteration 43Q: 3 clusters Score -7155870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -7155873.000000 Penalty: 1055.364624
	Iteration 44Q: 3 clusters Score -7155873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79975 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -7155877.000000 Penalty: 1055.364624
	Iteration 45Q: 3 clusters Score -7155877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79967 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -7155879.000000 Penalty: 1055.364624
	Iteration 46Q: 3 clusters Score -7155879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -7155879.500000 Penalty: 1055.364624
	Iteration 47Q: 3 clusters Score -7155880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -7155881.000000 Penalty: 1055.364624
	Iteration 48Q: 3 clusters Score -7155881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -7155879.500000 Penalty: 1055.364624
	Iteration 49Q: 3 clusters Score -7155880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -7155879.500000 Penalty: 1055.364624
	Iteration 50F: 3 clusters Score -7155880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 58414 members 
Mstep: Class 6 contains 406 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18654 members 
Mstep: Class 10 contains 48585 members 
Mstep: Class 11 contains 87628 members 
Mstep: Class 12 contains 22981 members 
Mstep: Class 13 contains 52717 members 
Mstep: Class 14 contains 49287 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 21128 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 8898 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 79971 members 
Mstep: Class 21 contains 7816 members 
Mstep: Class 22 contains 76520 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 947 members 
Mstep: Class 25 contains 216 members 
Mstep: Class 26 contains 28845 members 
Entering Unmasked Estep 
Score: -35849184.000000 Penalty: 15699.340820
Splitting cluster 20 changes total score from -35819392.000000 to -35849184.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (7816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Entering Unmasked Estep 
Score: -499158.593750 Penalty: 407.858734
	Iteration 0F: 2 clusters Score -499158.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -493950.875000 Penalty: 815.717468
	Iteration 0F: 3 clusters Score -493950.9 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -496812.562500 Penalty: 815.717468
	Iteration 1F: 3 clusters Score -496812.6 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -498191.531250 Penalty: 815.717468
	Iteration 2F: 3 clusters Score -498191.5 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -499587.343750 Penalty: 815.717468
	Iteration 3F: 3 clusters Score -499587.3 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -500239.937500 Penalty: 815.717468
	Iteration 4F: 3 clusters Score -500239.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -500413.781250 Penalty: 815.717468
	Iteration 5Q: 3 clusters Score -500413.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -500486.093750 Penalty: 815.717468
	Iteration 6Q: 3 clusters Score -500486.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -500512.500000 Penalty: 815.717468
	Iteration 7Q: 3 clusters Score -500512.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -500522.500000 Penalty: 815.717468
	Iteration 8Q: 3 clusters Score -500522.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -500527.312500 Penalty: 815.717468
	Iteration 9Q: 3 clusters Score -500527.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -500530.125000 Penalty: 815.717468
	Iteration 10Q: 3 clusters Score -500530.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -500534.093750 Penalty: 815.717468
	Iteration 11Q: 3 clusters Score -500534.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -500536.843750 Penalty: 815.717468
	Iteration 12Q: 3 clusters Score -500536.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -500540.781250 Penalty: 815.717468
	Iteration 13Q: 3 clusters Score -500540.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -500544.125000 Penalty: 815.717468
	Iteration 14Q: 3 clusters Score -500544.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -500547.343750 Penalty: 815.717468
	Iteration 15Q: 3 clusters Score -500547.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -500551.343750 Penalty: 815.717468
	Iteration 16Q: 3 clusters Score -500551.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -500553.343750 Penalty: 815.717468
	Iteration 17Q: 3 clusters Score -500553.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -500555.375000 Penalty: 815.717468
	Iteration 18Q: 3 clusters Score -500555.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -500557.625000 Penalty: 815.717468
	Iteration 19Q: 3 clusters Score -500557.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -500561.031250 Penalty: 815.717468
	Iteration 20F: 3 clusters Score -500561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -500562.656250 Penalty: 815.717468
	Iteration 21Q: 3 clusters Score -500562.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -500563.968750 Penalty: 815.717468
	Iteration 22Q: 3 clusters Score -500564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -500563.968750 Penalty: 815.717468
	Iteration 23Q: 3 clusters Score -500564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -500566.031250 Penalty: 815.717468
	Iteration 24Q: 3 clusters Score -500566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -500566.656250 Penalty: 815.717468
	Iteration 25Q: 3 clusters Score -500566.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -500567.718750 Penalty: 815.717468
	Iteration 26Q: 3 clusters Score -500567.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -500567.781250 Penalty: 815.717468
	Iteration 27Q: 3 clusters Score -500567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -500569.125000 Penalty: 815.717468
	Iteration 28Q: 3 clusters Score -500569.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -500568.750000 Penalty: 815.717468
	Iteration 29Q: 3 clusters Score -500568.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -500568.000000 Penalty: 815.717468
	Iteration 30Q: 3 clusters Score -500568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -500569.125000 Penalty: 815.717468
	Iteration 31Q: 3 clusters Score -500569.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -500569.218750 Penalty: 815.717468
	Iteration 32Q: 3 clusters Score -500569.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -500570.093750 Penalty: 815.717468
	Iteration 33Q: 3 clusters Score -500570.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -500570.093750 Penalty: 815.717468
	Iteration 34F: 3 clusters Score -500570.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 58414 members 
Mstep: Class 6 contains 406 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18654 members 
Mstep: Class 10 contains 48585 members 
Mstep: Class 11 contains 87628 members 
Mstep: Class 12 contains 22981 members 
Mstep: Class 13 contains 52717 members 
Mstep: Class 14 contains 49287 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 21128 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 8898 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 79971 members 
Mstep: Class 21 contains 5464 members 
Mstep: Class 22 contains 76520 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 947 members 
Mstep: Class 25 contains 216 members 
Mstep: Class 26 contains 28845 members 
Mstep: Class 27 contains 2352 members 
Entering Unmasked Estep 
Score: -35850332.000000 Penalty: 16303.162109
Splitting cluster 21 changes total score from -35819392.000000 to -35850332.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 23 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -15934.687500 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -15934.69 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 170 members 
Entering Unmasked Estep 
Score: -15549.063477 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -15549.06 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15642.448242 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -15642.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15725.507812 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -15725.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15781.004883 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -15781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15818.602539 Penalty: 527.164246
	Iteration 4F: 3 clusters Score -15818.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15849.101562 Penalty: 527.164246
	Iteration 5F: 3 clusters Score -15849.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15865.208984 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -15865.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15871.807617 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -15871.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15877.206055 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -15877.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15880.625977 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -15880.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15882.280273 Penalty: 527.164246
	Iteration 10Q: 3 clusters Score -15882.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15885.228516 Penalty: 527.164246
	Iteration 11Q: 3 clusters Score -15885.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15885.228516 Penalty: 527.164246
	Iteration 12F: 3 clusters Score -15885.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -49150.406250 Penalty: 311.825104
	Iteration 0F: 2 clusters Score -49150.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -48421.269531 Penalty: 623.650208
	Iteration 0F: 3 clusters Score -48421.27 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -49137.308594 Penalty: 623.650208
	Iteration 1F: 3 clusters Score -49137.31 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -49397.515625 Penalty: 623.650208
	Iteration 2F: 3 clusters Score -49397.52 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -49490.183594 Penalty: 623.650208
	Iteration 3F: 3 clusters Score -49490.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -49532.535156 Penalty: 623.650208
	Iteration 4Q: 3 clusters Score -49532.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -49554.046875 Penalty: 623.650208
	Iteration 5Q: 3 clusters Score -49554.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -49564.964844 Penalty: 623.650208
	Iteration 6Q: 3 clusters Score -49564.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -49569.062500 Penalty: 623.650208
	Iteration 7Q: 3 clusters Score -49569.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -49572.117188 Penalty: 623.650208
	Iteration 8Q: 3 clusters Score -49572.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -49573.332031 Penalty: 623.650208
	Iteration 9Q: 3 clusters Score -49573.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -49574.820312 Penalty: 623.650208
	Iteration 10Q: 3 clusters Score -49574.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -49584.023438 Penalty: 623.650208
	Iteration 11Q: 3 clusters Score -49584.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -49585.820312 Penalty: 623.650208
	Iteration 12Q: 3 clusters Score -49585.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -49585.820312 Penalty: 623.650208
	Iteration 13F: 3 clusters Score -49585.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 58414 members 
Mstep: Class 6 contains 406 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18654 members 
Mstep: Class 10 contains 48585 members 
Mstep: Class 11 contains 87628 members 
Mstep: Class 12 contains 22981 members 
Mstep: Class 13 contains 52717 members 
Mstep: Class 14 contains 49287 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 21128 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 8898 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 79971 members 
Mstep: Class 21 contains 5464 members 
Mstep: Class 22 contains 76520 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 141 members 
Mstep: Class 25 contains 216 members 
Mstep: Class 26 contains 28845 members 
Mstep: Class 27 contains 2352 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
Score: -35850432.000000 Penalty: 16906.982422
Splitting cluster 24 changes total score from -35819392.000000 to -35850432.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 58414 members 
Mstep: Class 6 contains 406 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18654 members 
Mstep: Class 10 contains 48585 members 
Mstep: Class 12 contains 22981 members 
Mstep: Class 13 contains 52717 members 
Mstep: Class 14 contains 49287 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 21128 members 
Mstep: Class 18 contains 8898 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 79971 members 
Mstep: Class 21 contains 5464 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854100.000000 Penalty: 16906.982422
Iteration 119Q: 29 clusters Score -3.58541e+07 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 58505 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3347 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18651 members 
Mstep: Class 10 contains 49439 members 
Mstep: Class 11 contains 87511 members 
Mstep: Class 12 contains 22932 members 
Mstep: Class 13 contains 52977 members 
Mstep: Class 14 contains 48857 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 21153 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 8812 members 
Mstep: Class 19 contains 129 members 
Mstep: Class 20 contains 82551 members 
Mstep: Class 21 contains 5949 members 
Mstep: Class 22 contains 74084 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 145 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 27682 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855572.000000 Penalty: 16906.982422
Iteration 120F: 29 clusters Score -3.585557e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 58569 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3345 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18624 members 
Mstep: Class 10 contains 50680 members 
Mstep: Class 11 contains 88923 members 
Mstep: Class 12 contains 22684 members 
Mstep: Class 13 contains 52346 members 
Mstep: Class 14 contains 48540 members 
Mstep: Class 15 contains 134 members 
Mstep: Class 16 contains 21148 members 
Mstep: Class 17 contains 699 members 
Mstep: Class 18 contains 8371 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 82402 members 
Mstep: Class 21 contains 6353 members 
Mstep: Class 22 contains 72494 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 27802 members 
Mstep: Class 27 contains 2338 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855340.000000 Penalty: 16906.982422
Iteration 121Q: 29 clusters Score -3.585534e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 58619 members 
Mstep: Class 6 contains 376 members 
Mstep: Class 7 contains 3348 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18610 members 
Mstep: Class 10 contains 52123 members 
Mstep: Class 11 contains 90184 members 
Mstep: Class 12 contains 22494 members 
Mstep: Class 13 contains 51973 members 
Mstep: Class 14 contains 48308 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21138 members 
Mstep: Class 17 contains 856 members 
Mstep: Class 18 contains 7923 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 82079 members 
Mstep: Class 21 contains 6735 members 
Mstep: Class 22 contains 70984 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 27670 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855460.000000 Penalty: 16906.982422
Iteration 122Q: 29 clusters Score -3.585546e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 58647 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 3363 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18606 members 
Mstep: Class 10 contains 53653 members 
Mstep: Class 11 contains 91235 members 
Mstep: Class 12 contains 22371 members 
Mstep: Class 13 contains 51743 members 
Mstep: Class 14 contains 48138 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21142 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 7583 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 81918 members 
Mstep: Class 21 contains 7071 members 
Mstep: Class 22 contains 69293 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 27379 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855344.000000 Penalty: 16906.982422
Iteration 123Q: 29 clusters Score -3.585534e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 58678 members 
Mstep: Class 6 contains 359 members 
Mstep: Class 7 contains 3374 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18604 members 
Mstep: Class 10 contains 55289 members 
Mstep: Class 11 contains 92098 members 
Mstep: Class 12 contains 22209 members 
Mstep: Class 13 contains 51592 members 
Mstep: Class 14 contains 47917 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21136 members 
Mstep: Class 17 contains 1031 members 
Mstep: Class 18 contains 7223 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 81922 members 
Mstep: Class 21 contains 7412 members 
Mstep: Class 22 contains 67539 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 27118 members 
Mstep: Class 27 contains 2381 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855104.000000 Penalty: 16906.982422
Iteration 124Q: 29 clusters Score -3.58551e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 58720 members 
Mstep: Class 6 contains 353 members 
Mstep: Class 7 contains 3381 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18603 members 
Mstep: Class 10 contains 56990 members 
Mstep: Class 11 contains 92687 members 
Mstep: Class 12 contains 21948 members 
Mstep: Class 13 contains 51509 members 
Mstep: Class 14 contains 47730 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21132 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 6820 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 82079 members 
Mstep: Class 21 contains 7780 members 
Mstep: Class 22 contains 65740 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 26990 members 
Mstep: Class 27 contains 2395 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855036.000000 Penalty: 16906.982422
Iteration 125Q: 29 clusters Score -3.585504e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 58772 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3391 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18603 members 
Mstep: Class 10 contains 58763 members 
Mstep: Class 11 contains 93146 members 
Mstep: Class 12 contains 21601 members 
Mstep: Class 13 contains 51455 members 
Mstep: Class 14 contains 47620 members 
Mstep: Class 15 contains 135 members 
Mstep: Class 16 contains 21134 members 
Mstep: Class 17 contains 1101 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 82157 members 
Mstep: Class 21 contains 8093 members 
Mstep: Class 22 contains 63904 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 27067 members 
Mstep: Class 27 contains 2417 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854768.000000 Penalty: 16906.982422
Iteration 126Q: 29 clusters Score -3.585477e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 58835 members 
Mstep: Class 6 contains 339 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18600 members 
Mstep: Class 10 contains 60652 members 
Mstep: Class 11 contains 93421 members 
Mstep: Class 12 contains 21185 members 
Mstep: Class 13 contains 51435 members 
Mstep: Class 14 contains 47508 members 
Mstep: Class 15 contains 135 members 
Mstep: Class 16 contains 21138 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 6010 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 82198 members 
Mstep: Class 21 contains 8414 members 
Mstep: Class 22 contains 62037 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 27338 members 
Mstep: Class 27 contains 2438 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854500.000000 Penalty: 16906.982422
Iteration 127Q: 29 clusters Score -3.58545e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 58902 members 
Mstep: Class 6 contains 333 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18598 members 
Mstep: Class 10 contains 62587 members 
Mstep: Class 11 contains 93543 members 
Mstep: Class 12 contains 20743 members 
Mstep: Class 13 contains 51429 members 
Mstep: Class 14 contains 47427 members 
Mstep: Class 15 contains 135 members 
Mstep: Class 16 contains 21141 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 82221 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 60195 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 27700 members 
Mstep: Class 27 contains 2462 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854400.000000 Penalty: 16906.982422
Iteration 128Q: 29 clusters Score -3.58544e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 58963 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18594 members 
Mstep: Class 10 contains 64477 members 
Mstep: Class 11 contains 93585 members 
Mstep: Class 12 contains 20289 members 
Mstep: Class 13 contains 51451 members 
Mstep: Class 14 contains 47385 members 
Mstep: Class 15 contains 135 members 
Mstep: Class 16 contains 21140 members 
Mstep: Class 17 contains 1163 members 
Mstep: Class 18 contains 5294 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 82142 members 
Mstep: Class 21 contains 9022 members 
Mstep: Class 22 contains 58348 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 28130 members 
Mstep: Class 27 contains 2491 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854468.000000 Penalty: 16906.982422
Iteration 129Q: 29 clusters Score -3.585447e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 59038 members 
Mstep: Class 6 contains 324 members 
Mstep: Class 7 contains 3404 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18587 members 
Mstep: Class 10 contains 66437 members 
Mstep: Class 11 contains 93575 members 
Mstep: Class 12 contains 19859 members 
Mstep: Class 13 contains 51469 members 
Mstep: Class 14 contains 47396 members 
Mstep: Class 15 contains 135 members 
Mstep: Class 16 contains 21140 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 4988 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 82024 members 
Mstep: Class 21 contains 9320 members 
Mstep: Class 22 contains 56450 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 28569 members 
Mstep: Class 27 contains 2526 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854792.000000 Penalty: 16906.982422
Iteration 130Q: 29 clusters Score -3.585479e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 59100 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 3411 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18582 members 
Mstep: Class 10 contains 68364 members 
Mstep: Class 11 contains 93478 members 
Mstep: Class 12 contains 19418 members 
Mstep: Class 13 contains 51519 members 
Mstep: Class 14 contains 47363 members 
Mstep: Class 15 contains 135 members 
Mstep: Class 16 contains 21145 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 4726 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 81956 members 
Mstep: Class 21 contains 9648 members 
Mstep: Class 22 contains 54595 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 28979 members 
Mstep: Class 27 contains 2570 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855028.000000 Penalty: 16906.982422
Iteration 131Q: 29 clusters Score -3.585503e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 59178 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 3416 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18582 members 
Mstep: Class 10 contains 70205 members 
Mstep: Class 11 contains 93359 members 
Mstep: Class 12 contains 18957 members 
Mstep: Class 13 contains 51549 members 
Mstep: Class 14 contains 47388 members 
Mstep: Class 15 contains 135 members 
Mstep: Class 16 contains 21146 members 
Mstep: Class 17 contains 1176 members 
Mstep: Class 18 contains 4503 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 81749 members 
Mstep: Class 21 contains 9974 members 
Mstep: Class 22 contains 52883 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 29433 members 
Mstep: Class 27 contains 2618 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855192.000000 Penalty: 16906.982422
Iteration 132Q: 29 clusters Score -3.585519e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 59255 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 3418 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18578 members 
Mstep: Class 10 contains 71920 members 
Mstep: Class 11 contains 93078 members 
Mstep: Class 12 contains 18532 members 
Mstep: Class 13 contains 51551 members 
Mstep: Class 14 contains 47435 members 
Mstep: Class 15 contains 135 members 
Mstep: Class 16 contains 21138 members 
Mstep: Class 17 contains 1175 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 81673 members 
Mstep: Class 21 contains 10323 members 
Mstep: Class 22 contains 51326 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 29884 members 
Mstep: Class 27 contains 2663 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855108.000000 Penalty: 16906.982422
Iteration 133Q: 29 clusters Score -3.585511e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 59327 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 3422 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18577 members 
Mstep: Class 10 contains 73417 members 
Mstep: Class 11 contains 92898 members 
Mstep: Class 12 contains 18116 members 
Mstep: Class 13 contains 51553 members 
Mstep: Class 14 contains 47463 members 
Mstep: Class 15 contains 135 members 
Mstep: Class 16 contains 21134 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 4034 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 81504 members 
Mstep: Class 21 contains 10658 members 
Mstep: Class 22 contains 49959 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 30321 members 
Mstep: Class 27 contains 2708 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855380.000000 Penalty: 16906.982422
Iteration 134Q: 29 clusters Score -3.585538e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 59412 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 3427 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18575 members 
Mstep: Class 10 contains 74835 members 
Mstep: Class 11 contains 92727 members 
Mstep: Class 12 contains 17733 members 
Mstep: Class 13 contains 51569 members 
Mstep: Class 14 contains 47469 members 
Mstep: Class 15 contains 135 members 
Mstep: Class 16 contains 21135 members 
Mstep: Class 17 contains 1176 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 81241 members 
Mstep: Class 21 contains 11006 members 
Mstep: Class 22 contains 48668 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 30764 members 
Mstep: Class 27 contains 2741 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855192.000000 Penalty: 16906.982422
Iteration 135Q: 29 clusters Score -3.585519e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 59495 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 3432 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18569 members 
Mstep: Class 10 contains 76236 members 
Mstep: Class 11 contains 92478 members 
Mstep: Class 12 contains 17349 members 
Mstep: Class 13 contains 51595 members 
Mstep: Class 14 contains 47559 members 
Mstep: Class 15 contains 135 members 
Mstep: Class 16 contains 21143 members 
Mstep: Class 17 contains 1176 members 
Mstep: Class 18 contains 3737 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 81020 members 
Mstep: Class 21 contains 11349 members 
Mstep: Class 22 contains 47395 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 31139 members 
Mstep: Class 27 contains 2775 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855528.000000 Penalty: 16906.982422
Iteration 136Q: 29 clusters Score -3.585553e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 59601 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 3437 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18566 members 
Mstep: Class 10 contains 77506 members 
Mstep: Class 11 contains 92347 members 
Mstep: Class 12 contains 16961 members 
Mstep: Class 13 contains 51515 members 
Mstep: Class 14 contains 47618 members 
Mstep: Class 15 contains 135 members 
Mstep: Class 16 contains 21147 members 
Mstep: Class 17 contains 1185 members 
Mstep: Class 18 contains 3572 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80788 members 
Mstep: Class 21 contains 11679 members 
Mstep: Class 22 contains 46360 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 31455 members 
Mstep: Class 27 contains 2821 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855976.000000 Penalty: 16906.982422
Iteration 137Q: 29 clusters Score -3.585598e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 59696 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 3440 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18563 members 
Mstep: Class 10 contains 78524 members 
Mstep: Class 11 contains 92182 members 
Mstep: Class 12 contains 16612 members 
Mstep: Class 13 contains 51348 members 
Mstep: Class 14 contains 47633 members 
Mstep: Class 15 contains 135 members 
Mstep: Class 16 contains 21151 members 
Mstep: Class 17 contains 1191 members 
Mstep: Class 18 contains 3386 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80683 members 
Mstep: Class 21 contains 12043 members 
Mstep: Class 22 contains 45660 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 31690 members 
Mstep: Class 27 contains 2855 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35856208.000000 Penalty: 16906.982422
Iteration 138Q: 29 clusters Score -3.585621e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 59801 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18562 members 
Mstep: Class 10 contains 79407 members 
Mstep: Class 11 contains 92120 members 
Mstep: Class 12 contains 16265 members 
Mstep: Class 13 contains 51125 members 
Mstep: Class 14 contains 47642 members 
Mstep: Class 15 contains 135 members 
Mstep: Class 16 contains 21163 members 
Mstep: Class 17 contains 1196 members 
Mstep: Class 18 contains 3274 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80508 members 
Mstep: Class 21 contains 12380 members 
Mstep: Class 22 contains 45089 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 31901 members 
Mstep: Class 27 contains 2893 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35856016.000000 Penalty: 16906.982422
Iteration 139Q: 29 clusters Score -3.585602e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 59899 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18564 members 
Mstep: Class 10 contains 80251 members 
Mstep: Class 11 contains 91989 members 
Mstep: Class 12 contains 15924 members 
Mstep: Class 13 contains 50907 members 
Mstep: Class 14 contains 47661 members 
Mstep: Class 15 contains 135 members 
Mstep: Class 16 contains 21173 members 
Mstep: Class 17 contains 1199 members 
Mstep: Class 18 contains 3149 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80336 members 
Mstep: Class 21 contains 12731 members 
Mstep: Class 22 contains 44619 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 32101 members 
Mstep: Class 27 contains 2931 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855736.000000 Penalty: 16906.982422
Iteration 140F: 29 clusters Score -3.585574e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 60002 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 3445 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18563 members 
Mstep: Class 10 contains 80923 members 
Mstep: Class 11 contains 91830 members 
Mstep: Class 12 contains 15644 members 
Mstep: Class 13 contains 50660 members 
Mstep: Class 14 contains 47638 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 21185 members 
Mstep: Class 17 contains 1202 members 
Mstep: Class 18 contains 3040 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80258 members 
Mstep: Class 21 contains 13100 members 
Mstep: Class 22 contains 44305 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 32225 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855772.000000 Penalty: 16906.982422
Iteration 141Q: 29 clusters Score -3.585577e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 60107 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18563 members 
Mstep: Class 10 contains 81511 members 
Mstep: Class 11 contains 91669 members 
Mstep: Class 12 contains 15332 members 
Mstep: Class 13 contains 50429 members 
Mstep: Class 14 contains 47655 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 21199 members 
Mstep: Class 17 contains 1207 members 
Mstep: Class 18 contains 2951 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80109 members 
Mstep: Class 21 contains 13444 members 
Mstep: Class 22 contains 44088 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 32382 members 
Mstep: Class 27 contains 3013 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855604.000000 Penalty: 16906.982422
Iteration 142Q: 29 clusters Score -3.58556e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 60210 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 3445 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18565 members 
Mstep: Class 10 contains 81963 members 
Mstep: Class 11 contains 91473 members 
Mstep: Class 12 contains 14976 members 
Mstep: Class 13 contains 50161 members 
Mstep: Class 14 contains 47762 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 21216 members 
Mstep: Class 17 contains 1217 members 
Mstep: Class 18 contains 2874 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79973 members 
Mstep: Class 21 contains 13754 members 
Mstep: Class 22 contains 44026 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 32521 members 
Mstep: Class 27 contains 3076 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855616.000000 Penalty: 16906.982422
Iteration 143Q: 29 clusters Score -3.585562e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 60305 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3448 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18567 members 
Mstep: Class 10 contains 82249 members 
Mstep: Class 11 contains 91268 members 
Mstep: Class 12 contains 14631 members 
Mstep: Class 13 contains 49917 members 
Mstep: Class 14 contains 47873 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 21230 members 
Mstep: Class 17 contains 1224 members 
Mstep: Class 18 contains 2745 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80001 members 
Mstep: Class 21 contains 14056 members 
Mstep: Class 22 contains 44075 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 32592 members 
Mstep: Class 27 contains 3132 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855424.000000 Penalty: 16906.982422
Iteration 144Q: 29 clusters Score -3.585542e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 60405 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3450 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18569 members 
Mstep: Class 10 contains 82492 members 
Mstep: Class 11 contains 91137 members 
Mstep: Class 12 contains 14268 members 
Mstep: Class 13 contains 49736 members 
Mstep: Class 14 contains 47963 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 21245 members 
Mstep: Class 17 contains 1228 members 
Mstep: Class 18 contains 2598 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79983 members 
Mstep: Class 21 contains 14368 members 
Mstep: Class 22 contains 44130 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 32664 members 
Mstep: Class 27 contains 3183 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855032.000000 Penalty: 16906.982422
Iteration 145Q: 29 clusters Score -3.585503e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 60486 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3449 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18573 members 
Mstep: Class 10 contains 82705 members 
Mstep: Class 11 contains 91056 members 
Mstep: Class 12 contains 13951 members 
Mstep: Class 13 contains 49573 members 
Mstep: Class 14 contains 48022 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 21272 members 
Mstep: Class 17 contains 1222 members 
Mstep: Class 18 contains 2463 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79846 members 
Mstep: Class 21 contains 14685 members 
Mstep: Class 22 contains 44257 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 32721 members 
Mstep: Class 27 contains 3240 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855056.000000 Penalty: 16906.982422
Iteration 146Q: 29 clusters Score -3.585506e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 60578 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3447 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18574 members 
Mstep: Class 10 contains 82856 members 
Mstep: Class 11 contains 91013 members 
Mstep: Class 12 contains 13624 members 
Mstep: Class 13 contains 49403 members 
Mstep: Class 14 contains 48162 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 21291 members 
Mstep: Class 17 contains 1221 members 
Mstep: Class 18 contains 2391 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79604 members 
Mstep: Class 21 contains 14972 members 
Mstep: Class 22 contains 44451 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 32725 members 
Mstep: Class 27 contains 3304 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854892.000000 Penalty: 16906.982422
Iteration 147Q: 29 clusters Score -3.585489e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 60665 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3444 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18576 members 
Mstep: Class 10 contains 82932 members 
Mstep: Class 11 contains 90851 members 
Mstep: Class 12 contains 13263 members 
Mstep: Class 13 contains 49267 members 
Mstep: Class 14 contains 48345 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 21303 members 
Mstep: Class 17 contains 1226 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79505 members 
Mstep: Class 21 contains 15295 members 
Mstep: Class 22 contains 44760 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 32670 members 
Mstep: Class 27 contains 3352 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854784.000000 Penalty: 16906.982422
Iteration 148Q: 29 clusters Score -3.585478e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 60756 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3444 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18574 members 
Mstep: Class 10 contains 82979 members 
Mstep: Class 11 contains 90761 members 
Mstep: Class 12 contains 12928 members 
Mstep: Class 13 contains 49108 members 
Mstep: Class 14 contains 48481 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 21313 members 
Mstep: Class 17 contains 1245 members 
Mstep: Class 18 contains 2124 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79395 members 
Mstep: Class 21 contains 15617 members 
Mstep: Class 22 contains 45093 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 32582 members 
Mstep: Class 27 contains 3397 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854824.000000 Penalty: 16906.982422
Iteration 149Q: 29 clusters Score -3.585482e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 60863 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3440 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18574 members 
Mstep: Class 10 contains 83063 members 
Mstep: Class 11 contains 90624 members 
Mstep: Class 12 contains 12611 members 
Mstep: Class 13 contains 48977 members 
Mstep: Class 14 contains 48577 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 21334 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79265 members 
Mstep: Class 21 contains 15935 members 
Mstep: Class 22 contains 45441 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 32484 members 
Mstep: Class 27 contains 3452 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854636.000000 Penalty: 16906.982422
Iteration 150Q: 29 clusters Score -3.585464e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 60956 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3441 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18572 members 
Mstep: Class 10 contains 83116 members 
Mstep: Class 11 contains 90489 members 
Mstep: Class 12 contains 12324 members 
Mstep: Class 13 contains 48867 members 
Mstep: Class 14 contains 48645 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 21359 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 1862 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79179 members 
Mstep: Class 21 contains 16277 members 
Mstep: Class 22 contains 45816 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 32365 members 
Mstep: Class 27 contains 3491 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854692.000000 Penalty: 16906.982422
Iteration 151Q: 29 clusters Score -3.585469e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 61058 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3440 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18570 members 
Mstep: Class 10 contains 83103 members 
Mstep: Class 11 contains 90316 members 
Mstep: Class 12 contains 12133 members 
Mstep: Class 13 contains 48765 members 
Mstep: Class 14 contains 48693 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 21372 members 
Mstep: Class 17 contains 1269 members 
Mstep: Class 18 contains 1667 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79079 members 
Mstep: Class 21 contains 16615 members 
Mstep: Class 22 contains 46284 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 32229 members 
Mstep: Class 27 contains 3525 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854756.000000 Penalty: 16906.982422
Iteration 152Q: 29 clusters Score -3.585476e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 61165 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3441 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18569 members 
Mstep: Class 10 contains 83087 members 
Mstep: Class 11 contains 90192 members 
Mstep: Class 12 contains 11922 members 
Mstep: Class 13 contains 48676 members 
Mstep: Class 14 contains 48683 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 21393 members 
Mstep: Class 17 contains 1270 members 
Mstep: Class 18 contains 1455 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78904 members 
Mstep: Class 21 contains 17000 members 
Mstep: Class 22 contains 46819 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 32094 members 
Mstep: Class 27 contains 3562 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854952.000000 Penalty: 16906.982422
Iteration 153Q: 29 clusters Score -3.585495e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 61268 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18571 members 
Mstep: Class 10 contains 83100 members 
Mstep: Class 11 contains 90164 members 
Mstep: Class 12 contains 11678 members 
Mstep: Class 13 contains 48600 members 
Mstep: Class 14 contains 48655 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 21411 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 1243 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78572 members 
Mstep: Class 21 contains 17403 members 
Mstep: Class 22 contains 47413 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 31959 members 
Mstep: Class 27 contains 3597 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855008.000000 Penalty: 16906.982422
Iteration 154Q: 29 clusters Score -3.585501e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 61371 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3444 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18570 members 
Mstep: Class 10 contains 83140 members 
Mstep: Class 11 contains 90062 members 
Mstep: Class 12 contains 11407 members 
Mstep: Class 13 contains 48537 members 
Mstep: Class 14 contains 48684 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 21423 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 1055 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78153 members 
Mstep: Class 21 contains 17813 members 
Mstep: Class 22 contains 48125 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 31771 members 
Mstep: Class 27 contains 3631 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855060.000000 Penalty: 16906.982422
Iteration 155Q: 29 clusters Score -3.585506e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 61478 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3441 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18571 members 
Mstep: Class 10 contains 83143 members 
Mstep: Class 11 contains 89994 members 
Mstep: Class 12 contains 11149 members 
Mstep: Class 13 contains 48478 members 
Mstep: Class 14 contains 48644 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 21430 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 77772 members 
Mstep: Class 21 contains 18228 members 
Mstep: Class 22 contains 48926 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 31501 members 
Mstep: Class 27 contains 3668 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855160.000000 Penalty: 16906.982422
Iteration 156Q: 29 clusters Score -3.585516e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 61599 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18572 members 
Mstep: Class 10 contains 83208 members 
Mstep: Class 11 contains 89919 members 
Mstep: Class 12 contains 10915 members 
Mstep: Class 13 contains 48417 members 
Mstep: Class 14 contains 48561 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21446 members 
Mstep: Class 17 contains 1262 members 
Mstep: Class 18 contains 689 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 77294 members 
Mstep: Class 21 contains 18677 members 
Mstep: Class 22 contains 49891 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 31098 members 
Mstep: Class 27 contains 3699 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 500.990356 but Gain 603.820312
Score: -35855428.000000 Penalty: 16303.162109
Iteration 157Q: 28 clusters Score -3.585543e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 61730 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3438 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18568 members 
Mstep: Class 10 contains 83147 members 
Mstep: Class 11 contains 89802 members 
Mstep: Class 12 contains 10675 members 
Mstep: Class 13 contains 48399 members 
Mstep: Class 14 contains 48442 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21463 members 
Mstep: Class 17 contains 1262 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76884 members 
Mstep: Class 21 contains 19113 members 
Mstep: Class 22 contains 51580 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 30587 members 
Mstep: Class 27 contains 3737 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35856200.000000 Penalty: 16303.162109
Iteration 158Q: 28 clusters Score -3.58562e+07 nChanged 3715
Entering ConstructFrom: 
Score: -35856200.000000 Penalty: 16303.162109
Entering ConstructFrom: 
Trying to split cluster 1 (7311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Entering Unmasked Estep 
Score: -453165.937500 Penalty: 404.819672
	Iteration 0F: 2 clusters Score -453165.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -448292.406250 Penalty: 809.639343
	Iteration 0F: 3 clusters Score -448292.4 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -450340.843750 Penalty: 809.639343
	Iteration 1F: 3 clusters Score -450340.8 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -450849.031250 Penalty: 809.639343
	Iteration 2F: 3 clusters Score -450849 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -451554.000000 Penalty: 809.639343
	Iteration 3F: 3 clusters Score -451554 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -452176.500000 Penalty: 809.639343
	Iteration 4F: 3 clusters Score -452176.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -452569.000000 Penalty: 809.639343
	Iteration 5F: 3 clusters Score -452569 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -452767.406250 Penalty: 809.639343
	Iteration 6Q: 3 clusters Score -452767.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -452857.312500 Penalty: 809.639343
	Iteration 7Q: 3 clusters Score -452857.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -452901.406250 Penalty: 809.639343
	Iteration 8Q: 3 clusters Score -452901.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -452926.156250 Penalty: 809.639343
	Iteration 9Q: 3 clusters Score -452926.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -452943.218750 Penalty: 809.639343
	Iteration 10Q: 3 clusters Score -452943.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -452951.531250 Penalty: 809.639343
	Iteration 11Q: 3 clusters Score -452951.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -452961.562500 Penalty: 809.639343
	Iteration 12Q: 3 clusters Score -452961.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -452965.156250 Penalty: 809.639343
	Iteration 13Q: 3 clusters Score -452965.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -452967.906250 Penalty: 809.639343
	Iteration 14Q: 3 clusters Score -452967.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -452971.843750 Penalty: 809.639343
	Iteration 15Q: 3 clusters Score -452971.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -452978.968750 Penalty: 809.639343
	Iteration 16Q: 3 clusters Score -452979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -452981.187500 Penalty: 809.639343
	Iteration 17Q: 3 clusters Score -452981.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -452982.593750 Penalty: 809.639343
	Iteration 18Q: 3 clusters Score -452982.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -452985.187500 Penalty: 809.639343
	Iteration 19Q: 3 clusters Score -452985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -452985.843750 Penalty: 809.639343
	Iteration 20F: 3 clusters Score -452985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -452985.343750 Penalty: 809.639343
	Iteration 21Q: 3 clusters Score -452985.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -452985.343750 Penalty: 809.639343
	Iteration 22F: 3 clusters Score -452985.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -39346.425781 Penalty: 299.921173
	Iteration 0F: 2 clusters Score -39346.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -38712.500000 Penalty: 599.842346
	Iteration 0F: 3 clusters Score -38712.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -38978.078125 Penalty: 599.842346
	Iteration 1F: 3 clusters Score -38978.08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -39073.433594 Penalty: 599.842346
	Iteration 2F: 3 clusters Score -39073.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -39134.105469 Penalty: 599.842346
	Iteration 3F: 3 clusters Score -39134.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -39165.933594 Penalty: 599.842346
	Iteration 4Q: 3 clusters Score -39165.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -39197.695312 Penalty: 599.842346
	Iteration 5Q: 3 clusters Score -39197.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -39220.339844 Penalty: 599.842346
	Iteration 6Q: 3 clusters Score -39220.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -39229.550781 Penalty: 599.842346
	Iteration 7Q: 3 clusters Score -39229.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -39232.738281 Penalty: 599.842346
	Iteration 8Q: 3 clusters Score -39232.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39235.085938 Penalty: 599.842346
	Iteration 9Q: 3 clusters Score -39235.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -39236.742188 Penalty: 599.842346
	Iteration 10Q: 3 clusters Score -39236.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39238.828125 Penalty: 599.842346
	Iteration 11Q: 3 clusters Score -39238.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -39240.625000 Penalty: 599.842346
	Iteration 12Q: 3 clusters Score -39240.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39240.710938 Penalty: 599.842346
	Iteration 13Q: 3 clusters Score -39240.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39240.710938 Penalty: 599.842346
	Iteration 14F: 3 clusters Score -39240.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -5964.751953 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -5964.752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5757.150879 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -5757.151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5792.034668 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5792.035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5805.438965 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -5805.439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5810.493164 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -5810.493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5815.730469 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -5815.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5816.250977 Penalty: 422.639587
	Iteration 5Q: 3 clusters Score -5816.251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5816.250977 Penalty: 422.639587
	Iteration 6F: 3 clusters Score -5816.251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -31364.380859 Penalty: 291.136078
	Iteration 0F: 2 clusters Score -31364.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -30855.322266 Penalty: 582.272156
	Iteration 0F: 3 clusters Score -30855.32 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31111.490234 Penalty: 582.272156
	Iteration 1F: 3 clusters Score -31111.49 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31223.638672 Penalty: 582.272156
	Iteration 2F: 3 clusters Score -31223.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31253.976562 Penalty: 582.272156
	Iteration 3F: 3 clusters Score -31253.98 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: -31269.365234 Penalty: 582.272156
	Iteration 4Q: 3 clusters Score -31269.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31279.632812 Penalty: 582.272156
	Iteration 5Q: 3 clusters Score -31279.63 nChanged 10
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: -31289.582031 Penalty: 582.272156
	Iteration 6Q: 3 clusters Score -31289.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31309.742188 Penalty: 582.272156
	Iteration 7Q: 3 clusters Score -31309.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31319.576172 Penalty: 582.272156
	Iteration 8Q: 3 clusters Score -31319.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31346.343750 Penalty: 582.272156
	Iteration 9Q: 3 clusters Score -31346.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31370.099609 Penalty: 582.272156
	Iteration 10Q: 3 clusters Score -31370.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31408.484375 Penalty: 582.272156
	Iteration 11Q: 3 clusters Score -31408.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31445.224609 Penalty: 582.272156
	Iteration 12Q: 3 clusters Score -31445.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31459.986328 Penalty: 582.272156
	Iteration 13Q: 3 clusters Score -31459.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31470.406250 Penalty: 582.272156
	Iteration 14Q: 3 clusters Score -31470.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31472.150391 Penalty: 582.272156
	Iteration 15Q: 3 clusters Score -31472.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31473.316406 Penalty: 582.272156
	Iteration 16Q: 3 clusters Score -31473.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31473.781250 Penalty: 582.272156
	Iteration 17Q: 3 clusters Score -31473.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31474.638672 Penalty: 582.272156
	Iteration 18Q: 3 clusters Score -31474.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31475.611328 Penalty: 582.272156
	Iteration 19Q: 3 clusters Score -31475.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31476.064453 Penalty: 582.272156
	Iteration 20F: 3 clusters Score -31476.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31476.919922 Penalty: 582.272156
	Iteration 21Q: 3 clusters Score -31476.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31477.476562 Penalty: 582.272156
	Iteration 22Q: 3 clusters Score -31477.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31477.476562 Penalty: 582.272156
	Iteration 23F: 3 clusters Score -31477.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 420 members 
Mstep: Class 5 contains 61864 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3438 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18567 members 
Mstep: Class 10 contains 83150 members 
Mstep: Class 11 contains 89700 members 
Mstep: Class 12 contains 10434 members 
Mstep: Class 13 contains 48325 members 
Mstep: Class 14 contains 48342 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21481 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76043 members 
Mstep: Class 21 contains 19516 members 
Mstep: Class 22 contains 52969 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 30090 members 
Mstep: Class 27 contains 3777 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
Score: -35855552.000000 Penalty: 16906.982422
Splitting cluster 4 changes total score from -35856200.000000 to -35855552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (61864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Entering Unmasked Estep 
Score: -3686328.500000 Penalty: 501.987579
	Iteration 0F: 2 clusters Score -3686328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -3644609.250000 Penalty: 1003.975159
	Iteration 0F: 3 clusters Score -3644609 nChanged 30179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -3663009.500000 Penalty: 1003.975159
	Iteration 1F: 3 clusters Score -3663010 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -3664615.250000 Penalty: 1003.975159
	Iteration 2F: 3 clusters Score -3664615 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -3667287.250000 Penalty: 1003.975159
	Iteration 3F: 3 clusters Score -3667287 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -3671047.000000 Penalty: 1003.975159
	Iteration 4F: 3 clusters Score -3671047 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3675084.000000 Penalty: 1003.975159
	Iteration 5F: 3 clusters Score -3675084 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3678417.500000 Penalty: 1003.975159
	Iteration 6F: 3 clusters Score -3678418 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -3680787.250000 Penalty: 1003.975159
	Iteration 7Q: 3 clusters Score -3680787 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -3682366.750000 Penalty: 1003.975159
	Iteration 8Q: 3 clusters Score -3682367 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3683540.500000 Penalty: 1003.975159
	Iteration 9Q: 3 clusters Score -3683540 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3684377.500000 Penalty: 1003.975159
	Iteration 10Q: 3 clusters Score -3684378 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3685008.500000 Penalty: 1003.975159
	Iteration 11Q: 3 clusters Score -3685008 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60816 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3685401.000000 Penalty: 1003.975159
	Iteration 12Q: 3 clusters Score -3685401 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61166 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3685629.500000 Penalty: 1003.975159
	Iteration 13Q: 3 clusters Score -3685630 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3685753.750000 Penalty: 1003.975159
	Iteration 14Q: 3 clusters Score -3685754 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3685833.250000 Penalty: 1003.975159
	Iteration 15Q: 3 clusters Score -3685833 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61533 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3685887.750000 Penalty: 1003.975159
	Iteration 16Q: 3 clusters Score -3685888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3685919.000000 Penalty: 1003.975159
	Iteration 17Q: 3 clusters Score -3685919 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3685956.000000 Penalty: 1003.975159
	Iteration 18Q: 3 clusters Score -3685956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3686015.250000 Penalty: 1003.975159
	Iteration 19Q: 3 clusters Score -3686015 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61619 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3686071.750000 Penalty: 1003.975159
	Iteration 20F: 3 clusters Score -3686072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61616 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3686116.250000 Penalty: 1003.975159
	Iteration 21Q: 3 clusters Score -3686116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61611 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3686182.250000 Penalty: 1003.975159
	Iteration 22Q: 3 clusters Score -3686182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61578 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3686245.500000 Penalty: 1003.975159
	Iteration 23Q: 3 clusters Score -3686246 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3686323.250000 Penalty: 1003.975159
	Iteration 24Q: 3 clusters Score -3686323 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3686379.750000 Penalty: 1003.975159
	Iteration 25Q: 3 clusters Score -3686380 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3686435.750000 Penalty: 1003.975159
	Iteration 26Q: 3 clusters Score -3686436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61370 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3686455.750000 Penalty: 1003.975159
	Iteration 27Q: 3 clusters Score -3686456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61345 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3686461.250000 Penalty: 1003.975159
	Iteration 28Q: 3 clusters Score -3686461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3686466.250000 Penalty: 1003.975159
	Iteration 29Q: 3 clusters Score -3686466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3686468.500000 Penalty: 1003.975159
	Iteration 30Q: 3 clusters Score -3686468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61311 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3686467.750000 Penalty: 1003.975159
	Iteration 31Q: 3 clusters Score -3686468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61307 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3686467.000000 Penalty: 1003.975159
	Iteration 32Q: 3 clusters Score -3686467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3686467.500000 Penalty: 1003.975159
	Iteration 33Q: 3 clusters Score -3686468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61305 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3686468.000000 Penalty: 1003.975159
	Iteration 34Q: 3 clusters Score -3686468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61305 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3686530.500000 Penalty: 1003.975159
	Iteration 35F: 3 clusters Score -3686530 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61218 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3686607.250000 Penalty: 1003.975159
	Iteration 36Q: 3 clusters Score -3686607 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61134 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3686668.750000 Penalty: 1003.975159
	Iteration 37Q: 3 clusters Score -3686669 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61055 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3686716.250000 Penalty: 1003.975159
	Iteration 38Q: 3 clusters Score -3686716 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3686741.250000 Penalty: 1003.975159
	Iteration 39Q: 3 clusters Score -3686741 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60920 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3686767.500000 Penalty: 1003.975159
	Iteration 40F: 3 clusters Score -3686768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3686774.000000 Penalty: 1003.975159
	Iteration 41Q: 3 clusters Score -3686774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3686787.750000 Penalty: 1003.975159
	Iteration 42Q: 3 clusters Score -3686788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3686791.750000 Penalty: 1003.975159
	Iteration 43Q: 3 clusters Score -3686792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60770 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3686801.250000 Penalty: 1003.975159
	Iteration 44Q: 3 clusters Score -3686801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3686804.750000 Penalty: 1003.975159
	Iteration 45Q: 3 clusters Score -3686805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3686801.000000 Penalty: 1003.975159
	Iteration 46Q: 3 clusters Score -3686801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3686803.500000 Penalty: 1003.975159
	Iteration 47Q: 3 clusters Score -3686804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3686803.500000 Penalty: 1003.975159
	Iteration 48Q: 3 clusters Score -3686804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3686805.000000 Penalty: 1003.975159
	Iteration 49Q: 3 clusters Score -3686805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60680 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3686807.500000 Penalty: 1003.975159
	Iteration 50Q: 3 clusters Score -3686808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3686803.500000 Penalty: 1003.975159
	Iteration 51Q: 3 clusters Score -3686804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60674 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3686804.250000 Penalty: 1003.975159
	Iteration 52Q: 3 clusters Score -3686804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3686804.000000 Penalty: 1003.975159
	Iteration 53Q: 3 clusters Score -3686804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3686809.000000 Penalty: 1003.975159
	Iteration 54Q: 3 clusters Score -3686809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3686805.750000 Penalty: 1003.975159
	Iteration 55Q: 3 clusters Score -3686806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3686804.250000 Penalty: 1003.975159
	Iteration 56Q: 3 clusters Score -3686804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3686806.750000 Penalty: 1003.975159
	Iteration 57Q: 3 clusters Score -3686807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3686808.250000 Penalty: 1003.975159
	Iteration 58Q: 3 clusters Score -3686808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3686805.750000 Penalty: 1003.975159
	Iteration 59Q: 3 clusters Score -3686806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3686805.750000 Penalty: 1003.975159
	Iteration 60F: 3 clusters Score -3686806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3686810.000000 Penalty: 1003.975159
	Iteration 61Q: 3 clusters Score -3686810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60653 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3686809.000000 Penalty: 1003.975159
	Iteration 62Q: 3 clusters Score -3686809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60651 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3686811.000000 Penalty: 1003.975159
	Iteration 63Q: 3 clusters Score -3686811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3686814.750000 Penalty: 1003.975159
	Iteration 64Q: 3 clusters Score -3686815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3686814.500000 Penalty: 1003.975159
	Iteration 65Q: 3 clusters Score -3686814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60642 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3686814.500000 Penalty: 1003.975159
	Iteration 66Q: 3 clusters Score -3686814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60642 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3686814.500000 Penalty: 1003.975159
	Iteration 67F: 3 clusters Score -3686814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 60642 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3438 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18567 members 
Mstep: Class 10 contains 83150 members 
Mstep: Class 11 contains 89700 members 
Mstep: Class 12 contains 10434 members 
Mstep: Class 13 contains 48325 members 
Mstep: Class 14 contains 48342 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21481 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76043 members 
Mstep: Class 21 contains 19516 members 
Mstep: Class 22 contains 52969 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 30090 members 
Mstep: Class 27 contains 3777 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
Score: -35855936.000000 Penalty: 16906.982422
Splitting cluster 5 changes total score from -35856200.000000 to -35855936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -18173.798828 Penalty: 260.719543
	Iteration 0F: 2 clusters Score -18173.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17817.455078 Penalty: 521.439087
	Iteration 0F: 3 clusters Score -17817.46 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17888.677734 Penalty: 521.439087
	Iteration 1F: 3 clusters Score -17888.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17909.824219 Penalty: 521.439087
	Iteration 2F: 3 clusters Score -17909.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17925.007812 Penalty: 521.439087
	Iteration 3Q: 3 clusters Score -17925.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17934.972656 Penalty: 521.439087
	Iteration 4Q: 3 clusters Score -17934.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17940.533203 Penalty: 521.439087
	Iteration 5Q: 3 clusters Score -17940.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17945.787109 Penalty: 521.439087
	Iteration 6Q: 3 clusters Score -17945.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17946.841797 Penalty: 521.439087
	Iteration 7Q: 3 clusters Score -17946.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17947.816406 Penalty: 521.439087
	Iteration 8Q: 3 clusters Score -17947.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17948.865234 Penalty: 521.439087
	Iteration 9Q: 3 clusters Score -17948.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17948.865234 Penalty: 521.439087
	Iteration 10F: 3 clusters Score -17948.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Entering Unmasked Estep 
Score: -195404.578125 Penalty: 370.490356
	Iteration 0F: 2 clusters Score -195404.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -192968.687500 Penalty: 740.980713
	Iteration 0F: 3 clusters Score -192968.7 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -193998.406250 Penalty: 740.980713
	Iteration 1F: 3 clusters Score -193998.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -194207.265625 Penalty: 740.980713
	Iteration 2F: 3 clusters Score -194207.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -194376.968750 Penalty: 740.980713
	Iteration 3F: 3 clusters Score -194377 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -194557.265625 Penalty: 740.980713
	Iteration 4F: 3 clusters Score -194557.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -194683.546875 Penalty: 740.980713
	Iteration 5Q: 3 clusters Score -194683.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -194759.531250 Penalty: 740.980713
	Iteration 6Q: 3 clusters Score -194759.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -194788.328125 Penalty: 740.980713
	Iteration 7Q: 3 clusters Score -194788.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -194805.609375 Penalty: 740.980713
	Iteration 8Q: 3 clusters Score -194805.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -194815.234375 Penalty: 740.980713
	Iteration 9Q: 3 clusters Score -194815.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -194821.515625 Penalty: 740.980713
	Iteration 10Q: 3 clusters Score -194821.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -194826.062500 Penalty: 740.980713
	Iteration 11Q: 3 clusters Score -194826.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -194830.234375 Penalty: 740.980713
	Iteration 12Q: 3 clusters Score -194830.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -194834.750000 Penalty: 740.980713
	Iteration 13Q: 3 clusters Score -194834.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -194841.093750 Penalty: 740.980713
	Iteration 14Q: 3 clusters Score -194841.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -194845.843750 Penalty: 740.980713
	Iteration 15Q: 3 clusters Score -194845.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -194848.203125 Penalty: 740.980713
	Iteration 16Q: 3 clusters Score -194848.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -194849.312500 Penalty: 740.980713
	Iteration 17Q: 3 clusters Score -194849.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -194850.953125 Penalty: 740.980713
	Iteration 18Q: 3 clusters Score -194851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -194852.015625 Penalty: 740.980713
	Iteration 19Q: 3 clusters Score -194852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -194852.390625 Penalty: 740.980713
	Iteration 20F: 3 clusters Score -194852.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -194852.937500 Penalty: 740.980713
	Iteration 21Q: 3 clusters Score -194852.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -194853.421875 Penalty: 740.980713
	Iteration 22Q: 3 clusters Score -194853.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -194854.203125 Penalty: 740.980713
	Iteration 23Q: 3 clusters Score -194854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -194855.078125 Penalty: 740.980713
	Iteration 24Q: 3 clusters Score -194855.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -194857.171875 Penalty: 740.980713
	Iteration 25Q: 3 clusters Score -194857.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -194859.109375 Penalty: 740.980713
	Iteration 26Q: 3 clusters Score -194859.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -194860.734375 Penalty: 740.980713
	Iteration 27Q: 3 clusters Score -194860.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -194863.734375 Penalty: 740.980713
	Iteration 28Q: 3 clusters Score -194863.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -194867.687500 Penalty: 740.980713
	Iteration 29Q: 3 clusters Score -194867.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -194870.468750 Penalty: 740.980713
	Iteration 30Q: 3 clusters Score -194870.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -194873.203125 Penalty: 740.980713
	Iteration 31Q: 3 clusters Score -194873.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -194876.125000 Penalty: 740.980713
	Iteration 32Q: 3 clusters Score -194876.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -194878.046875 Penalty: 740.980713
	Iteration 33Q: 3 clusters Score -194878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -194880.390625 Penalty: 740.980713
	Iteration 34Q: 3 clusters Score -194880.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -194884.015625 Penalty: 740.980713
	Iteration 35Q: 3 clusters Score -194884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -194888.781250 Penalty: 740.980713
	Iteration 36Q: 3 clusters Score -194888.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -194897.234375 Penalty: 740.980713
	Iteration 37Q: 3 clusters Score -194897.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -194907.375000 Penalty: 740.980713
	Iteration 38Q: 3 clusters Score -194907.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -194914.578125 Penalty: 740.980713
	Iteration 39Q: 3 clusters Score -194914.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -194925.781250 Penalty: 740.980713
	Iteration 40F: 3 clusters Score -194925.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -194935.703125 Penalty: 740.980713
	Iteration 41Q: 3 clusters Score -194935.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -194948.593750 Penalty: 740.980713
	Iteration 42Q: 3 clusters Score -194948.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -194963.718750 Penalty: 740.980713
	Iteration 43Q: 3 clusters Score -194963.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -194983.984375 Penalty: 740.980713
	Iteration 44Q: 3 clusters Score -194984 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -195001.234375 Penalty: 740.980713
	Iteration 45Q: 3 clusters Score -195001.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -195028.359375 Penalty: 740.980713
	Iteration 46Q: 3 clusters Score -195028.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -195061.500000 Penalty: 740.980713
	Iteration 47Q: 3 clusters Score -195061.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -195097.781250 Penalty: 740.980713
	Iteration 48Q: 3 clusters Score -195097.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -195133.234375 Penalty: 740.980713
	Iteration 49Q: 3 clusters Score -195133.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -195163.812500 Penalty: 740.980713
	Iteration 50Q: 3 clusters Score -195163.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -195185.296875 Penalty: 740.980713
	Iteration 51Q: 3 clusters Score -195185.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -195197.203125 Penalty: 740.980713
	Iteration 52Q: 3 clusters Score -195197.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -195207.875000 Penalty: 740.980713
	Iteration 53Q: 3 clusters Score -195207.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -195215.218750 Penalty: 740.980713
	Iteration 54Q: 3 clusters Score -195215.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -195222.796875 Penalty: 740.980713
	Iteration 55Q: 3 clusters Score -195222.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -195229.546875 Penalty: 740.980713
	Iteration 56Q: 3 clusters Score -195229.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -195233.062500 Penalty: 740.980713
	Iteration 57Q: 3 clusters Score -195233.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -195236.296875 Penalty: 740.980713
	Iteration 58Q: 3 clusters Score -195236.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -195240.812500 Penalty: 740.980713
	Iteration 59Q: 3 clusters Score -195240.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -195245.312500 Penalty: 740.980713
	Iteration 60F: 3 clusters Score -195245.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -195247.203125 Penalty: 740.980713
	Iteration 61Q: 3 clusters Score -195247.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -195248.296875 Penalty: 740.980713
	Iteration 62Q: 3 clusters Score -195248.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -195248.984375 Penalty: 740.980713
	Iteration 63Q: 3 clusters Score -195249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -195249.312500 Penalty: 740.980713
	Iteration 64Q: 3 clusters Score -195249.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -195249.531250 Penalty: 740.980713
	Iteration 65Q: 3 clusters Score -195249.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -195249.421875 Penalty: 740.980713
	Iteration 66Q: 3 clusters Score -195249.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -195249.656250 Penalty: 740.980713
	Iteration 67Q: 3 clusters Score -195249.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -195249.703125 Penalty: 740.980713
	Iteration 68Q: 3 clusters Score -195249.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -195249.796875 Penalty: 740.980713
	Iteration 69Q: 3 clusters Score -195249.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -195250.015625 Penalty: 740.980713
	Iteration 70Q: 3 clusters Score -195250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -195249.921875 Penalty: 740.980713
	Iteration 71Q: 3 clusters Score -195249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -195250.562500 Penalty: 740.980713
	Iteration 72Q: 3 clusters Score -195250.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -195250.078125 Penalty: 740.980713
	Iteration 73Q: 3 clusters Score -195250.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -195250.078125 Penalty: 740.980713
	Iteration 74F: 3 clusters Score -195250.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -13241.188477 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -13241.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12941.263672 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -12941.26 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13001.348633 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -13001.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13014.954102 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -13014.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13023.920898 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -13023.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13029.583984 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -13029.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13030.532227 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -13030.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13030.532227 Penalty: 490.820129
	Iteration 6F: 3 clusters Score -13030.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Entering Unmasked Estep 
Score: -1157626.000000 Penalty: 447.225891
	Iteration 0F: 2 clusters Score -1157626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1145213.750000 Penalty: 894.451782
	Iteration 0F: 3 clusters Score -1145214 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1150598.625000 Penalty: 894.451782
	Iteration 1F: 3 clusters Score -1150599 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1150969.500000 Penalty: 894.451782
	Iteration 2F: 3 clusters Score -1150970 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1151482.375000 Penalty: 894.451782
	Iteration 3F: 3 clusters Score -1151482 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1152244.375000 Penalty: 894.451782
	Iteration 4F: 3 clusters Score -1152244 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1153266.375000 Penalty: 894.451782
	Iteration 5F: 3 clusters Score -1153266 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1154400.750000 Penalty: 894.451782
	Iteration 6F: 3 clusters Score -1154401 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1155321.875000 Penalty: 894.451782
	Iteration 7F: 3 clusters Score -1155322 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1155893.875000 Penalty: 894.451782
	Iteration 8Q: 3 clusters Score -1155894 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1156258.750000 Penalty: 894.451782
	Iteration 9Q: 3 clusters Score -1156259 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1156529.000000 Penalty: 894.451782
	Iteration 10Q: 3 clusters Score -1156529 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -1156750.250000 Penalty: 894.451782
	Iteration 11Q: 3 clusters Score -1156750 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1156918.875000 Penalty: 894.451782
	Iteration 12Q: 3 clusters Score -1156919 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -1157002.125000 Penalty: 894.451782
	Iteration 13Q: 3 clusters Score -1157002 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -1157072.250000 Penalty: 894.451782
	Iteration 14Q: 3 clusters Score -1157072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1157125.250000 Penalty: 894.451782
	Iteration 15Q: 3 clusters Score -1157125 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -1157151.125000 Penalty: 894.451782
	Iteration 16Q: 3 clusters Score -1157151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -1157172.750000 Penalty: 894.451782
	Iteration 17Q: 3 clusters Score -1157173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -1157185.750000 Penalty: 894.451782
	Iteration 18Q: 3 clusters Score -1157186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -1157210.125000 Penalty: 894.451782
	Iteration 19Q: 3 clusters Score -1157210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -1157220.000000 Penalty: 894.451782
	Iteration 20F: 3 clusters Score -1157220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -1157227.000000 Penalty: 894.451782
	Iteration 21Q: 3 clusters Score -1157227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -1157232.750000 Penalty: 894.451782
	Iteration 22Q: 3 clusters Score -1157233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -1157236.000000 Penalty: 894.451782
	Iteration 23Q: 3 clusters Score -1157236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -1157237.125000 Penalty: 894.451782
	Iteration 24Q: 3 clusters Score -1157237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -1157239.250000 Penalty: 894.451782
	Iteration 25Q: 3 clusters Score -1157239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -1157239.250000 Penalty: 894.451782
	Iteration 26F: 3 clusters Score -1157239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (83150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83150 members 
Entering Unmasked Estep 
Score: -5402580.000000 Penalty: 515.442261
	Iteration 0F: 2 clusters Score -5402580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -5348053.000000 Penalty: 1030.884521
	Iteration 0F: 3 clusters Score -5348053 nChanged 40479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -5374221.500000 Penalty: 1030.884521
	Iteration 1F: 3 clusters Score -5374222 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -5377269.000000 Penalty: 1030.884521
	Iteration 2F: 3 clusters Score -5377269 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -5383240.500000 Penalty: 1030.884521
	Iteration 3F: 3 clusters Score -5383240 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -5392088.000000 Penalty: 1030.884521
	Iteration 4F: 3 clusters Score -5392088 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
Score: -5398720.000000 Penalty: 1030.884521
	Iteration 5F: 3 clusters Score -5398720 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -5401519.000000 Penalty: 1030.884521
	Iteration 6F: 3 clusters Score -5401519 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -5403048.000000 Penalty: 1030.884521
	Iteration 7Q: 3 clusters Score -5403048 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -5404021.000000 Penalty: 1030.884521
	Iteration 8Q: 3 clusters Score -5404021 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
Score: -5404591.500000 Penalty: 1030.884521
	Iteration 9Q: 3 clusters Score -5404592 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -5404941.000000 Penalty: 1030.884521
	Iteration 10Q: 3 clusters Score -5404941 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -5405063.000000 Penalty: 1030.884521
	Iteration 11Q: 3 clusters Score -5405063 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -5405088.000000 Penalty: 1030.884521
	Iteration 12Q: 3 clusters Score -5405088 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 55197 members 
Entering Unmasked Estep 
Score: -5405084.000000 Penalty: 1030.884521
	Iteration 13Q: 3 clusters Score -5405084 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -5405069.500000 Penalty: 1030.884521
	Iteration 14Q: 3 clusters Score -5405070 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -5405051.500000 Penalty: 1030.884521
	Iteration 15Q: 3 clusters Score -5405052 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -5405046.500000 Penalty: 1030.884521
	Iteration 16Q: 3 clusters Score -5405046 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -5405044.500000 Penalty: 1030.884521
	Iteration 17Q: 3 clusters Score -5405044 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -5405035.000000 Penalty: 1030.884521
	Iteration 18Q: 3 clusters Score -5405035 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -5405013.500000 Penalty: 1030.884521
	Iteration 19Q: 3 clusters Score -5405014 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -5405015.500000 Penalty: 1030.884521
	Iteration 20F: 3 clusters Score -5405016 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -5404975.000000 Penalty: 1030.884521
	Iteration 21Q: 3 clusters Score -5404975 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -5404926.500000 Penalty: 1030.884521
	Iteration 22Q: 3 clusters Score -5404926 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -5404935.000000 Penalty: 1030.884521
	Iteration 23Q: 3 clusters Score -5404935 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -5404969.000000 Penalty: 1030.884521
	Iteration 24Q: 3 clusters Score -5404969 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -5404978.000000 Penalty: 1030.884521
	Iteration 25Q: 3 clusters Score -5404978 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -5404961.000000 Penalty: 1030.884521
	Iteration 26Q: 3 clusters Score -5404961 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -5404963.000000 Penalty: 1030.884521
	Iteration 27Q: 3 clusters Score -5404963 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -5404940.500000 Penalty: 1030.884521
	Iteration 28Q: 3 clusters Score -5404940 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -5404931.500000 Penalty: 1030.884521
	Iteration 29Q: 3 clusters Score -5404932 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -5404941.500000 Penalty: 1030.884521
	Iteration 30Q: 3 clusters Score -5404942 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -5404936.500000 Penalty: 1030.884521
	Iteration 31Q: 3 clusters Score -5404936 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -5404937.500000 Penalty: 1030.884521
	Iteration 32Q: 3 clusters Score -5404938 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -5404944.500000 Penalty: 1030.884521
	Iteration 33Q: 3 clusters Score -5404944 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -5404948.000000 Penalty: 1030.884521
	Iteration 34Q: 3 clusters Score -5404948 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -5404933.500000 Penalty: 1030.884521
	Iteration 35Q: 3 clusters Score -5404934 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -5404913.500000 Penalty: 1030.884521
	Iteration 36Q: 3 clusters Score -5404914 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -5404914.500000 Penalty: 1030.884521
	Iteration 37Q: 3 clusters Score -5404914 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -5404910.000000 Penalty: 1030.884521
	Iteration 38Q: 3 clusters Score -5404910 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -5404897.000000 Penalty: 1030.884521
	Iteration 39Q: 3 clusters Score -5404897 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -5404901.000000 Penalty: 1030.884521
	Iteration 40F: 3 clusters Score -5404901 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -5404899.500000 Penalty: 1030.884521
	Iteration 41Q: 3 clusters Score -5404900 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -5404906.000000 Penalty: 1030.884521
	Iteration 42Q: 3 clusters Score -5404906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -5404899.500000 Penalty: 1030.884521
	Iteration 43Q: 3 clusters Score -5404900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -5404899.000000 Penalty: 1030.884521
	Iteration 44Q: 3 clusters Score -5404899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -5404891.500000 Penalty: 1030.884521
	Iteration 45Q: 3 clusters Score -5404892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -5404892.500000 Penalty: 1030.884521
	Iteration 46Q: 3 clusters Score -5404892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -5404889.500000 Penalty: 1030.884521
	Iteration 47Q: 3 clusters Score -5404890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -5404893.000000 Penalty: 1030.884521
	Iteration 48Q: 3 clusters Score -5404893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -5404891.000000 Penalty: 1030.884521
	Iteration 49Q: 3 clusters Score -5404891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -5404893.000000 Penalty: 1030.884521
	Iteration 50Q: 3 clusters Score -5404893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -5404893.500000 Penalty: 1030.884521
	Iteration 51Q: 3 clusters Score -5404894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -5404894.500000 Penalty: 1030.884521
	Iteration 52Q: 3 clusters Score -5404894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -5404893.500000 Penalty: 1030.884521
	Iteration 53Q: 3 clusters Score -5404894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -5404893.000000 Penalty: 1030.884521
	Iteration 54Q: 3 clusters Score -5404893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -5404893.000000 Penalty: 1030.884521
	Iteration 55Q: 3 clusters Score -5404893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -5404893.500000 Penalty: 1030.884521
	Iteration 56Q: 3 clusters Score -5404894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -5404893.500000 Penalty: 1030.884521
	Iteration 57F: 3 clusters Score -5404894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 61864 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3438 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18567 members 
Mstep: Class 10 contains 43171 members 
Mstep: Class 11 contains 89700 members 
Mstep: Class 12 contains 10434 members 
Mstep: Class 13 contains 48325 members 
Mstep: Class 14 contains 48342 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21481 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 18 contains 39979 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76043 members 
Mstep: Class 21 contains 19516 members 
Mstep: Class 22 contains 52969 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 30090 members 
Mstep: Class 27 contains 3777 members 
Mstep: Class 28 contains 806 members 
Entering Unmasked Estep 
Score: -35857872.000000 Penalty: 16906.982422
Splitting cluster 10 changes total score from -35856200.000000 to -35857872.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 11 (89700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89700 members 
Entering Unmasked Estep 
Score: -5893134.500000 Penalty: 518.892273
	Iteration 0F: 2 clusters Score -5893134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -5833826.000000 Penalty: 1037.784546
	Iteration 0F: 3 clusters Score -5833826 nChanged 43733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -5861019.000000 Penalty: 1037.784546
	Iteration 1F: 3 clusters Score -5861019 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -5863038.500000 Penalty: 1037.784546
	Iteration 2Q: 3 clusters Score -5863038 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -5866830.500000 Penalty: 1037.784546
	Iteration 3F: 3 clusters Score -5866830 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -5872393.000000 Penalty: 1037.784546
	Iteration 4F: 3 clusters Score -5872393 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -5879770.000000 Penalty: 1037.784546
	Iteration 5F: 3 clusters Score -5879770 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -5885441.500000 Penalty: 1037.784546
	Iteration 6F: 3 clusters Score -5885442 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -5888287.000000 Penalty: 1037.784546
	Iteration 7F: 3 clusters Score -5888287 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -5889575.500000 Penalty: 1037.784546
	Iteration 8Q: 3 clusters Score -5889576 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -5890450.500000 Penalty: 1037.784546
	Iteration 9Q: 3 clusters Score -5890450 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -5890907.000000 Penalty: 1037.784546
	Iteration 10Q: 3 clusters Score -5890907 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -5891289.000000 Penalty: 1037.784546
	Iteration 11Q: 3 clusters Score -5891289 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -5891644.000000 Penalty: 1037.784546
	Iteration 12Q: 3 clusters Score -5891644 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -5891781.000000 Penalty: 1037.784546
	Iteration 13Q: 3 clusters Score -5891781 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -5892015.000000 Penalty: 1037.784546
	Iteration 14Q: 3 clusters Score -5892015 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -5892062.000000 Penalty: 1037.784546
	Iteration 15Q: 3 clusters Score -5892062 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -5892166.500000 Penalty: 1037.784546
	Iteration 16Q: 3 clusters Score -5892166 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -5892364.500000 Penalty: 1037.784546
	Iteration 17Q: 3 clusters Score -5892364 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 65078 members 
Entering Unmasked Estep 
Score: -5892525.500000 Penalty: 1037.784546
	Iteration 18Q: 3 clusters Score -5892526 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 66852 members 
Entering Unmasked Estep 
Score: -5892669.500000 Penalty: 1037.784546
	Iteration 19Q: 3 clusters Score -5892670 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 68724 members 
Entering Unmasked Estep 
Score: -5892852.500000 Penalty: 1037.784546
	Iteration 20F: 3 clusters Score -5892852 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 70463 members 
Entering Unmasked Estep 
Score: -5892989.000000 Penalty: 1037.784546
	Iteration 21Q: 3 clusters Score -5892989 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 72054 members 
Entering Unmasked Estep 
Score: -5893036.500000 Penalty: 1037.784546
	Iteration 22Q: 3 clusters Score -5893036 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 73625 members 
Entering Unmasked Estep 
Score: -5893125.500000 Penalty: 1037.784546
	Iteration 23Q: 3 clusters Score -5893126 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 75111 members 
Entering Unmasked Estep 
Score: -5893161.000000 Penalty: 1037.784546
	Iteration 24Q: 3 clusters Score -5893161 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 76498 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5893574 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 77500 members 
Entering Unmasked Estep 
Score: -5893703.000000 Penalty: 1037.784546
	Iteration 26Q: 3 clusters Score -5893703 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 78334 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5893839 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 79049 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5893930 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -5893969.000000 Penalty: 1037.784546
	Iteration 29Q: 3 clusters Score -5893969 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 80332 members 
Entering Unmasked Estep 
Score: -5894023.500000 Penalty: 1037.784546
	Iteration 30Q: 3 clusters Score -5894024 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 80881 members 
Entering Unmasked Estep 
Score: -5894103.000000 Penalty: 1037.784546
	Iteration 31Q: 3 clusters Score -5894103 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 81382 members 
Entering Unmasked Estep 
Score: -5894135.000000 Penalty: 1037.784546
	Iteration 32Q: 3 clusters Score -5894135 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -5894171.500000 Penalty: 1037.784546
	Iteration 33Q: 3 clusters Score -5894172 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 82277 members 
Entering Unmasked Estep 
Score: -5894212.000000 Penalty: 1037.784546
	Iteration 34Q: 3 clusters Score -5894212 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 82609 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5894224 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 82891 members 
Entering Unmasked Estep 
Score: -5894217.000000 Penalty: 1037.784546
	Iteration 36Q: 3 clusters Score -5894217 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 83187 members 
Entering Unmasked Estep 
Score: -5894213.500000 Penalty: 1037.784546
	Iteration 37Q: 3 clusters Score -5894214 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 83451 members 
Entering Unmasked Estep 
Score: -5894172.500000 Penalty: 1037.784546
	Iteration 38Q: 3 clusters Score -5894172 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 83721 members 
Entering Unmasked Estep 
Score: -5894117.000000 Penalty: 1037.784546
	Iteration 39Q: 3 clusters Score -5894117 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 83986 members 
Entering Unmasked Estep 
Score: -5894088.000000 Penalty: 1037.784546
	Iteration 40F: 3 clusters Score -5894088 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 84233 members 
Entering Unmasked Estep 
Score: -5894083.000000 Penalty: 1037.784546
	Iteration 41Q: 3 clusters Score -5894083 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 84468 members 
Entering Unmasked Estep 
Score: -5894092.500000 Penalty: 1037.784546
	Iteration 42Q: 3 clusters Score -5894092 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 84696 members 
Entering Unmasked Estep 
Score: -5894077.000000 Penalty: 1037.784546
	Iteration 43Q: 3 clusters Score -5894077 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 84912 members 
Entering Unmasked Estep 
Score: -5894082.500000 Penalty: 1037.784546
	Iteration 44Q: 3 clusters Score -5894082 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 85120 members 
Entering Unmasked Estep 
Score: -5894080.500000 Penalty: 1037.784546
	Iteration 45Q: 3 clusters Score -5894080 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 85328 members 
Entering Unmasked Estep 
Score: -5894099.000000 Penalty: 1037.784546
	Iteration 46Q: 3 clusters Score -5894099 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -5894096.000000 Penalty: 1037.784546
	Iteration 47Q: 3 clusters Score -5894096 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 85677 members 
Entering Unmasked Estep 
Score: -5894118.000000 Penalty: 1037.784546
	Iteration 48Q: 3 clusters Score -5894118 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 85828 members 
Entering Unmasked Estep 
Score: -5894119.500000 Penalty: 1037.784546
	Iteration 49Q: 3 clusters Score -5894120 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 85966 members 
Entering Unmasked Estep 
Score: -5894124.500000 Penalty: 1037.784546
	Iteration 50Q: 3 clusters Score -5894124 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 86104 members 
Entering Unmasked Estep 
Score: -5894114.500000 Penalty: 1037.784546
	Iteration 51Q: 3 clusters Score -5894114 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -5894076.500000 Penalty: 1037.784546
	Iteration 52Q: 3 clusters Score -5894076 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 86322 members 
Entering Unmasked Estep 
Score: -5894071.000000 Penalty: 1037.784546
	Iteration 53Q: 3 clusters Score -5894071 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 86425 members 
Entering Unmasked Estep 
Score: -5894056.500000 Penalty: 1037.784546
	Iteration 54Q: 3 clusters Score -5894056 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 86508 members 
Entering Unmasked Estep 
Score: -5894039.500000 Penalty: 1037.784546
	Iteration 55Q: 3 clusters Score -5894040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 86565 members 
Entering Unmasked Estep 
Score: -5894032.500000 Penalty: 1037.784546
	Iteration 56Q: 3 clusters Score -5894032 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 86626 members 
Entering Unmasked Estep 
Score: -5894004.000000 Penalty: 1037.784546
	Iteration 57Q: 3 clusters Score -5894004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 86677 members 
Entering Unmasked Estep 
Score: -5893995.000000 Penalty: 1037.784546
	Iteration 58Q: 3 clusters Score -5893995 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 86739 members 
Entering Unmasked Estep 
Score: -5893978.500000 Penalty: 1037.784546
	Iteration 59Q: 3 clusters Score -5893978 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 86807 members 
Entering Unmasked Estep 
Score: -5893949.000000 Penalty: 1037.784546
	Iteration 60F: 3 clusters Score -5893949 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 86864 members 
Entering Unmasked Estep 
Score: -5893931.500000 Penalty: 1037.784546
	Iteration 61Q: 3 clusters Score -5893932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 86919 members 
Entering Unmasked Estep 
Score: -5893926.500000 Penalty: 1037.784546
	Iteration 62Q: 3 clusters Score -5893926 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 86969 members 
Entering Unmasked Estep 
Score: -5893909.500000 Penalty: 1037.784546
	Iteration 63Q: 3 clusters Score -5893910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 87017 members 
Entering Unmasked Estep 
Score: -5893894.500000 Penalty: 1037.784546
	Iteration 64Q: 3 clusters Score -5893894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 87058 members 
Entering Unmasked Estep 
Score: -5893878.000000 Penalty: 1037.784546
	Iteration 65Q: 3 clusters Score -5893878 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 87097 members 
Entering Unmasked Estep 
Score: -5893868.500000 Penalty: 1037.784546
	Iteration 66Q: 3 clusters Score -5893868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 87131 members 
Entering Unmasked Estep 
Score: -5893858.000000 Penalty: 1037.784546
	Iteration 67Q: 3 clusters Score -5893858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 87155 members 
Entering Unmasked Estep 
Score: -5893852.500000 Penalty: 1037.784546
	Iteration 68Q: 3 clusters Score -5893852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 87174 members 
Entering Unmasked Estep 
Score: -5893847.500000 Penalty: 1037.784546
	Iteration 69Q: 3 clusters Score -5893848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 87194 members 
Entering Unmasked Estep 
Score: -5893839.000000 Penalty: 1037.784546
	Iteration 70Q: 3 clusters Score -5893839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 87212 members 
Entering Unmasked Estep 
Score: -5893840.500000 Penalty: 1037.784546
	Iteration 71Q: 3 clusters Score -5893840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 87226 members 
Entering Unmasked Estep 
Score: -5893826.500000 Penalty: 1037.784546
	Iteration 72Q: 3 clusters Score -5893826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 87238 members 
Entering Unmasked Estep 
Score: -5893823.500000 Penalty: 1037.784546
	Iteration 73Q: 3 clusters Score -5893824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 87254 members 
Entering Unmasked Estep 
Score: -5893818.500000 Penalty: 1037.784546
	Iteration 74Q: 3 clusters Score -5893818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 87267 members 
Entering Unmasked Estep 
Score: -5893815.000000 Penalty: 1037.784546
	Iteration 75Q: 3 clusters Score -5893815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 87279 members 
Entering Unmasked Estep 
Score: -5893810.500000 Penalty: 1037.784546
	Iteration 76Q: 3 clusters Score -5893810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 87293 members 
Entering Unmasked Estep 
Score: -5893816.000000 Penalty: 1037.784546
	Iteration 77Q: 3 clusters Score -5893816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 87300 members 
Entering Unmasked Estep 
Score: -5893817.500000 Penalty: 1037.784546
	Iteration 78Q: 3 clusters Score -5893818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 87306 members 
Entering Unmasked Estep 
Score: -5893812.000000 Penalty: 1037.784546
	Iteration 79Q: 3 clusters Score -5893812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 87312 members 
Entering Unmasked Estep 
Score: -5893813.000000 Penalty: 1037.784546
	Iteration 80F: 3 clusters Score -5893813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 87317 members 
Entering Unmasked Estep 
Score: -5893808.500000 Penalty: 1037.784546
	Iteration 81Q: 3 clusters Score -5893808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 87321 members 
Entering Unmasked Estep 
Score: -5893800.000000 Penalty: 1037.784546
	Iteration 82Q: 3 clusters Score -5893800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 87323 members 
Entering Unmasked Estep 
Score: -5893801.000000 Penalty: 1037.784546
	Iteration 83Q: 3 clusters Score -5893801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 87327 members 
Entering Unmasked Estep 
Score: -5893804.000000 Penalty: 1037.784546
	Iteration 84Q: 3 clusters Score -5893804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 87332 members 
Entering Unmasked Estep 
Score: -5893804.000000 Penalty: 1037.784546
	Iteration 85Q: 3 clusters Score -5893804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 87336 members 
Entering Unmasked Estep 
Score: -5893803.500000 Penalty: 1037.784546
	Iteration 86Q: 3 clusters Score -5893804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 87343 members 
Entering Unmasked Estep 
Score: -5893803.500000 Penalty: 1037.784546
	Iteration 87Q: 3 clusters Score -5893804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 87352 members 
Entering Unmasked Estep 
Score: -5893802.500000 Penalty: 1037.784546
	Iteration 88Q: 3 clusters Score -5893802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 87359 members 
Entering Unmasked Estep 
Score: -5893798.000000 Penalty: 1037.784546
	Iteration 89Q: 3 clusters Score -5893798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 87364 members 
Entering Unmasked Estep 
Score: -5893798.500000 Penalty: 1037.784546
	Iteration 90Q: 3 clusters Score -5893798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 87374 members 
Entering Unmasked Estep 
Score: -5893794.000000 Penalty: 1037.784546
	Iteration 91Q: 3 clusters Score -5893794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 87386 members 
Entering Unmasked Estep 
Score: -5893797.500000 Penalty: 1037.784546
	Iteration 92Q: 3 clusters Score -5893798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 87394 members 
Entering Unmasked Estep 
Score: -5893793.000000 Penalty: 1037.784546
	Iteration 93Q: 3 clusters Score -5893793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 87408 members 
Entering Unmasked Estep 
Score: -5893793.000000 Penalty: 1037.784546
	Iteration 94Q: 3 clusters Score -5893793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -5893791.000000 Penalty: 1037.784546
	Iteration 95Q: 3 clusters Score -5893791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 87427 members 
Entering Unmasked Estep 
Score: -5893777.000000 Penalty: 1037.784546
	Iteration 96Q: 3 clusters Score -5893777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 87439 members 
Entering Unmasked Estep 
Score: -5893778.000000 Penalty: 1037.784546
	Iteration 97Q: 3 clusters Score -5893778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 87451 members 
Entering Unmasked Estep 
Score: -5893781.500000 Penalty: 1037.784546
	Iteration 98Q: 3 clusters Score -5893782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 87467 members 
Entering Unmasked Estep 
Score: -5893778.500000 Penalty: 1037.784546
	Iteration 99Q: 3 clusters Score -5893778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 87484 members 
Entering Unmasked Estep 
Score: -5893768.500000 Penalty: 1037.784546
	Iteration 100F: 3 clusters Score -5893768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 87496 members 
Entering Unmasked Estep 
Score: -5893768.000000 Penalty: 1037.784546
	Iteration 101Q: 3 clusters Score -5893768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 87513 members 
Entering Unmasked Estep 
Score: -5893768.500000 Penalty: 1037.784546
	Iteration 102Q: 3 clusters Score -5893768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 87530 members 
Entering Unmasked Estep 
Score: -5893754.000000 Penalty: 1037.784546
	Iteration 103Q: 3 clusters Score -5893754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 87550 members 
Entering Unmasked Estep 
Score: -5893752.500000 Penalty: 1037.784546
	Iteration 104Q: 3 clusters Score -5893752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 87571 members 
Entering Unmasked Estep 
Score: -5893748.500000 Penalty: 1037.784546
	Iteration 105Q: 3 clusters Score -5893748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 87592 members 
Entering Unmasked Estep 
Score: -5893746.500000 Penalty: 1037.784546
	Iteration 106Q: 3 clusters Score -5893746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 87611 members 
Entering Unmasked Estep 
Score: -5893735.500000 Penalty: 1037.784546
	Iteration 107Q: 3 clusters Score -5893736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -5893736.000000 Penalty: 1037.784546
	Iteration 108Q: 3 clusters Score -5893736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 87650 members 
Entering Unmasked Estep 
Score: -5893731.000000 Penalty: 1037.784546
	Iteration 109Q: 3 clusters Score -5893731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 87669 members 
Entering Unmasked Estep 
Score: -5893722.500000 Penalty: 1037.784546
	Iteration 110Q: 3 clusters Score -5893722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 87677 members 
Entering Unmasked Estep 
Score: -5893724.000000 Penalty: 1037.784546
	Iteration 111Q: 3 clusters Score -5893724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -5893724.000000 Penalty: 1037.784546
	Iteration 112Q: 3 clusters Score -5893724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 87688 members 
Entering Unmasked Estep 
Score: -5893723.000000 Penalty: 1037.784546
	Iteration 113Q: 3 clusters Score -5893723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 87689 members 
Entering Unmasked Estep 
Score: -5893727.000000 Penalty: 1037.784546
	Iteration 114Q: 3 clusters Score -5893727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 87690 members 
Entering Unmasked Estep 
Score: -5893724.000000 Penalty: 1037.784546
	Iteration 115Q: 3 clusters Score -5893724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 87692 members 
Entering Unmasked Estep 
Score: -5893725.000000 Penalty: 1037.784546
	Iteration 116Q: 3 clusters Score -5893725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 87693 members 
Entering Unmasked Estep 
Score: -5893725.000000 Penalty: 1037.784546
	Iteration 117Q: 3 clusters Score -5893725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 87694 members 
Entering Unmasked Estep 
Score: -5893726.500000 Penalty: 1037.784546
	Iteration 118Q: 3 clusters Score -5893726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 87694 members 
Entering Unmasked Estep 
Score: -5893726.500000 Penalty: 1037.784546
	Iteration 119F: 3 clusters Score -5893726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 61864 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3438 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18567 members 
Mstep: Class 10 contains 43171 members 
Mstep: Class 11 contains 2006 members 
Mstep: Class 12 contains 10434 members 
Mstep: Class 13 contains 48325 members 
Mstep: Class 14 contains 48342 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21481 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 18 contains 39979 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76043 members 
Mstep: Class 21 contains 19516 members 
Mstep: Class 22 contains 52969 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 30090 members 
Mstep: Class 27 contains 3777 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 87694 members 
Entering Unmasked Estep 
Score: -35858348.000000 Penalty: 17510.804688
Splitting cluster 11 changes total score from -35856200.000000 to -35858348.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (10434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Entering Unmasked Estep 
Score: -703958.187500 Penalty: 421.003540
	Iteration 0F: 2 clusters Score -703958.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -696987.250000 Penalty: 842.007080
	Iteration 0F: 3 clusters Score -696987.2 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -699795.125000 Penalty: 842.007080
	Iteration 1F: 3 clusters Score -699795.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -700061.500000 Penalty: 842.007080
	Iteration 2F: 3 clusters Score -700061.5 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -700395.437500 Penalty: 842.007080
	Iteration 3F: 3 clusters Score -700395.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -700823.250000 Penalty: 842.007080
	Iteration 4F: 3 clusters Score -700823.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -701397.062500 Penalty: 842.007080
	Iteration 5F: 3 clusters Score -701397.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -701960.500000 Penalty: 842.007080
	Iteration 6F: 3 clusters Score -701960.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -702355.250000 Penalty: 842.007080
	Iteration 7Q: 3 clusters Score -702355.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -702594.750000 Penalty: 842.007080
	Iteration 8Q: 3 clusters Score -702594.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -702799.750000 Penalty: 842.007080
	Iteration 9Q: 3 clusters Score -702799.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -703012.812500 Penalty: 842.007080
	Iteration 10Q: 3 clusters Score -703012.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -703194.125000 Penalty: 842.007080
	Iteration 11Q: 3 clusters Score -703194.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -703299.875000 Penalty: 842.007080
	Iteration 12Q: 3 clusters Score -703299.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -703355.187500 Penalty: 842.007080
	Iteration 13Q: 3 clusters Score -703355.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -703384.875000 Penalty: 842.007080
	Iteration 14Q: 3 clusters Score -703384.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -703405.187500 Penalty: 842.007080
	Iteration 15Q: 3 clusters Score -703405.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -703412.437500 Penalty: 842.007080
	Iteration 16Q: 3 clusters Score -703412.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -703419.312500 Penalty: 842.007080
	Iteration 17Q: 3 clusters Score -703419.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -703429.500000 Penalty: 842.007080
	Iteration 18Q: 3 clusters Score -703429.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -703429.812500 Penalty: 842.007080
	Iteration 19Q: 3 clusters Score -703429.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -703436.687500 Penalty: 842.007080
	Iteration 20F: 3 clusters Score -703436.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -703442.000000 Penalty: 842.007080
	Iteration 21Q: 3 clusters Score -703442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -703446.687500 Penalty: 842.007080
	Iteration 22Q: 3 clusters Score -703446.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -703450.187500 Penalty: 842.007080
	Iteration 23Q: 3 clusters Score -703450.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -703450.187500 Penalty: 842.007080
	Iteration 24Q: 3 clusters Score -703450.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -703450.500000 Penalty: 842.007080
	Iteration 25Q: 3 clusters Score -703450.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -703448.562500 Penalty: 842.007080
	Iteration 26Q: 3 clusters Score -703448.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -703448.375000 Penalty: 842.007080
	Iteration 27Q: 3 clusters Score -703448.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -703449.312500 Penalty: 842.007080
	Iteration 28Q: 3 clusters Score -703449.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -703451.125000 Penalty: 842.007080
	Iteration 29Q: 3 clusters Score -703451.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -703451.125000 Penalty: 842.007080
	Iteration 30F: 3 clusters Score -703451.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Entering Unmasked Estep 
Score: -2913972.250000 Penalty: 490.749573
	Iteration 0F: 2 clusters Score -2913972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -2881318.250000 Penalty: 981.499146
	Iteration 0F: 3 clusters Score -2881318 nChanged 23515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -2895331.250000 Penalty: 981.499146
	Iteration 1F: 3 clusters Score -2895331 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -2895833.250000 Penalty: 981.499146
	Iteration 2Q: 3 clusters Score -2895833 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2896691.500000 Penalty: 981.499146
	Iteration 3Q: 3 clusters Score -2896692 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2898300.250000 Penalty: 981.499146
	Iteration 4F: 3 clusters Score -2898300 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2900894.500000 Penalty: 981.499146
	Iteration 5F: 3 clusters Score -2900894 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2904661.500000 Penalty: 981.499146
	Iteration 6F: 3 clusters Score -2904662 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2908630.750000 Penalty: 981.499146
	Iteration 7F: 3 clusters Score -2908631 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2911494.250000 Penalty: 981.499146
	Iteration 8F: 3 clusters Score -2911494 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2912828.000000 Penalty: 981.499146
	Iteration 9Q: 3 clusters Score -2912828 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2913288.250000 Penalty: 981.499146
	Iteration 10Q: 3 clusters Score -2913288 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2913500.750000 Penalty: 981.499146
	Iteration 11Q: 3 clusters Score -2913501 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2913650.250000 Penalty: 981.499146
	Iteration 12Q: 3 clusters Score -2913650 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2913759.000000 Penalty: 981.499146
	Iteration 13Q: 3 clusters Score -2913759 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2913842.750000 Penalty: 981.499146
	Iteration 14Q: 3 clusters Score -2913843 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2913925.250000 Penalty: 981.499146
	Iteration 15Q: 3 clusters Score -2913925 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2913980.750000 Penalty: 981.499146
	Iteration 16Q: 3 clusters Score -2913981 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2914029.250000 Penalty: 981.499146
	Iteration 17Q: 3 clusters Score -2914029 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2914052.500000 Penalty: 981.499146
	Iteration 18Q: 3 clusters Score -2914052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2914063.250000 Penalty: 981.499146
	Iteration 19Q: 3 clusters Score -2914063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2914135.750000 Penalty: 981.499146
	Iteration 20F: 3 clusters Score -2914136 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2914229.250000 Penalty: 981.499146
	Iteration 21Q: 3 clusters Score -2914229 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2914315.750000 Penalty: 981.499146
	Iteration 22Q: 3 clusters Score -2914316 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2914377.500000 Penalty: 981.499146
	Iteration 23Q: 3 clusters Score -2914378 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2914446.750000 Penalty: 981.499146
	Iteration 24Q: 3 clusters Score -2914447 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2914487.750000 Penalty: 981.499146
	Iteration 25Q: 3 clusters Score -2914488 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2914522.000000 Penalty: 981.499146
	Iteration 26Q: 3 clusters Score -2914522 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2914560.750000 Penalty: 981.499146
	Iteration 27Q: 3 clusters Score -2914561 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2914579.750000 Penalty: 981.499146
	Iteration 28Q: 3 clusters Score -2914580 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2914592.750000 Penalty: 981.499146
	Iteration 29Q: 3 clusters Score -2914593 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2914616.500000 Penalty: 981.499146
	Iteration 30Q: 3 clusters Score -2914616 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2914631.000000 Penalty: 981.499146
	Iteration 31Q: 3 clusters Score -2914631 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2914648.500000 Penalty: 981.499146
	Iteration 32Q: 3 clusters Score -2914648 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2914656.750000 Penalty: 981.499146
	Iteration 33Q: 3 clusters Score -2914657 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2914669.250000 Penalty: 981.499146
	Iteration 34Q: 3 clusters Score -2914669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2914670.250000 Penalty: 981.499146
	Iteration 35Q: 3 clusters Score -2914670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2914672.750000 Penalty: 981.499146
	Iteration 36Q: 3 clusters Score -2914673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2914675.000000 Penalty: 981.499146
	Iteration 37Q: 3 clusters Score -2914675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2914672.750000 Penalty: 981.499146
	Iteration 38Q: 3 clusters Score -2914673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2914671.500000 Penalty: 981.499146
	Iteration 39Q: 3 clusters Score -2914672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2914701.000000 Penalty: 981.499146
	Iteration 40F: 3 clusters Score -2914701 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2914713.500000 Penalty: 981.499146
	Iteration 41Q: 3 clusters Score -2914714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2914727.000000 Penalty: 981.499146
	Iteration 42Q: 3 clusters Score -2914727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2914735.250000 Penalty: 981.499146
	Iteration 43Q: 3 clusters Score -2914735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2914735.250000 Penalty: 981.499146
	Iteration 44Q: 3 clusters Score -2914735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2914740.000000 Penalty: 981.499146
	Iteration 45Q: 3 clusters Score -2914740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2914739.750000 Penalty: 981.499146
	Iteration 46Q: 3 clusters Score -2914740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2914748.000000 Penalty: 981.499146
	Iteration 47Q: 3 clusters Score -2914748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2914753.500000 Penalty: 981.499146
	Iteration 48Q: 3 clusters Score -2914754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2914758.000000 Penalty: 981.499146
	Iteration 49Q: 3 clusters Score -2914758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2914755.500000 Penalty: 981.499146
	Iteration 50Q: 3 clusters Score -2914756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2914755.000000 Penalty: 981.499146
	Iteration 51Q: 3 clusters Score -2914755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2914756.250000 Penalty: 981.499146
	Iteration 52Q: 3 clusters Score -2914756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2914755.750000 Penalty: 981.499146
	Iteration 53Q: 3 clusters Score -2914756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2914755.250000 Penalty: 981.499146
	Iteration 54Q: 3 clusters Score -2914755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2914753.250000 Penalty: 981.499146
	Iteration 55Q: 3 clusters Score -2914753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2914757.000000 Penalty: 981.499146
	Iteration 56Q: 3 clusters Score -2914757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2914756.000000 Penalty: 981.499146
	Iteration 57Q: 3 clusters Score -2914756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2914756.000000 Penalty: 981.499146
	Iteration 58F: 3 clusters Score -2914756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 61864 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3438 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18567 members 
Mstep: Class 10 contains 43171 members 
Mstep: Class 11 contains 2006 members 
Mstep: Class 12 contains 10434 members 
Mstep: Class 13 contains 45989 members 
Mstep: Class 14 contains 48342 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21481 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 18 contains 39979 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76043 members 
Mstep: Class 21 contains 19516 members 
Mstep: Class 22 contains 52969 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 30090 members 
Mstep: Class 27 contains 3777 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 87694 members 
Mstep: Class 30 contains 2336 members 
Entering Unmasked Estep 
Score: -35858956.000000 Penalty: 18114.625000
Splitting cluster 13 changes total score from -35856200.000000 to -35858956.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (48342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Entering Unmasked Estep 
Score: -3173003.000000 Penalty: 490.765564
	Iteration 0F: 2 clusters Score -3173003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3140677.250000 Penalty: 981.531128
	Iteration 0F: 3 clusters Score -3140677 nChanged 23434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -3154827.000000 Penalty: 981.531128
	Iteration 1F: 3 clusters Score -3154827 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -3155500.000000 Penalty: 981.531128
	Iteration 2Q: 3 clusters Score -3155500 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -3156588.500000 Penalty: 981.531128
	Iteration 3F: 3 clusters Score -3156588 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -3158241.000000 Penalty: 981.531128
	Iteration 4F: 3 clusters Score -3158241 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -3160758.500000 Penalty: 981.531128
	Iteration 5F: 3 clusters Score -3160758 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -3164207.500000 Penalty: 981.531128
	Iteration 6F: 3 clusters Score -3164208 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -3167878.250000 Penalty: 981.531128
	Iteration 7F: 3 clusters Score -3167878 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -3170596.000000 Penalty: 981.531128
	Iteration 8F: 3 clusters Score -3170596 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -3171962.250000 Penalty: 981.531128
	Iteration 9Q: 3 clusters Score -3171962 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -3172403.000000 Penalty: 981.531128
	Iteration 10Q: 3 clusters Score -3172403 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -3172514.250000 Penalty: 981.531128
	Iteration 11Q: 3 clusters Score -3172514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -3172542.750000 Penalty: 981.531128
	Iteration 12Q: 3 clusters Score -3172543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -3172557.750000 Penalty: 981.531128
	Iteration 13Q: 3 clusters Score -3172558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -3172566.750000 Penalty: 981.531128
	Iteration 14Q: 3 clusters Score -3172567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -3172572.750000 Penalty: 981.531128
	Iteration 15Q: 3 clusters Score -3172573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -3172572.750000 Penalty: 981.531128
	Iteration 16Q: 3 clusters Score -3172573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -3172572.750000 Penalty: 981.531128
	Iteration 17F: 3 clusters Score -3172573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -4514.493164 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -4514.493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4307.215332 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -4307.215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4354.273926 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -4354.274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4383.789062 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -4383.789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4397.795898 Penalty: 447.051605
	Iteration 3F: 3 clusters Score -4397.796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4401.240234 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -4401.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4401.888184 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -4401.888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4402.204102 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -4402.204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4402.614746 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -4402.615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4402.614746 Penalty: 447.051605
	Iteration 8F: 3 clusters Score -4402.615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Entering Unmasked Estep 
Score: -1355001.625000 Penalty: 453.859039
	Iteration 0F: 2 clusters Score -1355002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1340717.500000 Penalty: 907.718079
	Iteration 0F: 3 clusters Score -1340718 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1346480.875000 Penalty: 907.718079
	Iteration 1F: 3 clusters Score -1346481 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1346739.125000 Penalty: 907.718079
	Iteration 2Q: 3 clusters Score -1346739 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1346970.000000 Penalty: 907.718079
	Iteration 3Q: 3 clusters Score -1346970 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1347178.875000 Penalty: 907.718079
	Iteration 4Q: 3 clusters Score -1347179 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1347399.250000 Penalty: 907.718079
	Iteration 5Q: 3 clusters Score -1347399 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1347661.625000 Penalty: 907.718079
	Iteration 6Q: 3 clusters Score -1347662 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1348026.375000 Penalty: 907.718079
	Iteration 7Q: 3 clusters Score -1348026 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1348485.625000 Penalty: 907.718079
	Iteration 8Q: 3 clusters Score -1348486 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1349148.250000 Penalty: 907.718079
	Iteration 9Q: 3 clusters Score -1349148 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1349964.375000 Penalty: 907.718079
	Iteration 10F: 3 clusters Score -1349964 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1350658.125000 Penalty: 907.718079
	Iteration 11Q: 3 clusters Score -1350658 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1351076.000000 Penalty: 907.718079
	Iteration 12Q: 3 clusters Score -1351076 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1351325.625000 Penalty: 907.718079
	Iteration 13Q: 3 clusters Score -1351326 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1351493.375000 Penalty: 907.718079
	Iteration 14Q: 3 clusters Score -1351493 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1351638.000000 Penalty: 907.718079
	Iteration 15Q: 3 clusters Score -1351638 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1351781.500000 Penalty: 907.718079
	Iteration 16Q: 3 clusters Score -1351782 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1351936.500000 Penalty: 907.718079
	Iteration 17Q: 3 clusters Score -1351936 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1352126.250000 Penalty: 907.718079
	Iteration 18Q: 3 clusters Score -1352126 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1352347.125000 Penalty: 907.718079
	Iteration 19Q: 3 clusters Score -1352347 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1352593.250000 Penalty: 907.718079
	Iteration 20F: 3 clusters Score -1352593 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1352851.250000 Penalty: 907.718079
	Iteration 21Q: 3 clusters Score -1352851 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1353118.000000 Penalty: 907.718079
	Iteration 22Q: 3 clusters Score -1353118 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1353400.125000 Penalty: 907.718079
	Iteration 23Q: 3 clusters Score -1353400 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1353705.125000 Penalty: 907.718079
	Iteration 24Q: 3 clusters Score -1353705 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1353982.125000 Penalty: 907.718079
	Iteration 25Q: 3 clusters Score -1353982 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1354241.875000 Penalty: 907.718079
	Iteration 26Q: 3 clusters Score -1354242 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1354416.875000 Penalty: 907.718079
	Iteration 27Q: 3 clusters Score -1354417 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1354545.250000 Penalty: 907.718079
	Iteration 28Q: 3 clusters Score -1354545 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1354596.500000 Penalty: 907.718079
	Iteration 29Q: 3 clusters Score -1354596 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1354631.000000 Penalty: 907.718079
	Iteration 30Q: 3 clusters Score -1354631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -1354652.250000 Penalty: 907.718079
	Iteration 31Q: 3 clusters Score -1354652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1354665.625000 Penalty: 907.718079
	Iteration 32Q: 3 clusters Score -1354666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1354671.375000 Penalty: 907.718079
	Iteration 33Q: 3 clusters Score -1354671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1354675.125000 Penalty: 907.718079
	Iteration 34Q: 3 clusters Score -1354675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1354676.375000 Penalty: 907.718079
	Iteration 35Q: 3 clusters Score -1354676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1354678.875000 Penalty: 907.718079
	Iteration 36Q: 3 clusters Score -1354679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1354679.500000 Penalty: 907.718079
	Iteration 37Q: 3 clusters Score -1354680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1354678.375000 Penalty: 907.718079
	Iteration 38Q: 3 clusters Score -1354678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1354686.125000 Penalty: 907.718079
	Iteration 39F: 3 clusters Score -1354686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1354694.000000 Penalty: 907.718079
	Iteration 40F: 3 clusters Score -1354694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1354699.875000 Penalty: 907.718079
	Iteration 41Q: 3 clusters Score -1354700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1354714.875000 Penalty: 907.718079
	Iteration 42Q: 3 clusters Score -1354715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1354722.250000 Penalty: 907.718079
	Iteration 43Q: 3 clusters Score -1354722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1354740.875000 Penalty: 907.718079
	Iteration 44Q: 3 clusters Score -1354741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1354745.625000 Penalty: 907.718079
	Iteration 45Q: 3 clusters Score -1354746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1354746.125000 Penalty: 907.718079
	Iteration 46Q: 3 clusters Score -1354746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1354746.375000 Penalty: 907.718079
	Iteration 47Q: 3 clusters Score -1354746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1354753.125000 Penalty: 907.718079
	Iteration 48F: 3 clusters Score -1354753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1354754.500000 Penalty: 907.718079
	Iteration 49Q: 3 clusters Score -1354754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -1354758.000000 Penalty: 907.718079
	Iteration 50Q: 3 clusters Score -1354758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1354759.750000 Penalty: 907.718079
	Iteration 51Q: 3 clusters Score -1354760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1354763.500000 Penalty: 907.718079
	Iteration 52Q: 3 clusters Score -1354764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1354763.500000 Penalty: 907.718079
	Iteration 53F: 3 clusters Score -1354764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -76623.617188 Penalty: 325.106415
	Iteration 0F: 2 clusters Score -76623.62 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 657 members 
Entering Unmasked Estep 
Score: -75652.351562 Penalty: 650.212830
	Iteration 0F: 3 clusters Score -75652.35 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -75939.187500 Penalty: 650.212830
	Iteration 1F: 3 clusters Score -75939.19 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -76005.773438 Penalty: 650.212830
	Iteration 2F: 3 clusters Score -76005.77 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -76066.218750 Penalty: 650.212830
	Iteration 3F: 3 clusters Score -76066.22 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -76127.804688 Penalty: 650.212830
	Iteration 4F: 3 clusters Score -76127.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -76164.453125 Penalty: 650.212830
	Iteration 5Q: 3 clusters Score -76164.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -76193.921875 Penalty: 650.212830
	Iteration 6Q: 3 clusters Score -76193.92 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -76225.070312 Penalty: 650.212830
	Iteration 7Q: 3 clusters Score -76225.07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -76263.875000 Penalty: 650.212830
	Iteration 8Q: 3 clusters Score -76263.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -76302.664062 Penalty: 650.212830
	Iteration 9Q: 3 clusters Score -76302.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -76325.585938 Penalty: 650.212830
	Iteration 10Q: 3 clusters Score -76325.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -76351.429688 Penalty: 650.212830
	Iteration 11Q: 3 clusters Score -76351.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -76369.820312 Penalty: 650.212830
	Iteration 12Q: 3 clusters Score -76369.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -76379.398438 Penalty: 650.212830
	Iteration 13Q: 3 clusters Score -76379.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -76390.046875 Penalty: 650.212830
	Iteration 14Q: 3 clusters Score -76390.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -76400.687500 Penalty: 650.212830
	Iteration 15Q: 3 clusters Score -76400.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -76406.609375 Penalty: 650.212830
	Iteration 16Q: 3 clusters Score -76406.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -76423.312500 Penalty: 650.212830
	Iteration 17Q: 3 clusters Score -76423.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -76440.679688 Penalty: 650.212830
	Iteration 18Q: 3 clusters Score -76440.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -76458.242188 Penalty: 650.212830
	Iteration 19Q: 3 clusters Score -76458.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -76470.000000 Penalty: 650.212830
	Iteration 20F: 3 clusters Score -76470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -76473.523438 Penalty: 650.212830
	Iteration 21Q: 3 clusters Score -76473.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -76474.328125 Penalty: 650.212830
	Iteration 22Q: 3 clusters Score -76474.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -76475.695312 Penalty: 650.212830
	Iteration 23Q: 3 clusters Score -76475.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -76476.218750 Penalty: 650.212830
	Iteration 24Q: 3 clusters Score -76476.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -76476.984375 Penalty: 650.212830
	Iteration 25Q: 3 clusters Score -76476.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -76478.898438 Penalty: 650.212830
	Iteration 26Q: 3 clusters Score -76478.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -76480.609375 Penalty: 650.212830
	Iteration 27Q: 3 clusters Score -76480.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -76481.859375 Penalty: 650.212830
	Iteration 28Q: 3 clusters Score -76481.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -76481.859375 Penalty: 650.212830
	Iteration 29F: 3 clusters Score -76481.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -7275.728516 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -7275.729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7077.596191 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -7077.596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7136.112793 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -7136.113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7154.717773 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -7154.718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (76043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76043 members 
Entering Unmasked Estep 
Score: -5033313.000000 Penalty: 511.376984
	Iteration 0F: 2 clusters Score -5033313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -4982384.000000 Penalty: 1022.753967
	Iteration 0F: 3 clusters Score -4982384 nChanged 37005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -5004837.500000 Penalty: 1022.753967
	Iteration 1F: 3 clusters Score -5004838 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -5006298.500000 Penalty: 1022.753967
	Iteration 2Q: 3 clusters Score -5006298 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -5009281.000000 Penalty: 1022.753967
	Iteration 3F: 3 clusters Score -5009281 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -5013902.000000 Penalty: 1022.753967
	Iteration 4F: 3 clusters Score -5013902 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63624 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -5020121.500000 Penalty: 1022.753967
	Iteration 5F: 3 clusters Score -5020122 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -5025944.000000 Penalty: 1022.753967
	Iteration 6F: 3 clusters Score -5025944 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72416 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -5029329.500000 Penalty: 1022.753967
	Iteration 7Q: 3 clusters Score -5029330 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5030910.500000 Penalty: 1022.753967
	Iteration 8Q: 3 clusters Score -5030910 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74894 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5031668.000000 Penalty: 1022.753967
	Iteration 9Q: 3 clusters Score -5031668 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75349 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5032154.000000 Penalty: 1022.753967
	Iteration 10Q: 3 clusters Score -5032154 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75607 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5032472.000000 Penalty: 1022.753967
	Iteration 11Q: 3 clusters Score -5032472 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75744 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5032614.000000 Penalty: 1022.753967
	Iteration 12Q: 3 clusters Score -5032614 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75827 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5032679.000000 Penalty: 1022.753967
	Iteration 13Q: 3 clusters Score -5032679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75870 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5032717.500000 Penalty: 1022.753967
	Iteration 14Q: 3 clusters Score -5032718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75907 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -5032745.500000 Penalty: 1022.753967
	Iteration 15Q: 3 clusters Score -5032746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -5032770.000000 Penalty: 1022.753967
	Iteration 16Q: 3 clusters Score -5032770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75937 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5032794.500000 Penalty: 1022.753967
	Iteration 17Q: 3 clusters Score -5032794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5032801.000000 Penalty: 1022.753967
	Iteration 18Q: 3 clusters Score -5032801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5032810.500000 Penalty: 1022.753967
	Iteration 19Q: 3 clusters Score -5032810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5032820.500000 Penalty: 1022.753967
	Iteration 20F: 3 clusters Score -5032820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75958 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5032830.000000 Penalty: 1022.753967
	Iteration 21Q: 3 clusters Score -5032830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75958 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5032833.000000 Penalty: 1022.753967
	Iteration 22Q: 3 clusters Score -5032833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5032838.500000 Penalty: 1022.753967
	Iteration 23Q: 3 clusters Score -5032838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75958 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5032839.000000 Penalty: 1022.753967
	Iteration 24Q: 3 clusters Score -5032839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75958 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5032839.000000 Penalty: 1022.753967
	Iteration 25F: 3 clusters Score -5032839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Entering Unmasked Estep 
Score: -1270303.500000 Penalty: 449.494049
	Iteration 0F: 2 clusters Score -1270304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1257211.625000 Penalty: 898.988098
	Iteration 0F: 3 clusters Score -1257212 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1262603.125000 Penalty: 898.988098
	Iteration 1F: 3 clusters Score -1262603 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1263062.250000 Penalty: 898.988098
	Iteration 2F: 3 clusters Score -1263062 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1263873.750000 Penalty: 898.988098
	Iteration 3F: 3 clusters Score -1263874 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1265263.375000 Penalty: 898.988098
	Iteration 4F: 3 clusters Score -1265263 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1267203.125000 Penalty: 898.988098
	Iteration 5F: 3 clusters Score -1267203 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1268740.125000 Penalty: 898.988098
	Iteration 6F: 3 clusters Score -1268740 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1269591.625000 Penalty: 898.988098
	Iteration 7Q: 3 clusters Score -1269592 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1270045.250000 Penalty: 898.988098
	Iteration 8Q: 3 clusters Score -1270045 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1270290.375000 Penalty: 898.988098
	Iteration 9Q: 3 clusters Score -1270290 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1270426.375000 Penalty: 898.988098
	Iteration 10Q: 3 clusters Score -1270426 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1270511.250000 Penalty: 898.988098
	Iteration 11Q: 3 clusters Score -1270511 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1270556.125000 Penalty: 898.988098
	Iteration 12Q: 3 clusters Score -1270556 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1270581.250000 Penalty: 898.988098
	Iteration 13Q: 3 clusters Score -1270581 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1270596.875000 Penalty: 898.988098
	Iteration 14Q: 3 clusters Score -1270597 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1270611.000000 Penalty: 898.988098
	Iteration 15Q: 3 clusters Score -1270611 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1270623.250000 Penalty: 898.988098
	Iteration 16Q: 3 clusters Score -1270623 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1270629.250000 Penalty: 898.988098
	Iteration 17Q: 3 clusters Score -1270629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1270629.750000 Penalty: 898.988098
	Iteration 18Q: 3 clusters Score -1270630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1270629.375000 Penalty: 898.988098
	Iteration 19Q: 3 clusters Score -1270629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1270634.875000 Penalty: 898.988098
	Iteration 20F: 3 clusters Score -1270635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1270631.500000 Penalty: 898.988098
	Iteration 21Q: 3 clusters Score -1270632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1270634.250000 Penalty: 898.988098
	Iteration 22Q: 3 clusters Score -1270634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1270638.250000 Penalty: 898.988098
	Iteration 23Q: 3 clusters Score -1270638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1270637.375000 Penalty: 898.988098
	Iteration 24Q: 3 clusters Score -1270637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1270638.750000 Penalty: 898.988098
	Iteration 25Q: 3 clusters Score -1270639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1270637.625000 Penalty: 898.988098
	Iteration 26Q: 3 clusters Score -1270638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1270638.250000 Penalty: 898.988098
	Iteration 27Q: 3 clusters Score -1270638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1270639.250000 Penalty: 898.988098
	Iteration 28Q: 3 clusters Score -1270639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1270639.250000 Penalty: 898.988098
	Iteration 29Q: 3 clusters Score -1270639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1270640.500000 Penalty: 898.988098
	Iteration 30Q: 3 clusters Score -1270640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1270643.375000 Penalty: 898.988098
	Iteration 31Q: 3 clusters Score -1270643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1270641.375000 Penalty: 898.988098
	Iteration 32Q: 3 clusters Score -1270641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1270641.250000 Penalty: 898.988098
	Iteration 33Q: 3 clusters Score -1270641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1270642.125000 Penalty: 898.988098
	Iteration 34Q: 3 clusters Score -1270642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1270640.750000 Penalty: 898.988098
	Iteration 35Q: 3 clusters Score -1270641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1270641.875000 Penalty: 898.988098
	Iteration 36Q: 3 clusters Score -1270642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1270640.750000 Penalty: 898.988098
	Iteration 37Q: 3 clusters Score -1270641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1270640.750000 Penalty: 898.988098
	Iteration 38Q: 3 clusters Score -1270641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1270641.000000 Penalty: 898.988098
	Iteration 39Q: 3 clusters Score -1270641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1270639.875000 Penalty: 898.988098
	Iteration 40F: 3 clusters Score -1270640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1270639.000000 Penalty: 898.988098
	Iteration 41Q: 3 clusters Score -1270639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1270639.875000 Penalty: 898.988098
	Iteration 42Q: 3 clusters Score -1270640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1270637.875000 Penalty: 898.988098
	Iteration 43Q: 3 clusters Score -1270638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1270637.625000 Penalty: 898.988098
	Iteration 44Q: 3 clusters Score -1270638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1270638.000000 Penalty: 898.988098
	Iteration 45Q: 3 clusters Score -1270638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1270639.250000 Penalty: 898.988098
	Iteration 46Q: 3 clusters Score -1270639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1270638.625000 Penalty: 898.988098
	Iteration 47Q: 3 clusters Score -1270639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1270640.750000 Penalty: 898.988098
	Iteration 48Q: 3 clusters Score -1270641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1270638.875000 Penalty: 898.988098
	Iteration 49Q: 3 clusters Score -1270639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1270640.375000 Penalty: 898.988098
	Iteration 50Q: 3 clusters Score -1270640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1270640.875000 Penalty: 898.988098
	Iteration 51Q: 3 clusters Score -1270641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1270641.000000 Penalty: 898.988098
	Iteration 52Q: 3 clusters Score -1270641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1270641.625000 Penalty: 898.988098
	Iteration 53Q: 3 clusters Score -1270642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1270641.875000 Penalty: 898.988098
	Iteration 54Q: 3 clusters Score -1270642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1270639.875000 Penalty: 898.988098
	Iteration 55Q: 3 clusters Score -1270640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1270641.625000 Penalty: 898.988098
	Iteration 56Q: 3 clusters Score -1270642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1270644.500000 Penalty: 898.988098
	Iteration 57Q: 3 clusters Score -1270644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1270645.750000 Penalty: 898.988098
	Iteration 58Q: 3 clusters Score -1270646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1270644.375000 Penalty: 898.988098
	Iteration 59Q: 3 clusters Score -1270644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1270643.125000 Penalty: 898.988098
	Iteration 60F: 3 clusters Score -1270643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1270641.500000 Penalty: 898.988098
	Iteration 61Q: 3 clusters Score -1270642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1270641.875000 Penalty: 898.988098
	Iteration 62Q: 3 clusters Score -1270642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1270643.250000 Penalty: 898.988098
	Iteration 63Q: 3 clusters Score -1270643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1270643.000000 Penalty: 898.988098
	Iteration 64Q: 3 clusters Score -1270643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1270646.375000 Penalty: 898.988098
	Iteration 65Q: 3 clusters Score -1270646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1270644.250000 Penalty: 898.988098
	Iteration 66Q: 3 clusters Score -1270644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1270643.125000 Penalty: 898.988098
	Iteration 67Q: 3 clusters Score -1270643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1270643.375000 Penalty: 898.988098
	Iteration 68Q: 3 clusters Score -1270643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1270643.375000 Penalty: 898.988098
	Iteration 69F: 3 clusters Score -1270643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 61864 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3438 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18567 members 
Mstep: Class 10 contains 43171 members 
Mstep: Class 11 contains 2006 members 
Mstep: Class 12 contains 10434 members 
Mstep: Class 13 contains 45989 members 
Mstep: Class 14 contains 48342 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21481 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 18 contains 39979 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76043 members 
Mstep: Class 21 contains 13476 members 
Mstep: Class 22 contains 52969 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 30090 members 
Mstep: Class 27 contains 3777 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 87694 members 
Mstep: Class 30 contains 2336 members 
Mstep: Class 31 contains 6040 members 
Entering Unmasked Estep 
Score: -35859192.000000 Penalty: 18718.445312
Splitting cluster 21 changes total score from -35856200.000000 to -35859192.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 22 (52969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Entering Unmasked Estep 
Score: -3519727.000000 Penalty: 494.924530
	Iteration 0F: 2 clusters Score -3519727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -3484685.250000 Penalty: 989.849060
	Iteration 0F: 3 clusters Score -3484685 nChanged 25825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -3500051.250000 Penalty: 989.849060
	Iteration 1F: 3 clusters Score -3500051 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -3500803.250000 Penalty: 989.849060
	Iteration 2Q: 3 clusters Score -3500803 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -3501785.500000 Penalty: 989.849060
	Iteration 3F: 3 clusters Score -3501786 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -3503126.500000 Penalty: 989.849060
	Iteration 4F: 3 clusters Score -3503126 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3505426.500000 Penalty: 989.849060
	Iteration 5F: 3 clusters Score -3505426 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -3508442.500000 Penalty: 989.849060
	Iteration 6F: 3 clusters Score -3508442 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -3512263.750000 Penalty: 989.849060
	Iteration 7F: 3 clusters Score -3512264 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3515982.750000 Penalty: 989.849060
	Iteration 8F: 3 clusters Score -3515983 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3518216.750000 Penalty: 989.849060
	Iteration 9Q: 3 clusters Score -3518217 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3518959.500000 Penalty: 989.849060
	Iteration 10Q: 3 clusters Score -3518960 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3519132.750000 Penalty: 989.849060
	Iteration 11Q: 3 clusters Score -3519133 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -3519231.750000 Penalty: 989.849060
	Iteration 12Q: 3 clusters Score -3519232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52888 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -3519265.250000 Penalty: 989.849060
	Iteration 13Q: 3 clusters Score -3519265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -3519272.500000 Penalty: 989.849060
	Iteration 14Q: 3 clusters Score -3519272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -3519279.250000 Penalty: 989.849060
	Iteration 15Q: 3 clusters Score -3519279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3519295.250000 Penalty: 989.849060
	Iteration 16Q: 3 clusters Score -3519295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3519299.250000 Penalty: 989.849060
	Iteration 17Q: 3 clusters Score -3519299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3519295.750000 Penalty: 989.849060
	Iteration 18Q: 3 clusters Score -3519296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3519295.750000 Penalty: 989.849060
	Iteration 19F: 3 clusters Score -3519296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -16091.765625 Penalty: 263.858734
	Iteration 0F: 2 clusters Score -16091.77 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 132 members 
Entering Unmasked Estep 
Score: -15747.506836 Penalty: 527.717468
	Iteration 0F: 3 clusters Score -15747.51 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15839.881836 Penalty: 527.717468
	Iteration 1F: 3 clusters Score -15839.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15853.733398 Penalty: 527.717468
	Iteration 2Q: 3 clusters Score -15853.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15864.363281 Penalty: 527.717468
	Iteration 3Q: 3 clusters Score -15864.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15867.500000 Penalty: 527.717468
	Iteration 4Q: 3 clusters Score -15867.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15869.129883 Penalty: 527.717468
	Iteration 5Q: 3 clusters Score -15869.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15872.301758 Penalty: 527.717468
	Iteration 6Q: 3 clusters Score -15872.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15872.621094 Penalty: 527.717468
	Iteration 7Q: 3 clusters Score -15872.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15876.140625 Penalty: 527.717468
	Iteration 8Q: 3 clusters Score -15876.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15876.475586 Penalty: 527.717468
	Iteration 9Q: 3 clusters Score -15876.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15876.475586 Penalty: 527.717468
	Iteration 10F: 3 clusters Score -15876.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -7396.069336 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -7396.069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7154.819336 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -7154.819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7223.202148 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -7223.202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7244.670898 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -7244.671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7261.705566 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -7261.706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7278.473145 Penalty: 454.129395
	Iteration 4F: 3 clusters Score -7278.473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7293.976074 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -7293.976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7304.307129 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -7304.307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7307.373047 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -7307.373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7307.373047 Penalty: 454.129395
	Iteration 8F: 3 clusters Score -7307.373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12137.395508 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -12137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11843.527344 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -11843.53 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11909.500977 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -11909.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11926.003906 Penalty: 487.877594
	Iteration 2Q: 3 clusters Score -11926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11934.260742 Penalty: 487.877594
	Iteration 3Q: 3 clusters Score -11934.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -11946.559570 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -11946.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11953.466797 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -11953.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11959.531250 Penalty: 487.877594
	Iteration 6Q: 3 clusters Score -11959.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -11961.500977 Penalty: 487.877594
	Iteration 7Q: 3 clusters Score -11961.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11961.895508 Penalty: 487.877594
	Iteration 8Q: 3 clusters Score -11961.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11961.895508 Penalty: 487.877594
	Iteration 9F: 3 clusters Score -11961.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Entering Unmasked Estep 
Score: -2012733.375000 Penalty: 469.193634
	Iteration 0F: 2 clusters Score -2012733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1992590.625000 Penalty: 938.387268
	Iteration 0F: 3 clusters Score -1992591 nChanged 14440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2002005.625000 Penalty: 938.387268
	Iteration 1F: 3 clusters Score -2002006 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2003374.625000 Penalty: 938.387268
	Iteration 2F: 3 clusters Score -2003375 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2005605.750000 Penalty: 938.387268
	Iteration 3F: 3 clusters Score -2005606 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2008359.375000 Penalty: 938.387268
	Iteration 4F: 3 clusters Score -2008359 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2010518.750000 Penalty: 938.387268
	Iteration 5F: 3 clusters Score -2010519 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2011613.125000 Penalty: 938.387268
	Iteration 6Q: 3 clusters Score -2011613 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2012060.625000 Penalty: 938.387268
	Iteration 7Q: 3 clusters Score -2012061 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2012211.500000 Penalty: 938.387268
	Iteration 8Q: 3 clusters Score -2012212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -2012271.250000 Penalty: 938.387268
	Iteration 9Q: 3 clusters Score -2012271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2012305.750000 Penalty: 938.387268
	Iteration 10Q: 3 clusters Score -2012306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2012321.375000 Penalty: 938.387268
	Iteration 11Q: 3 clusters Score -2012321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2012335.750000 Penalty: 938.387268
	Iteration 12Q: 3 clusters Score -2012336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2012343.000000 Penalty: 938.387268
	Iteration 13Q: 3 clusters Score -2012343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2012348.000000 Penalty: 938.387268
	Iteration 14Q: 3 clusters Score -2012348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2012349.375000 Penalty: 938.387268
	Iteration 15Q: 3 clusters Score -2012349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2012351.250000 Penalty: 938.387268
	Iteration 16Q: 3 clusters Score -2012351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2012355.000000 Penalty: 938.387268
	Iteration 17Q: 3 clusters Score -2012355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2012358.250000 Penalty: 938.387268
	Iteration 18Q: 3 clusters Score -2012358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2012361.000000 Penalty: 938.387268
	Iteration 19Q: 3 clusters Score -2012361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2012361.000000 Penalty: 938.387268
	Iteration 20F: 3 clusters Score -2012361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Entering Unmasked Estep 
Score: -240537.156250 Penalty: 374.769196
	Iteration 0F: 2 clusters Score -240537.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -237892.640625 Penalty: 749.538391
	Iteration 0F: 3 clusters Score -237892.6 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -238872.640625 Penalty: 749.538391
	Iteration 1F: 3 clusters Score -238872.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -238974.109375 Penalty: 749.538391
	Iteration 2F: 3 clusters Score -238974.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -239105.109375 Penalty: 749.538391
	Iteration 3F: 3 clusters Score -239105.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -239264.546875 Penalty: 749.538391
	Iteration 4F: 3 clusters Score -239264.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -239488.875000 Penalty: 749.538391
	Iteration 5F: 3 clusters Score -239488.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -239777.187500 Penalty: 749.538391
	Iteration 6F: 3 clusters Score -239777.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -240073.390625 Penalty: 749.538391
	Iteration 7F: 3 clusters Score -240073.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -240250.703125 Penalty: 749.538391
	Iteration 8F: 3 clusters Score -240250.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -240365.781250 Penalty: 749.538391
	Iteration 9Q: 3 clusters Score -240365.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -240450.671875 Penalty: 749.538391
	Iteration 10Q: 3 clusters Score -240450.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -240514.734375 Penalty: 749.538391
	Iteration 11Q: 3 clusters Score -240514.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -240576.125000 Penalty: 749.538391
	Iteration 12Q: 3 clusters Score -240576.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -240636.187500 Penalty: 749.538391
	Iteration 13Q: 3 clusters Score -240636.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -240669.781250 Penalty: 749.538391
	Iteration 14Q: 3 clusters Score -240669.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -240684.046875 Penalty: 749.538391
	Iteration 15Q: 3 clusters Score -240684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -240690.515625 Penalty: 749.538391
	Iteration 16Q: 3 clusters Score -240690.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -240694.656250 Penalty: 749.538391
	Iteration 17Q: 3 clusters Score -240694.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -240697.562500 Penalty: 749.538391
	Iteration 18Q: 3 clusters Score -240697.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -240699.875000 Penalty: 749.538391
	Iteration 19Q: 3 clusters Score -240699.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -240702.031250 Penalty: 749.538391
	Iteration 20F: 3 clusters Score -240702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -240706.921875 Penalty: 749.538391
	Iteration 21Q: 3 clusters Score -240706.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -240708.593750 Penalty: 749.538391
	Iteration 22Q: 3 clusters Score -240708.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -240710.093750 Penalty: 749.538391
	Iteration 23Q: 3 clusters Score -240710.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -240711.234375 Penalty: 749.538391
	Iteration 24Q: 3 clusters Score -240711.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -240712.718750 Penalty: 749.538391
	Iteration 25Q: 3 clusters Score -240712.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -240714.031250 Penalty: 749.538391
	Iteration 26Q: 3 clusters Score -240714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -240713.828125 Penalty: 749.538391
	Iteration 27Q: 3 clusters Score -240713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -240714.328125 Penalty: 749.538391
	Iteration 28Q: 3 clusters Score -240714.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -240714.656250 Penalty: 749.538391
	Iteration 29Q: 3 clusters Score -240714.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -240714.656250 Penalty: 749.538391
	Iteration 30F: 3 clusters Score -240714.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 61864 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3438 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18567 members 
Mstep: Class 10 contains 43171 members 
Mstep: Class 11 contains 2006 members 
Mstep: Class 12 contains 10434 members 
Mstep: Class 13 contains 45989 members 
Mstep: Class 14 contains 48342 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21481 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 18 contains 39979 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76043 members 
Mstep: Class 21 contains 13476 members 
Mstep: Class 22 contains 52969 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 30090 members 
Mstep: Class 27 contains 2867 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 87694 members 
Mstep: Class 30 contains 2336 members 
Mstep: Class 31 contains 6040 members 
Mstep: Class 32 contains 910 members 
Entering Unmasked Estep 
Score: -35859168.000000 Penalty: 19322.265625
Splitting cluster 27 changes total score from -35856200.000000 to -35859168.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 28 (806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Entering Unmasked Estep 
Score: -42964.289062 Penalty: 304.489807
	Iteration 0F: 2 clusters Score -42964.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -42281.683594 Penalty: 608.979614
	Iteration 0F: 3 clusters Score -42281.68 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -42894.292969 Penalty: 608.979614
	Iteration 1F: 3 clusters Score -42894.29 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43166.003906 Penalty: 608.979614
	Iteration 2F: 3 clusters Score -43166 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43262.625000 Penalty: 608.979614
	Iteration 3F: 3 clusters Score -43262.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43318.671875 Penalty: 608.979614
	Iteration 4Q: 3 clusters Score -43318.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43364.519531 Penalty: 608.979614
	Iteration 5Q: 3 clusters Score -43364.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43371.753906 Penalty: 608.979614
	Iteration 6Q: 3 clusters Score -43371.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43376.554688 Penalty: 608.979614
	Iteration 7Q: 3 clusters Score -43376.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43379.402344 Penalty: 608.979614
	Iteration 8Q: 3 clusters Score -43379.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43381.121094 Penalty: 608.979614
	Iteration 9Q: 3 clusters Score -43381.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43386.632812 Penalty: 608.979614
	Iteration 10Q: 3 clusters Score -43386.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43397.117188 Penalty: 608.979614
	Iteration 11Q: 3 clusters Score -43397.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -43413.605469 Penalty: 608.979614
	Iteration 12Q: 3 clusters Score -43413.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -43470.574219 Penalty: 608.979614
	Iteration 13Q: 3 clusters Score -43470.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -43544.324219 Penalty: 608.979614
	Iteration 14Q: 3 clusters Score -43544.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -43556.968750 Penalty: 608.979614
	Iteration 15Q: 3 clusters Score -43556.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -43556.968750 Penalty: 608.979614
	Iteration 16F: 3 clusters Score -43556.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 61864 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3438 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18567 members 
Mstep: Class 10 contains 43171 members 
Mstep: Class 11 contains 2006 members 
Mstep: Class 12 contains 10434 members 
Mstep: Class 13 contains 45989 members 
Mstep: Class 14 contains 48342 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21481 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 18 contains 39979 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76043 members 
Mstep: Class 21 contains 13476 members 
Mstep: Class 22 contains 52969 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 30090 members 
Mstep: Class 27 contains 2867 members 
Mstep: Class 28 contains 690 members 
Mstep: Class 29 contains 87694 members 
Mstep: Class 30 contains 2336 members 
Mstep: Class 31 contains 6040 members 
Mstep: Class 32 contains 910 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
Score: -35859472.000000 Penalty: 19926.087891
Splitting cluster 28 changes total score from -35856200.000000 to -35859472.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 61864 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3438 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18567 members 
Mstep: Class 10 contains 43171 members 
Mstep: Class 11 contains 2006 members 
Mstep: Class 12 contains 10434 members 
Mstep: Class 13 contains 45989 members 
Mstep: Class 14 contains 48342 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21481 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76043 members 
Mstep: Class 21 contains 13476 members 
Mstep: Class 22 contains 52969 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 30090 members 
Mstep: Class 27 contains 2867 members 
Mstep: Class 28 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35860692.000000 Penalty: 19926.087891
Iteration 159Q: 34 clusters Score -3.586069e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 62482 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 3424 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18574 members 
Mstep: Class 10 contains 42880 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 10248 members 
Mstep: Class 13 contains 45824 members 
Mstep: Class 14 contains 48193 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21511 members 
Mstep: Class 17 contains 1303 members 
Mstep: Class 18 contains 39980 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 75230 members 
Mstep: Class 21 contains 13987 members 
Mstep: Class 22 contains 54709 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 29580 members 
Mstep: Class 27 contains 2945 members 
Mstep: Class 28 contains 690 members 
Mstep: Class 29 contains 87011 members 
Mstep: Class 30 contains 2309 members 
Mstep: Class 31 contains 5947 members 
Mstep: Class 32 contains 909 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35861376.000000 Penalty: 19926.087891
Iteration 160F: 34 clusters Score -3.586138e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 62861 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3422 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18496 members 
Mstep: Class 10 contains 42682 members 
Mstep: Class 11 contains 2063 members 
Mstep: Class 12 contains 9930 members 
Mstep: Class 13 contains 45037 members 
Mstep: Class 14 contains 48063 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21412 members 
Mstep: Class 17 contains 1318 members 
Mstep: Class 18 contains 41433 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 74400 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 55669 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 28855 members 
Mstep: Class 27 contains 2992 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 86611 members 
Mstep: Class 30 contains 2672 members 
Mstep: Class 31 contains 5988 members 
Mstep: Class 32 contains 922 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35861844.000000 Penalty: 19926.087891
Iteration 161Q: 34 clusters Score -3.586184e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 63259 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3426 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18443 members 
Mstep: Class 10 contains 42946 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 9630 members 
Mstep: Class 13 contains 44450 members 
Mstep: Class 14 contains 47861 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21322 members 
Mstep: Class 17 contains 1331 members 
Mstep: Class 18 contains 42582 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 73485 members 
Mstep: Class 21 contains 14875 members 
Mstep: Class 22 contains 56314 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 28243 members 
Mstep: Class 27 contains 3008 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 86285 members 
Mstep: Class 30 contains 2935 members 
Mstep: Class 31 contains 6045 members 
Mstep: Class 32 contains 929 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35861908.000000 Penalty: 19926.087891
Iteration 162Q: 34 clusters Score -3.586191e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 63673 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3429 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18391 members 
Mstep: Class 10 contains 43476 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 9340 members 
Mstep: Class 13 contains 43992 members 
Mstep: Class 14 contains 47612 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21250 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 43694 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 72609 members 
Mstep: Class 21 contains 15277 members 
Mstep: Class 22 contains 56489 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 27693 members 
Mstep: Class 27 contains 3021 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 86094 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 6082 members 
Mstep: Class 32 contains 933 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35861932.000000 Penalty: 19926.087891
Iteration 163Q: 34 clusters Score -3.586193e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 64090 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3430 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18362 members 
Mstep: Class 10 contains 44166 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 9084 members 
Mstep: Class 13 contains 43590 members 
Mstep: Class 14 contains 47366 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21179 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 44769 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 71738 members 
Mstep: Class 21 contains 15638 members 
Mstep: Class 22 contains 56521 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 27133 members 
Mstep: Class 27 contains 3036 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 85878 members 
Mstep: Class 30 contains 3426 members 
Mstep: Class 31 contains 6124 members 
Mstep: Class 32 contains 936 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862024.000000 Penalty: 19926.087891
Iteration 164Q: 34 clusters Score -3.586202e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 64474 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3435 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18353 members 
Mstep: Class 10 contains 44979 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 8779 members 
Mstep: Class 13 contains 43305 members 
Mstep: Class 14 contains 47145 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21135 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 45768 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 70798 members 
Mstep: Class 21 contains 15991 members 
Mstep: Class 22 contains 56411 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 26618 members 
Mstep: Class 27 contains 3051 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 85742 members 
Mstep: Class 30 contains 3629 members 
Mstep: Class 31 contains 6152 members 
Mstep: Class 32 contains 940 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862196.000000 Penalty: 19926.087891
Iteration 165Q: 34 clusters Score -3.58622e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 64826 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3444 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18344 members 
Mstep: Class 10 contains 45831 members 
Mstep: Class 11 contains 2044 members 
Mstep: Class 12 contains 8468 members 
Mstep: Class 13 contains 43084 members 
Mstep: Class 14 contains 46963 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21110 members 
Mstep: Class 17 contains 1349 members 
Mstep: Class 18 contains 46723 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 69843 members 
Mstep: Class 21 contains 16318 members 
Mstep: Class 22 contains 56266 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 26129 members 
Mstep: Class 27 contains 3062 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 85623 members 
Mstep: Class 30 contains 3808 members 
Mstep: Class 31 contains 6184 members 
Mstep: Class 32 contains 943 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862376.000000 Penalty: 19926.087891
Iteration 166Q: 34 clusters Score -3.586238e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 65191 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3449 members 
Mstep: Class 8 contains 219 members 
Mstep: Class 9 contains 18342 members 
Mstep: Class 10 contains 46711 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 8185 members 
Mstep: Class 13 contains 42845 members 
Mstep: Class 14 contains 46782 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21095 members 
Mstep: Class 17 contains 1355 members 
Mstep: Class 18 contains 47699 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 68883 members 
Mstep: Class 21 contains 16627 members 
Mstep: Class 22 contains 55973 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 3077 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 85510 members 
Mstep: Class 30 contains 3989 members 
Mstep: Class 31 contains 6203 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862180.000000 Penalty: 19926.087891
Iteration 167Q: 34 clusters Score -3.586218e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 65543 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3460 members 
Mstep: Class 8 contains 219 members 
Mstep: Class 9 contains 18341 members 
Mstep: Class 10 contains 47843 members 
Mstep: Class 11 contains 2010 members 
Mstep: Class 12 contains 7901 members 
Mstep: Class 13 contains 42610 members 
Mstep: Class 14 contains 46674 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21081 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 48583 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 67911 members 
Mstep: Class 21 contains 16889 members 
Mstep: Class 22 contains 55654 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 25338 members 
Mstep: Class 27 contains 3092 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 85304 members 
Mstep: Class 30 contains 4153 members 
Mstep: Class 31 contains 6218 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862584.000000 Penalty: 19926.087891
Iteration 168Q: 34 clusters Score -3.586258e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 65903 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 3462 members 
Mstep: Class 8 contains 219 members 
Mstep: Class 9 contains 18336 members 
Mstep: Class 10 contains 49129 members 
Mstep: Class 11 contains 1995 members 
Mstep: Class 12 contains 7617 members 
Mstep: Class 13 contains 42375 members 
Mstep: Class 14 contains 46559 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21073 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 49304 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 66978 members 
Mstep: Class 21 contains 17161 members 
Mstep: Class 22 contains 55418 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 24808 members 
Mstep: Class 27 contains 3111 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 85137 members 
Mstep: Class 30 contains 4308 members 
Mstep: Class 31 contains 6227 members 
Mstep: Class 32 contains 948 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862440.000000 Penalty: 19926.087891
Iteration 169Q: 34 clusters Score -3.586244e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 66229 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 3458 members 
Mstep: Class 8 contains 219 members 
Mstep: Class 9 contains 18339 members 
Mstep: Class 10 contains 50431 members 
Mstep: Class 11 contains 1976 members 
Mstep: Class 12 contains 7329 members 
Mstep: Class 13 contains 42195 members 
Mstep: Class 14 contains 46399 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21057 members 
Mstep: Class 17 contains 1368 members 
Mstep: Class 18 contains 50118 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 66052 members 
Mstep: Class 21 contains 17451 members 
Mstep: Class 22 contains 55056 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 24285 members 
Mstep: Class 27 contains 3125 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 84968 members 
Mstep: Class 30 contains 4458 members 
Mstep: Class 31 contains 6244 members 
Mstep: Class 32 contains 949 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862324.000000 Penalty: 19926.087891
Iteration 170Q: 34 clusters Score -3.586232e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 66575 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 3454 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18343 members 
Mstep: Class 10 contains 51716 members 
Mstep: Class 11 contains 1946 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 42022 members 
Mstep: Class 14 contains 46212 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 21033 members 
Mstep: Class 17 contains 1368 members 
Mstep: Class 18 contains 50964 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 64994 members 
Mstep: Class 21 contains 17768 members 
Mstep: Class 22 contains 54791 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 23850 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 84744 members 
Mstep: Class 30 contains 4610 members 
Mstep: Class 31 contains 6260 members 
Mstep: Class 32 contains 951 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862520.000000 Penalty: 19926.087891
Iteration 171Q: 34 clusters Score -3.586252e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 66912 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 3452 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18351 members 
Mstep: Class 10 contains 53154 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 6752 members 
Mstep: Class 13 contains 41883 members 
Mstep: Class 14 contains 46007 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20999 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 51718 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 64034 members 
Mstep: Class 21 contains 18076 members 
Mstep: Class 22 contains 54431 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 23412 members 
Mstep: Class 27 contains 3144 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 84476 members 
Mstep: Class 30 contains 4731 members 
Mstep: Class 31 contains 6277 members 
Mstep: Class 32 contains 952 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862596.000000 Penalty: 19926.087891
Iteration 172Q: 34 clusters Score -3.58626e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 67221 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 3457 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18362 members 
Mstep: Class 10 contains 54622 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 6471 members 
Mstep: Class 13 contains 41791 members 
Mstep: Class 14 contains 45790 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20982 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 52382 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 63138 members 
Mstep: Class 21 contains 18377 members 
Mstep: Class 22 contains 54102 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 22917 members 
Mstep: Class 27 contains 3149 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 84220 members 
Mstep: Class 30 contains 4826 members 
Mstep: Class 31 contains 6292 members 
Mstep: Class 32 contains 954 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862520.000000 Penalty: 19926.087891
Iteration 173Q: 34 clusters Score -3.586252e+07 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 67501 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 3461 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18373 members 
Mstep: Class 10 contains 56292 members 
Mstep: Class 11 contains 1875 members 
Mstep: Class 12 contains 6216 members 
Mstep: Class 13 contains 41719 members 
Mstep: Class 14 contains 45629 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20965 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 52990 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 62370 members 
Mstep: Class 21 contains 18658 members 
Mstep: Class 22 contains 53623 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 22374 members 
Mstep: Class 27 contains 3153 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 83827 members 
Mstep: Class 30 contains 4914 members 
Mstep: Class 31 contains 6311 members 
Mstep: Class 32 contains 958 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862680.000000 Penalty: 19926.087891
Iteration 174Q: 34 clusters Score -3.586268e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 67748 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 3463 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18386 members 
Mstep: Class 10 contains 58005 members 
Mstep: Class 11 contains 1859 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 41636 members 
Mstep: Class 14 contains 45417 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20950 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 53481 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 61502 members 
Mstep: Class 21 contains 18921 members 
Mstep: Class 22 contains 53393 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 21856 members 
Mstep: Class 27 contains 3157 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 83415 members 
Mstep: Class 30 contains 4979 members 
Mstep: Class 31 contains 6335 members 
Mstep: Class 32 contains 963 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862872.000000 Penalty: 19926.087891
Iteration 175Q: 34 clusters Score -3.586287e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 67969 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 3469 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18397 members 
Mstep: Class 10 contains 59812 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 12 contains 5712 members 
Mstep: Class 13 contains 41609 members 
Mstep: Class 14 contains 45217 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20926 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 53865 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 60772 members 
Mstep: Class 21 contains 19193 members 
Mstep: Class 22 contains 53129 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 21237 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 82951 members 
Mstep: Class 30 contains 5055 members 
Mstep: Class 31 contains 6355 members 
Mstep: Class 32 contains 965 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862808.000000 Penalty: 19926.087891
Iteration 176Q: 34 clusters Score -3.586281e+07 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 68184 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 3477 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18404 members 
Mstep: Class 10 contains 61692 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 12 contains 5442 members 
Mstep: Class 13 contains 41605 members 
Mstep: Class 14 contains 45044 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20903 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 54127 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 60103 members 
Mstep: Class 21 contains 19440 members 
Mstep: Class 22 contains 52881 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 20598 members 
Mstep: Class 27 contains 3158 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 82442 members 
Mstep: Class 30 contains 5127 members 
Mstep: Class 31 contains 6373 members 
Mstep: Class 32 contains 966 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 34 clusters Score -3.58624e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 68400 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 3487 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18414 members 
Mstep: Class 10 contains 63696 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 12 contains 5140 members 
Mstep: Class 13 contains 41603 members 
Mstep: Class 14 contains 44855 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20878 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 53896 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 59643 members 
Mstep: Class 21 contains 19665 members 
Mstep: Class 22 contains 52828 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 19987 members 
Mstep: Class 27 contains 3158 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 81968 members 
Mstep: Class 30 contains 5190 members 
Mstep: Class 31 contains 6389 members 
Mstep: Class 32 contains 966 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
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Iteration 178Q: 34 clusters Score -3.58619e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 68600 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 3493 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18419 members 
Mstep: Class 10 contains 65799 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 12 contains 4840 members 
Mstep: Class 13 contains 41593 members 
Mstep: Class 14 contains 44655 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20857 members 
Mstep: Class 17 contains 1348 members 
Mstep: Class 18 contains 52872 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 59318 members 
Mstep: Class 21 contains 19836 members 
Mstep: Class 22 contains 53377 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 19435 members 
Mstep: Class 27 contains 3160 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 81489 members 
Mstep: Class 30 contains 5238 members 
Mstep: Class 31 contains 6411 members 
Mstep: Class 32 contains 966 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
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Iteration 179Q: 34 clusters Score -3.586179e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 68771 members 
Mstep: Class 6 contains 317 members 
Mstep: Class 7 contains 3500 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18427 members 
Mstep: Class 10 contains 67836 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 12 contains 4498 members 
Mstep: Class 13 contains 41590 members 
Mstep: Class 14 contains 44413 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20830 members 
Mstep: Class 17 contains 1348 members 
Mstep: Class 18 contains 51542 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 58890 members 
Mstep: Class 21 contains 20013 members 
Mstep: Class 22 contains 54366 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18892 members 
Mstep: Class 27 contains 3162 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 81114 members 
Mstep: Class 30 contains 5266 members 
Mstep: Class 31 contains 6432 members 
Mstep: Class 32 contains 965 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
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Iteration 180F: 34 clusters Score -3.586227e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 68943 members 
Mstep: Class 6 contains 317 members 
Mstep: Class 7 contains 3504 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18429 members 
Mstep: Class 10 contains 69676 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 4113 members 
Mstep: Class 13 contains 41506 members 
Mstep: Class 14 contains 44161 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20808 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 51612 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 58448 members 
Mstep: Class 21 contains 20176 members 
Mstep: Class 22 contains 54113 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18377 members 
Mstep: Class 27 contains 3164 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 80777 members 
Mstep: Class 30 contains 5430 members 
Mstep: Class 31 contains 6449 members 
Mstep: Class 32 contains 965 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
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Iteration 181Q: 34 clusters Score -3.586272e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 69109 members 
Mstep: Class 6 contains 317 members 
Mstep: Class 7 contains 3506 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18441 members 
Mstep: Class 10 contains 71477 members 
Mstep: Class 11 contains 1864 members 
Mstep: Class 12 contains 3710 members 
Mstep: Class 13 contains 41372 members 
Mstep: Class 14 contains 43823 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20764 members 
Mstep: Class 17 contains 1336 members 
Mstep: Class 18 contains 51708 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 58087 members 
Mstep: Class 21 contains 20338 members 
Mstep: Class 22 contains 53892 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17846 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 80492 members 
Mstep: Class 30 contains 5621 members 
Mstep: Class 31 contains 6465 members 
Mstep: Class 32 contains 965 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
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Iteration 182Q: 34 clusters Score -3.586279e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 69246 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 3516 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18459 members 
Mstep: Class 10 contains 73392 members 
Mstep: Class 11 contains 1865 members 
Mstep: Class 12 contains 3277 members 
Mstep: Class 13 contains 41252 members 
Mstep: Class 14 contains 43285 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20722 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 51735 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 57561 members 
Mstep: Class 21 contains 20528 members 
Mstep: Class 22 contains 53649 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17513 members 
Mstep: Class 27 contains 3169 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 80349 members 
Mstep: Class 30 contains 5803 members 
Mstep: Class 31 contains 6482 members 
Mstep: Class 32 contains 965 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
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Iteration 183Q: 34 clusters Score -3.58633e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 69367 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18474 members 
Mstep: Class 10 contains 75201 members 
Mstep: Class 11 contains 1884 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 41176 members 
Mstep: Class 14 contains 42711 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20682 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 51826 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 57015 members 
Mstep: Class 21 contains 20651 members 
Mstep: Class 22 contains 53330 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17209 members 
Mstep: Class 27 contains 3168 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 80352 members 
Mstep: Class 30 contains 5998 members 
Mstep: Class 31 contains 6497 members 
Mstep: Class 32 contains 966 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
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Iteration 184Q: 34 clusters Score -3.586376e+07 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 69481 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 3540 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 76960 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 2425 members 
Mstep: Class 13 contains 41078 members 
Mstep: Class 14 contains 42086 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20651 members 
Mstep: Class 17 contains 1324 members 
Mstep: Class 18 contains 51869 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 56433 members 
Mstep: Class 21 contains 20742 members 
Mstep: Class 22 contains 53119 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16841 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 80469 members 
Mstep: Class 30 contains 6207 members 
Mstep: Class 31 contains 6510 members 
Mstep: Class 32 contains 966 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
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Iteration 185Q: 34 clusters Score -3.58647e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 69593 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 3557 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18499 members 
Mstep: Class 10 contains 78482 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 2077 members 
Mstep: Class 13 contains 40894 members 
Mstep: Class 14 contains 41442 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20624 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 52398 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 55963 members 
Mstep: Class 21 contains 20804 members 
Mstep: Class 22 contains 52745 members 
Mstep: Class 23 contains 335 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16432 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 80619 members 
Mstep: Class 30 contains 6325 members 
Mstep: Class 31 contains 6516 members 
Mstep: Class 32 contains 968 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
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Iteration 186Q: 34 clusters Score -3.58649e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 69707 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 18508 members 
Mstep: Class 10 contains 79854 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 40716 members 
Mstep: Class 14 contains 40770 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20596 members 
Mstep: Class 17 contains 1304 members 
Mstep: Class 18 contains 53140 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 55549 members 
Mstep: Class 21 contains 20868 members 
Mstep: Class 22 contains 52282 members 
Mstep: Class 23 contains 335 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16047 members 
Mstep: Class 27 contains 3173 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 80750 members 
Mstep: Class 30 contains 6369 members 
Mstep: Class 31 contains 6518 members 
Mstep: Class 32 contains 969 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
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Iteration 187Q: 34 clusters Score -3.586496e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 69810 members 
Mstep: Class 6 contains 324 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18512 members 
Mstep: Class 10 contains 81054 members 
Mstep: Class 11 contains 1905 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 40484 members 
Mstep: Class 14 contains 40137 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20575 members 
Mstep: Class 17 contains 1303 members 
Mstep: Class 18 contains 54293 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 54984 members 
Mstep: Class 21 contains 20907 members 
Mstep: Class 22 contains 51810 members 
Mstep: Class 23 contains 335 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 15717 members 
Mstep: Class 27 contains 3172 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 80857 members 
Mstep: Class 30 contains 6316 members 
Mstep: Class 31 contains 6519 members 
Mstep: Class 32 contains 969 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
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Iteration 188Q: 34 clusters Score -3.586514e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 69886 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18516 members 
Mstep: Class 10 contains 81932 members 
Mstep: Class 11 contains 1893 members 
Mstep: Class 12 contains 1349 members 
Mstep: Class 13 contains 40283 members 
Mstep: Class 14 contains 39490 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20557 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 55804 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 54334 members 
Mstep: Class 21 contains 20935 members 
Mstep: Class 22 contains 51375 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 15370 members 
Mstep: Class 27 contains 3175 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 81041 members 
Mstep: Class 30 contains 6190 members 
Mstep: Class 31 contains 6526 members 
Mstep: Class 32 contains 969 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
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Iteration 189Q: 34 clusters Score -3.586516e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 69951 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18516 members 
Mstep: Class 10 contains 82617 members 
Mstep: Class 11 contains 1889 members 
Mstep: Class 12 contains 1189 members 
Mstep: Class 13 contains 40148 members 
Mstep: Class 14 contains 38910 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20545 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 57602 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 53607 members 
Mstep: Class 21 contains 20962 members 
Mstep: Class 22 contains 50775 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 14999 members 
Mstep: Class 27 contains 3179 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 81284 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 6528 members 
Mstep: Class 32 contains 969 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
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Iteration 190Q: 34 clusters Score -3.586495e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70001 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18513 members 
Mstep: Class 10 contains 83157 members 
Mstep: Class 11 contains 1866 members 
Mstep: Class 12 contains 1075 members 
Mstep: Class 13 contains 39998 members 
Mstep: Class 14 contains 38327 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20537 members 
Mstep: Class 17 contains 1285 members 
Mstep: Class 18 contains 59556 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 52907 members 
Mstep: Class 21 contains 20964 members 
Mstep: Class 22 contains 50138 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 14659 members 
Mstep: Class 27 contains 3183 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 81540 members 
Mstep: Class 30 contains 5790 members 
Mstep: Class 31 contains 6528 members 
Mstep: Class 32 contains 969 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
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Iteration 191Q: 34 clusters Score -3.586492e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70038 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18516 members 
Mstep: Class 10 contains 83513 members 
Mstep: Class 11 contains 1840 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 39881 members 
Mstep: Class 14 contains 37700 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20528 members 
Mstep: Class 17 contains 1278 members 
Mstep: Class 18 contains 61623 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 52254 members 
Mstep: Class 21 contains 20931 members 
Mstep: Class 22 contains 49447 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 14327 members 
Mstep: Class 27 contains 3181 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 81879 members 
Mstep: Class 30 contains 5616 members 
Mstep: Class 31 contains 6528 members 
Mstep: Class 32 contains 969 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
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Iteration 192Q: 34 clusters Score -3.586473e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70067 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18520 members 
Mstep: Class 10 contains 83644 members 
Mstep: Class 11 contains 1815 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 39743 members 
Mstep: Class 14 contains 37080 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20521 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 63913 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 51505 members 
Mstep: Class 21 contains 20837 members 
Mstep: Class 22 contains 48850 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 14027 members 
Mstep: Class 27 contains 3184 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 82231 members 
Mstep: Class 30 contains 5447 members 
Mstep: Class 31 contains 6524 members 
Mstep: Class 32 contains 969 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
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Iteration 193Q: 34 clusters Score -3.586474e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70092 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18518 members 
Mstep: Class 10 contains 83641 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 12 contains 817 members 
Mstep: Class 13 contains 39645 members 
Mstep: Class 14 contains 36516 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20516 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 66252 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 50719 members 
Mstep: Class 21 contains 20728 members 
Mstep: Class 22 contains 48246 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 13728 members 
Mstep: Class 27 contains 3184 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 82587 members 
Mstep: Class 30 contains 5330 members 
Mstep: Class 31 contains 6525 members 
Mstep: Class 32 contains 970 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
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Iteration 194Q: 34 clusters Score -3.586505e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70113 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 3664 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18520 members 
Mstep: Class 10 contains 83421 members 
Mstep: Class 11 contains 1710 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 39576 members 
Mstep: Class 14 contains 35948 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20509 members 
Mstep: Class 17 contains 1270 members 
Mstep: Class 18 contains 68614 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 49960 members 
Mstep: Class 21 contains 20646 members 
Mstep: Class 22 contains 47743 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 13453 members 
Mstep: Class 27 contains 3184 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 82917 members 
Mstep: Class 30 contains 5240 members 
Mstep: Class 31 contains 6519 members 
Mstep: Class 32 contains 972 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
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Iteration 195Q: 34 clusters Score -3.586511e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70121 members 
Mstep: Class 6 contains 339 members 
Mstep: Class 7 contains 3677 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18521 members 
Mstep: Class 10 contains 83024 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 39550 members 
Mstep: Class 14 contains 35387 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20497 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 70797 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 49390 members 
Mstep: Class 21 contains 20512 members 
Mstep: Class 22 contains 47527 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 13083 members 
Mstep: Class 27 contains 3179 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 83195 members 
Mstep: Class 30 contains 5177 members 
Mstep: Class 31 contains 6516 members 
Mstep: Class 32 contains 974 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
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Score: -35865444.000000 Penalty: 19926.087891
Iteration 196Q: 34 clusters Score -3.586544e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70127 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 3689 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 82646 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 639 members 
Mstep: Class 13 contains 39527 members 
Mstep: Class 14 contains 34766 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20478 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 72991 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 48957 members 
Mstep: Class 21 contains 20361 members 
Mstep: Class 22 contains 47218 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 12725 members 
Mstep: Class 27 contains 3170 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 83454 members 
Mstep: Class 30 contains 5146 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 977 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865776.000000 Penalty: 19926.087891
Iteration 197Q: 34 clusters Score -3.586578e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70147 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 3694 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18524 members 
Mstep: Class 10 contains 82330 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 39501 members 
Mstep: Class 14 contains 34075 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20467 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 75051 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 48523 members 
Mstep: Class 21 contains 20210 members 
Mstep: Class 22 contains 46929 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 12391 members 
Mstep: Class 27 contains 3166 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 83786 members 
Mstep: Class 30 contains 5148 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 979 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865892.000000 Penalty: 19926.087891
Iteration 198Q: 34 clusters Score -3.586589e+07 nChanged 6578
Entering ConstructFrom: 
Score: -35865892.000000 Penalty: 19926.087891
Entering ConstructFrom: 
Trying to split cluster 1 (1454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Entering Unmasked Estep 
Score: -93228.085938 Penalty: 331.334351
	Iteration 0F: 2 clusters Score -93228.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -92129.062500 Penalty: 662.668701
	Iteration 0F: 3 clusters Score -92129.06 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -92452.765625 Penalty: 662.668701
	Iteration 1F: 3 clusters Score -92452.77 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -92536.812500 Penalty: 662.668701
	Iteration 2F: 3 clusters Score -92536.81 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -92598.882812 Penalty: 662.668701
	Iteration 3F: 3 clusters Score -92598.88 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -92638.390625 Penalty: 662.668701
	Iteration 4Q: 3 clusters Score -92638.39 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -92669.007812 Penalty: 662.668701
	Iteration 5Q: 3 clusters Score -92669.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -92694.625000 Penalty: 662.668701
	Iteration 6Q: 3 clusters Score -92694.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -92716.070312 Penalty: 662.668701
	Iteration 7Q: 3 clusters Score -92716.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -92730.398438 Penalty: 662.668701
	Iteration 8Q: 3 clusters Score -92730.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -92742.390625 Penalty: 662.668701
	Iteration 9Q: 3 clusters Score -92742.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92757.835938 Penalty: 662.668701
	Iteration 10Q: 3 clusters Score -92757.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -92781.328125 Penalty: 662.668701
	Iteration 11Q: 3 clusters Score -92781.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -92792.578125 Penalty: 662.668701
	Iteration 12Q: 3 clusters Score -92792.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -92798.750000 Penalty: 662.668701
	Iteration 13Q: 3 clusters Score -92798.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -92802.539062 Penalty: 662.668701
	Iteration 14Q: 3 clusters Score -92802.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -92805.843750 Penalty: 662.668701
	Iteration 15Q: 3 clusters Score -92805.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -92808.367188 Penalty: 662.668701
	Iteration 16Q: 3 clusters Score -92808.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -92809.664062 Penalty: 662.668701
	Iteration 17Q: 3 clusters Score -92809.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -92811.304688 Penalty: 662.668701
	Iteration 18Q: 3 clusters Score -92811.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -92812.015625 Penalty: 662.668701
	Iteration 19Q: 3 clusters Score -92812.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -92812.820312 Penalty: 662.668701
	Iteration 20F: 3 clusters Score -92812.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -92813.242188 Penalty: 662.668701
	Iteration 21Q: 3 clusters Score -92813.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -92813.710938 Penalty: 662.668701
	Iteration 22Q: 3 clusters Score -92813.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -92813.710938 Penalty: 662.668701
	Iteration 23F: 3 clusters Score -92813.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -39346.425781 Penalty: 299.921173
	Iteration 0F: 2 clusters Score -39346.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -38707.835938 Penalty: 599.842346
	Iteration 0F: 3 clusters Score -38707.84 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -38920.105469 Penalty: 599.842346
	Iteration 1F: 3 clusters Score -38920.11 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -38997.136719 Penalty: 599.842346
	Iteration 2F: 3 clusters Score -38997.14 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -39045.933594 Penalty: 599.842346
	Iteration 3F: 3 clusters Score -39045.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -39075.300781 Penalty: 599.842346
	Iteration 4Q: 3 clusters Score -39075.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -39098.476562 Penalty: 599.842346
	Iteration 5Q: 3 clusters Score -39098.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -39107.843750 Penalty: 599.842346
	Iteration 6Q: 3 clusters Score -39107.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -39117.265625 Penalty: 599.842346
	Iteration 7Q: 3 clusters Score -39117.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -39126.402344 Penalty: 599.842346
	Iteration 8Q: 3 clusters Score -39126.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -39134.683594 Penalty: 599.842346
	Iteration 9Q: 3 clusters Score -39134.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -39141.441406 Penalty: 599.842346
	Iteration 10Q: 3 clusters Score -39141.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -39144.667969 Penalty: 599.842346
	Iteration 11Q: 3 clusters Score -39144.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39150.792969 Penalty: 599.842346
	Iteration 12Q: 3 clusters Score -39150.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -39157.425781 Penalty: 599.842346
	Iteration 13Q: 3 clusters Score -39157.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39162.980469 Penalty: 599.842346
	Iteration 14Q: 3 clusters Score -39162.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39172.152344 Penalty: 599.842346
	Iteration 15Q: 3 clusters Score -39172.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -39181.027344 Penalty: 599.842346
	Iteration 16Q: 3 clusters Score -39181.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -39197.203125 Penalty: 599.842346
	Iteration 17Q: 3 clusters Score -39197.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -39211.988281 Penalty: 599.842346
	Iteration 18Q: 3 clusters Score -39211.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39219.378906 Penalty: 599.842346
	Iteration 19Q: 3 clusters Score -39219.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39223.683594 Penalty: 599.842346
	Iteration 20F: 3 clusters Score -39223.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39224.804688 Penalty: 599.842346
	Iteration 21Q: 3 clusters Score -39224.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39225.585938 Penalty: 599.842346
	Iteration 22Q: 3 clusters Score -39225.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39227.761719 Penalty: 599.842346
	Iteration 23Q: 3 clusters Score -39227.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -39230.617188 Penalty: 599.842346
	Iteration 24Q: 3 clusters Score -39230.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39232.210938 Penalty: 599.842346
	Iteration 25Q: 3 clusters Score -39232.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39233.847656 Penalty: 599.842346
	Iteration 26Q: 3 clusters Score -39233.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39234.917969 Penalty: 599.842346
	Iteration 27Q: 3 clusters Score -39234.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39238.460938 Penalty: 599.842346
	Iteration 28Q: 3 clusters Score -39238.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39243.253906 Penalty: 599.842346
	Iteration 29Q: 3 clusters Score -39243.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39245.808594 Penalty: 599.842346
	Iteration 30Q: 3 clusters Score -39245.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -39247.875000 Penalty: 599.842346
	Iteration 31Q: 3 clusters Score -39247.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -39249.000000 Penalty: 599.842346
	Iteration 32Q: 3 clusters Score -39249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39249.148438 Penalty: 599.842346
	Iteration 33Q: 3 clusters Score -39249.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39249.148438 Penalty: 599.842346
	Iteration 34F: 3 clusters Score -39249.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -5966.103027 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -5966.103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5742.979980 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -5742.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5778.149414 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5778.149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5788.668945 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -5788.669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5789.310059 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -5789.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5789.310059 Penalty: 422.639587
	Iteration 4F: 3 clusters Score -5789.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -31364.380859 Penalty: 291.136078
	Iteration 0F: 2 clusters Score -31364.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30800.562500 Penalty: 582.272156
	Iteration 0F: 3 clusters Score -30800.56 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -31056.976562 Penalty: 582.272156
	Iteration 1F: 3 clusters Score -31056.98 nChanged 64
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: -31162.566406 Penalty: 582.272156
	Iteration 2F: 3 clusters Score -31162.57 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -31237.099609 Penalty: 582.272156
	Iteration 3F: 3 clusters Score -31237.1 nChanged 31
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: -31291.759766 Penalty: 582.272156
	Iteration 4F: 3 clusters Score -31291.76 nChanged 20
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: -31318.912109 Penalty: 582.272156
	Iteration 5Q: 3 clusters Score -31318.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -31341.251953 Penalty: 582.272156
	Iteration 6Q: 3 clusters Score -31341.25 nChanged 18
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: -31384.728516 Penalty: 582.272156
	Iteration 7Q: 3 clusters Score -31384.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -31439.160156 Penalty: 582.272156
	Iteration 8Q: 3 clusters Score -31439.16 nChanged 15
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: -31509.617188 Penalty: 582.272156
	Iteration 9Q: 3 clusters Score -31509.62 nChanged 7
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: -31533.531250 Penalty: 582.272156
	Iteration 10Q: 3 clusters Score -31533.53 nChanged 7
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: -31543.673828 Penalty: 582.272156
	Iteration 11Q: 3 clusters Score -31543.67 nChanged 2
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: -31548.417969 Penalty: 582.272156
	Iteration 12Q: 3 clusters Score -31548.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -31549.437500 Penalty: 582.272156
	Iteration 13Q: 3 clusters Score -31549.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -31551.818359 Penalty: 582.272156
	Iteration 14Q: 3 clusters Score -31551.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -31556.068359 Penalty: 582.272156
	Iteration 15F: 3 clusters Score -31556.07 nChanged 1
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: -31556.636719 Penalty: 582.272156
	Iteration 16Q: 3 clusters Score -31556.64 nChanged 0
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: -31556.636719 Penalty: 582.272156
	Iteration 17F: 3 clusters Score -31556.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 70161 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 3698 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18522 members 
Mstep: Class 10 contains 82201 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 39515 members 
Mstep: Class 14 contains 33368 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20456 members 
Mstep: Class 17 contains 1269 members 
Mstep: Class 18 contains 77007 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 48161 members 
Mstep: Class 21 contains 20030 members 
Mstep: Class 22 contains 46509 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 12080 members 
Mstep: Class 27 contains 3161 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 84070 members 
Mstep: Class 30 contains 5157 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
Score: -35865312.000000 Penalty: 20529.908203
Splitting cluster 4 changes total score from -35865892.000000 to -35865312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (70161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70161 members 
Entering Unmasked Estep 
Score: -4176357.250000 Penalty: 507.713959
	Iteration 0F: 2 clusters Score -4176357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -4129264.250000 Penalty: 1015.427917
	Iteration 0F: 3 clusters Score -4129264 nChanged 34031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -4151616.750000 Penalty: 1015.427917
	Iteration 1F: 3 clusters Score -4151617 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -4154446.250000 Penalty: 1015.427917
	Iteration 2F: 3 clusters Score -4154446 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -4158630.250000 Penalty: 1015.427917
	Iteration 3F: 3 clusters Score -4158630 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -4163689.000000 Penalty: 1015.427917
	Iteration 4F: 3 clusters Score -4163689 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -4168510.500000 Penalty: 1015.427917
	Iteration 5F: 3 clusters Score -4168510 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65317 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -4171969.500000 Penalty: 1015.427917
	Iteration 6F: 3 clusters Score -4171970 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67314 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4173890.000000 Penalty: 1015.427917
	Iteration 7Q: 3 clusters Score -4173890 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68345 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4174802.250000 Penalty: 1015.427917
	Iteration 8Q: 3 clusters Score -4174802 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68915 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4175288.000000 Penalty: 1015.427917
	Iteration 9Q: 3 clusters Score -4175288 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4175493.250000 Penalty: 1015.427917
	Iteration 10Q: 3 clusters Score -4175493 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69436 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4175601.750000 Penalty: 1015.427917
	Iteration 11Q: 3 clusters Score -4175602 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69581 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4175685.250000 Penalty: 1015.427917
	Iteration 12Q: 3 clusters Score -4175685 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69687 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4175735.250000 Penalty: 1015.427917
	Iteration 13Q: 3 clusters Score -4175735 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69770 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4175789.000000 Penalty: 1015.427917
	Iteration 14Q: 3 clusters Score -4175789 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69832 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4175814.000000 Penalty: 1015.427917
	Iteration 15Q: 3 clusters Score -4175814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69876 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4175839.500000 Penalty: 1015.427917
	Iteration 16Q: 3 clusters Score -4175840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4175871.750000 Penalty: 1015.427917
	Iteration 17Q: 3 clusters Score -4175872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69948 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4175883.250000 Penalty: 1015.427917
	Iteration 18Q: 3 clusters Score -4175883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4175894.750000 Penalty: 1015.427917
	Iteration 19Q: 3 clusters Score -4175895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69986 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4175908.500000 Penalty: 1015.427917
	Iteration 20F: 3 clusters Score -4175908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69996 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4175917.750000 Penalty: 1015.427917
	Iteration 21Q: 3 clusters Score -4175918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70000 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4175918.500000 Penalty: 1015.427917
	Iteration 22Q: 3 clusters Score -4175918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70002 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -4175920.750000 Penalty: 1015.427917
	Iteration 23Q: 3 clusters Score -4175921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4175924.500000 Penalty: 1015.427917
	Iteration 24Q: 3 clusters Score -4175924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4175930.750000 Penalty: 1015.427917
	Iteration 25Q: 3 clusters Score -4175931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70015 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -4175937.500000 Penalty: 1015.427917
	Iteration 26Q: 3 clusters Score -4175938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70018 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4175940.750000 Penalty: 1015.427917
	Iteration 27Q: 3 clusters Score -4175941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4175942.750000 Penalty: 1015.427917
	Iteration 28Q: 3 clusters Score -4175943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4175942.500000 Penalty: 1015.427917
	Iteration 29Q: 3 clusters Score -4175942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4175948.000000 Penalty: 1015.427917
	Iteration 30Q: 3 clusters Score -4175948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4175948.000000 Penalty: 1015.427917
	Iteration 31F: 3 clusters Score -4175948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -20473.759766 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -20473.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20095.054688 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -20095.05 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20169.917969 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -20169.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20184.298828 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -20184.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20192.570312 Penalty: 531.762573
	Iteration 3Q: 3 clusters Score -20192.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20201.263672 Penalty: 531.762573
	Iteration 4Q: 3 clusters Score -20201.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20203.992188 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -20203.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20204.501953 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -20204.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20206.392578 Penalty: 531.762573
	Iteration 7Q: 3 clusters Score -20206.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20206.392578 Penalty: 531.762573
	Iteration 8F: 3 clusters Score -20206.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Entering Unmasked Estep 
Score: -210603.968750 Penalty: 373.807404
	Iteration 0F: 2 clusters Score -210604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -208072.718750 Penalty: 747.614807
	Iteration 0F: 3 clusters Score -208072.7 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -209218.953125 Penalty: 747.614807
	Iteration 1F: 3 clusters Score -209219 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -209462.046875 Penalty: 747.614807
	Iteration 2F: 3 clusters Score -209462 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -209695.234375 Penalty: 747.614807
	Iteration 3F: 3 clusters Score -209695.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -209873.281250 Penalty: 747.614807
	Iteration 4F: 3 clusters Score -209873.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -209973.671875 Penalty: 747.614807
	Iteration 5Q: 3 clusters Score -209973.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -210044.968750 Penalty: 747.614807
	Iteration 6Q: 3 clusters Score -210045 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -210092.109375 Penalty: 747.614807
	Iteration 7Q: 3 clusters Score -210092.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -210118.218750 Penalty: 747.614807
	Iteration 8Q: 3 clusters Score -210118.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -210136.078125 Penalty: 747.614807
	Iteration 9Q: 3 clusters Score -210136.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -210153.921875 Penalty: 747.614807
	Iteration 10Q: 3 clusters Score -210153.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -210167.109375 Penalty: 747.614807
	Iteration 11Q: 3 clusters Score -210167.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -210179.234375 Penalty: 747.614807
	Iteration 12Q: 3 clusters Score -210179.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -210193.203125 Penalty: 747.614807
	Iteration 13Q: 3 clusters Score -210193.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -210209.734375 Penalty: 747.614807
	Iteration 14Q: 3 clusters Score -210209.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -210230.984375 Penalty: 747.614807
	Iteration 15Q: 3 clusters Score -210231 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -210248.062500 Penalty: 747.614807
	Iteration 16Q: 3 clusters Score -210248.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -210260.078125 Penalty: 747.614807
	Iteration 17Q: 3 clusters Score -210260.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -210271.750000 Penalty: 747.614807
	Iteration 18Q: 3 clusters Score -210271.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -210285.000000 Penalty: 747.614807
	Iteration 19Q: 3 clusters Score -210285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -210301.671875 Penalty: 747.614807
	Iteration 20F: 3 clusters Score -210301.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -210323.984375 Penalty: 747.614807
	Iteration 21Q: 3 clusters Score -210324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -210345.515625 Penalty: 747.614807
	Iteration 22Q: 3 clusters Score -210345.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -210368.687500 Penalty: 747.614807
	Iteration 23Q: 3 clusters Score -210368.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -210386.484375 Penalty: 747.614807
	Iteration 24Q: 3 clusters Score -210386.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -210396.718750 Penalty: 747.614807
	Iteration 25Q: 3 clusters Score -210396.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -210405.453125 Penalty: 747.614807
	Iteration 26Q: 3 clusters Score -210405.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -210410.359375 Penalty: 747.614807
	Iteration 27Q: 3 clusters Score -210410.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -210414.906250 Penalty: 747.614807
	Iteration 28Q: 3 clusters Score -210414.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -210417.500000 Penalty: 747.614807
	Iteration 29Q: 3 clusters Score -210417.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -210419.781250 Penalty: 747.614807
	Iteration 30Q: 3 clusters Score -210419.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -210420.453125 Penalty: 747.614807
	Iteration 31Q: 3 clusters Score -210420.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -210421.546875 Penalty: 747.614807
	Iteration 32Q: 3 clusters Score -210421.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -210421.812500 Penalty: 747.614807
	Iteration 33Q: 3 clusters Score -210421.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -210422.421875 Penalty: 747.614807
	Iteration 34Q: 3 clusters Score -210422.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -210422.625000 Penalty: 747.614807
	Iteration 35Q: 3 clusters Score -210422.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -210422.921875 Penalty: 747.614807
	Iteration 36Q: 3 clusters Score -210422.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -210423.671875 Penalty: 747.614807
	Iteration 37Q: 3 clusters Score -210423.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -210423.875000 Penalty: 747.614807
	Iteration 38Q: 3 clusters Score -210423.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -210424.828125 Penalty: 747.614807
	Iteration 39Q: 3 clusters Score -210424.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -210425.078125 Penalty: 747.614807
	Iteration 40F: 3 clusters Score -210425.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -210425.843750 Penalty: 747.614807
	Iteration 41Q: 3 clusters Score -210425.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -210426.968750 Penalty: 747.614807
	Iteration 42Q: 3 clusters Score -210427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -210427.093750 Penalty: 747.614807
	Iteration 43Q: 3 clusters Score -210427.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -210427.625000 Penalty: 747.614807
	Iteration 44Q: 3 clusters Score -210427.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -210428.750000 Penalty: 747.614807
	Iteration 45Q: 3 clusters Score -210428.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -210430.046875 Penalty: 747.614807
	Iteration 46Q: 3 clusters Score -210430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -210430.828125 Penalty: 747.614807
	Iteration 47Q: 3 clusters Score -210430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -210432.906250 Penalty: 747.614807
	Iteration 48Q: 3 clusters Score -210432.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -210434.906250 Penalty: 747.614807
	Iteration 49Q: 3 clusters Score -210434.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -210436.812500 Penalty: 747.614807
	Iteration 50Q: 3 clusters Score -210436.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -210438.375000 Penalty: 747.614807
	Iteration 51Q: 3 clusters Score -210438.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -210441.375000 Penalty: 747.614807
	Iteration 52Q: 3 clusters Score -210441.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -210443.859375 Penalty: 747.614807
	Iteration 53Q: 3 clusters Score -210443.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -210445.250000 Penalty: 747.614807
	Iteration 54Q: 3 clusters Score -210445.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -210446.718750 Penalty: 747.614807
	Iteration 55Q: 3 clusters Score -210446.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -210447.687500 Penalty: 747.614807
	Iteration 56Q: 3 clusters Score -210447.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -210448.484375 Penalty: 747.614807
	Iteration 57Q: 3 clusters Score -210448.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -210448.750000 Penalty: 747.614807
	Iteration 58Q: 3 clusters Score -210448.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -210449.453125 Penalty: 747.614807
	Iteration 59Q: 3 clusters Score -210449.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -210449.406250 Penalty: 747.614807
	Iteration 60F: 3 clusters Score -210449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -210449.781250 Penalty: 747.614807
	Iteration 61Q: 3 clusters Score -210449.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -210449.609375 Penalty: 747.614807
	Iteration 62Q: 3 clusters Score -210449.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -210450.062500 Penalty: 747.614807
	Iteration 63Q: 3 clusters Score -210450.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -210450.531250 Penalty: 747.614807
	Iteration 64Q: 3 clusters Score -210450.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -210450.515625 Penalty: 747.614807
	Iteration 65Q: 3 clusters Score -210450.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -210450.515625 Penalty: 747.614807
	Iteration 66F: 3 clusters Score -210450.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -13304.403320 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -13304.4 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 100 members 
Entering Unmasked Estep 
Score: -12997.518555 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -12997.52 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13067.288086 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -13067.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13084.786133 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -13084.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13089.385742 Penalty: 491.232819
	Iteration 3Q: 3 clusters Score -13089.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13094.012695 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -13094.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13095.545898 Penalty: 491.232819
	Iteration 5Q: 3 clusters Score -13095.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13095.545898 Penalty: 491.232819
	Iteration 6F: 3 clusters Score -13095.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Entering Unmasked Estep 
Score: -1154766.250000 Penalty: 447.115509
	Iteration 0F: 2 clusters Score -1154766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1142447.375000 Penalty: 894.231018
	Iteration 0F: 3 clusters Score -1142447 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1147465.000000 Penalty: 894.231018
	Iteration 1F: 3 clusters Score -1147465 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1147709.375000 Penalty: 894.231018
	Iteration 2Q: 3 clusters Score -1147709 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1147982.000000 Penalty: 894.231018
	Iteration 3Q: 3 clusters Score -1147982 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1148292.500000 Penalty: 894.231018
	Iteration 4Q: 3 clusters Score -1148292 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1148671.125000 Penalty: 894.231018
	Iteration 5Q: 3 clusters Score -1148671 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1149182.500000 Penalty: 894.231018
	Iteration 6Q: 3 clusters Score -1149182 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1149816.875000 Penalty: 894.231018
	Iteration 7F: 3 clusters Score -1149817 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1150484.500000 Penalty: 894.231018
	Iteration 8F: 3 clusters Score -1150484 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1150914.000000 Penalty: 894.231018
	Iteration 9Q: 3 clusters Score -1150914 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1151108.375000 Penalty: 894.231018
	Iteration 10Q: 3 clusters Score -1151108 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1151168.625000 Penalty: 894.231018
	Iteration 11Q: 3 clusters Score -1151169 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1151196.750000 Penalty: 894.231018
	Iteration 12Q: 3 clusters Score -1151197 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1151211.625000 Penalty: 894.231018
	Iteration 13Q: 3 clusters Score -1151212 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1151224.500000 Penalty: 894.231018
	Iteration 14Q: 3 clusters Score -1151224 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1151236.000000 Penalty: 894.231018
	Iteration 15Q: 3 clusters Score -1151236 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1151248.000000 Penalty: 894.231018
	Iteration 16Q: 3 clusters Score -1151248 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1151253.750000 Penalty: 894.231018
	Iteration 17Q: 3 clusters Score -1151254 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1151263.250000 Penalty: 894.231018
	Iteration 18Q: 3 clusters Score -1151263 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1151276.000000 Penalty: 894.231018
	Iteration 19Q: 3 clusters Score -1151276 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1151278.125000 Penalty: 894.231018
	Iteration 20F: 3 clusters Score -1151278 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1151288.875000 Penalty: 894.231018
	Iteration 21Q: 3 clusters Score -1151289 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1151301.750000 Penalty: 894.231018
	Iteration 22Q: 3 clusters Score -1151302 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1151314.500000 Penalty: 894.231018
	Iteration 23Q: 3 clusters Score -1151314 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1151320.125000 Penalty: 894.231018
	Iteration 24Q: 3 clusters Score -1151320 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1151324.750000 Penalty: 894.231018
	Iteration 25Q: 3 clusters Score -1151325 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1151336.375000 Penalty: 894.231018
	Iteration 26Q: 3 clusters Score -1151336 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1151343.875000 Penalty: 894.231018
	Iteration 27Q: 3 clusters Score -1151344 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1151354.125000 Penalty: 894.231018
	Iteration 28Q: 3 clusters Score -1151354 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1151364.250000 Penalty: 894.231018
	Iteration 29Q: 3 clusters Score -1151364 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1151365.625000 Penalty: 894.231018
	Iteration 30Q: 3 clusters Score -1151366 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1151374.375000 Penalty: 894.231018
	Iteration 31Q: 3 clusters Score -1151374 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1151375.750000 Penalty: 894.231018
	Iteration 32Q: 3 clusters Score -1151376 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1151385.250000 Penalty: 894.231018
	Iteration 33Q: 3 clusters Score -1151385 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1151395.125000 Penalty: 894.231018
	Iteration 34Q: 3 clusters Score -1151395 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1151404.750000 Penalty: 894.231018
	Iteration 35Q: 3 clusters Score -1151405 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1151414.500000 Penalty: 894.231018
	Iteration 36Q: 3 clusters Score -1151414 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1151426.125000 Penalty: 894.231018
	Iteration 37Q: 3 clusters Score -1151426 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1151438.500000 Penalty: 894.231018
	Iteration 38Q: 3 clusters Score -1151438 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1151448.375000 Penalty: 894.231018
	Iteration 39Q: 3 clusters Score -1151448 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1151465.125000 Penalty: 894.231018
	Iteration 40F: 3 clusters Score -1151465 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1151475.250000 Penalty: 894.231018
	Iteration 41Q: 3 clusters Score -1151475 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1151484.875000 Penalty: 894.231018
	Iteration 42Q: 3 clusters Score -1151485 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1151500.125000 Penalty: 894.231018
	Iteration 43Q: 3 clusters Score -1151500 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1151513.875000 Penalty: 894.231018
	Iteration 44Q: 3 clusters Score -1151514 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1151521.125000 Penalty: 894.231018
	Iteration 45Q: 3 clusters Score -1151521 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1151530.250000 Penalty: 894.231018
	Iteration 46Q: 3 clusters Score -1151530 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1151541.000000 Penalty: 894.231018
	Iteration 47Q: 3 clusters Score -1151541 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1151552.625000 Penalty: 894.231018
	Iteration 48Q: 3 clusters Score -1151553 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1151563.875000 Penalty: 894.231018
	Iteration 49Q: 3 clusters Score -1151564 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1151574.500000 Penalty: 894.231018
	Iteration 50Q: 3 clusters Score -1151574 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1151595.375000 Penalty: 894.231018
	Iteration 51Q: 3 clusters Score -1151595 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1151617.500000 Penalty: 894.231018
	Iteration 52Q: 3 clusters Score -1151618 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1151643.250000 Penalty: 894.231018
	Iteration 53Q: 3 clusters Score -1151643 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1151662.125000 Penalty: 894.231018
	Iteration 54Q: 3 clusters Score -1151662 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1151681.000000 Penalty: 894.231018
	Iteration 55Q: 3 clusters Score -1151681 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1151706.500000 Penalty: 894.231018
	Iteration 56Q: 3 clusters Score -1151706 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1151733.125000 Penalty: 894.231018
	Iteration 57Q: 3 clusters Score -1151733 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1151753.500000 Penalty: 894.231018
	Iteration 58Q: 3 clusters Score -1151754 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1151775.625000 Penalty: 894.231018
	Iteration 59Q: 3 clusters Score -1151776 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1151802.250000 Penalty: 894.231018
	Iteration 60F: 3 clusters Score -1151802 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1151830.625000 Penalty: 894.231018
	Iteration 61Q: 3 clusters Score -1151831 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1151858.500000 Penalty: 894.231018
	Iteration 62Q: 3 clusters Score -1151858 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1151887.125000 Penalty: 894.231018
	Iteration 63Q: 3 clusters Score -1151887 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1151914.875000 Penalty: 894.231018
	Iteration 64Q: 3 clusters Score -1151915 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1151950.000000 Penalty: 894.231018
	Iteration 65Q: 3 clusters Score -1151950 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1151996.375000 Penalty: 894.231018
	Iteration 66Q: 3 clusters Score -1151996 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1152042.375000 Penalty: 894.231018
	Iteration 67Q: 3 clusters Score -1152042 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1152083.375000 Penalty: 894.231018
	Iteration 68Q: 3 clusters Score -1152083 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1152135.125000 Penalty: 894.231018
	Iteration 69Q: 3 clusters Score -1152135 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1152196.500000 Penalty: 894.231018
	Iteration 70Q: 3 clusters Score -1152196 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1152248.375000 Penalty: 894.231018
	Iteration 71Q: 3 clusters Score -1152248 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1152301.250000 Penalty: 894.231018
	Iteration 72Q: 3 clusters Score -1152301 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1152368.750000 Penalty: 894.231018
	Iteration 73Q: 3 clusters Score -1152369 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1152445.875000 Penalty: 894.231018
	Iteration 74Q: 3 clusters Score -1152446 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1152532.000000 Penalty: 894.231018
	Iteration 75Q: 3 clusters Score -1152532 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1152627.250000 Penalty: 894.231018
	Iteration 76Q: 3 clusters Score -1152627 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1152745.375000 Penalty: 894.231018
	Iteration 77Q: 3 clusters Score -1152745 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1152876.000000 Penalty: 894.231018
	Iteration 78Q: 3 clusters Score -1152876 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1153044.125000 Penalty: 894.231018
	Iteration 79Q: 3 clusters Score -1153044 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1153209.500000 Penalty: 894.231018
	Iteration 80F: 3 clusters Score -1153210 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1153361.500000 Penalty: 894.231018
	Iteration 81Q: 3 clusters Score -1153362 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1153528.875000 Penalty: 894.231018
	Iteration 82Q: 3 clusters Score -1153529 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1153669.375000 Penalty: 894.231018
	Iteration 83Q: 3 clusters Score -1153669 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1153849.375000 Penalty: 894.231018
	Iteration 84Q: 3 clusters Score -1153849 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1154029.875000 Penalty: 894.231018
	Iteration 85Q: 3 clusters Score -1154030 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1154184.375000 Penalty: 894.231018
	Iteration 86Q: 3 clusters Score -1154184 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1154295.750000 Penalty: 894.231018
	Iteration 87Q: 3 clusters Score -1154296 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1154356.875000 Penalty: 894.231018
	Iteration 88Q: 3 clusters Score -1154357 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1154384.875000 Penalty: 894.231018
	Iteration 89Q: 3 clusters Score -1154385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1154400.625000 Penalty: 894.231018
	Iteration 90Q: 3 clusters Score -1154401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1154419.125000 Penalty: 894.231018
	Iteration 91Q: 3 clusters Score -1154419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1154431.375000 Penalty: 894.231018
	Iteration 92Q: 3 clusters Score -1154431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -1154432.750000 Penalty: 894.231018
	Iteration 93Q: 3 clusters Score -1154433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -1154439.000000 Penalty: 894.231018
	Iteration 94Q: 3 clusters Score -1154439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1154442.875000 Penalty: 894.231018
	Iteration 95Q: 3 clusters Score -1154443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1154445.625000 Penalty: 894.231018
	Iteration 96Q: 3 clusters Score -1154446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1154447.250000 Penalty: 894.231018
	Iteration 97Q: 3 clusters Score -1154447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1154449.125000 Penalty: 894.231018
	Iteration 98Q: 3 clusters Score -1154449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1154449.750000 Penalty: 894.231018
	Iteration 99F: 3 clusters Score -1154450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1154450.625000 Penalty: 894.231018
	Iteration 100F: 3 clusters Score -1154451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (82201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82201 members 
Entering Unmasked Estep 
Score: -5338329.000000 Penalty: 514.919983
	Iteration 0F: 2 clusters Score -5338329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -5284205.000000 Penalty: 1029.839966
	Iteration 0F: 3 clusters Score -5284205 nChanged 40178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -5308623.000000 Penalty: 1029.839966
	Iteration 1F: 3 clusters Score -5308623 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -5311493.000000 Penalty: 1029.839966
	Iteration 2F: 3 clusters Score -5311493 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -5317017.000000 Penalty: 1029.839966
	Iteration 3F: 3 clusters Score -5317017 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -5324642.500000 Penalty: 1029.839966
	Iteration 4F: 3 clusters Score -5324642 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 55706 members 
Entering Unmasked Estep 
Score: -5332745.500000 Penalty: 1029.839966
	Iteration 5F: 3 clusters Score -5332746 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -5338073.000000 Penalty: 1029.839966
	Iteration 6F: 3 clusters Score -5338073 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -5339588.500000 Penalty: 1029.839966
	Iteration 7Q: 3 clusters Score -5339588 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -5339981.500000 Penalty: 1029.839966
	Iteration 8Q: 3 clusters Score -5339982 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 55313 members 
Entering Unmasked Estep 
Score: -5340085.500000 Penalty: 1029.839966
	Iteration 9Q: 3 clusters Score -5340086 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -5340173.500000 Penalty: 1029.839966
	Iteration 10Q: 3 clusters Score -5340174 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -5340227.000000 Penalty: 1029.839966
	Iteration 11Q: 3 clusters Score -5340227 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -5340196.500000 Penalty: 1029.839966
	Iteration 12Q: 3 clusters Score -5340196 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -5340126.000000 Penalty: 1029.839966
	Iteration 13Q: 3 clusters Score -5340126 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -5340158.000000 Penalty: 1029.839966
	Iteration 14Q: 3 clusters Score -5340158 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -5340222.500000 Penalty: 1029.839966
	Iteration 15Q: 3 clusters Score -5340222 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -5340196.000000 Penalty: 1029.839966
	Iteration 16Q: 3 clusters Score -5340196 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -5340134.000000 Penalty: 1029.839966
	Iteration 17Q: 3 clusters Score -5340134 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -5340093.000000 Penalty: 1029.839966
	Iteration 18Q: 3 clusters Score -5340093 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -5340112.500000 Penalty: 1029.839966
	Iteration 19Q: 3 clusters Score -5340112 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -5340141.500000 Penalty: 1029.839966
	Iteration 20F: 3 clusters Score -5340142 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -5340165.000000 Penalty: 1029.839966
	Iteration 21Q: 3 clusters Score -5340165 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -5340163.000000 Penalty: 1029.839966
	Iteration 22Q: 3 clusters Score -5340163 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -5340108.500000 Penalty: 1029.839966
	Iteration 23Q: 3 clusters Score -5340108 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -5340095.500000 Penalty: 1029.839966
	Iteration 24Q: 3 clusters Score -5340096 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -5340065.500000 Penalty: 1029.839966
	Iteration 25Q: 3 clusters Score -5340066 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -5340078.000000 Penalty: 1029.839966
	Iteration 26Q: 3 clusters Score -5340078 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -5340043.000000 Penalty: 1029.839966
	Iteration 27Q: 3 clusters Score -5340043 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -5340050.000000 Penalty: 1029.839966
	Iteration 28Q: 3 clusters Score -5340050 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -5340055.500000 Penalty: 1029.839966
	Iteration 29Q: 3 clusters Score -5340056 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -5340101.000000 Penalty: 1029.839966
	Iteration 30Q: 3 clusters Score -5340101 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -5340145.000000 Penalty: 1029.839966
	Iteration 31Q: 3 clusters Score -5340145 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -5340140.000000 Penalty: 1029.839966
	Iteration 32Q: 3 clusters Score -5340140 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -5340142.500000 Penalty: 1029.839966
	Iteration 33Q: 3 clusters Score -5340142 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -5340123.000000 Penalty: 1029.839966
	Iteration 34Q: 3 clusters Score -5340123 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -5340100.500000 Penalty: 1029.839966
	Iteration 35Q: 3 clusters Score -5340100 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -5340105.000000 Penalty: 1029.839966
	Iteration 36Q: 3 clusters Score -5340105 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -5340103.000000 Penalty: 1029.839966
	Iteration 37Q: 3 clusters Score -5340103 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -5340102.000000 Penalty: 1029.839966
	Iteration 38Q: 3 clusters Score -5340102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -5340093.500000 Penalty: 1029.839966
	Iteration 39Q: 3 clusters Score -5340094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -5340101.000000 Penalty: 1029.839966
	Iteration 40F: 3 clusters Score -5340101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -5340097.000000 Penalty: 1029.839966
	Iteration 41Q: 3 clusters Score -5340097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -5340093.500000 Penalty: 1029.839966
	Iteration 42Q: 3 clusters Score -5340094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -5340087.000000 Penalty: 1029.839966
	Iteration 43Q: 3 clusters Score -5340087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -5340088.500000 Penalty: 1029.839966
	Iteration 44Q: 3 clusters Score -5340088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -5340091.000000 Penalty: 1029.839966
	Iteration 45Q: 3 clusters Score -5340091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -5340093.500000 Penalty: 1029.839966
	Iteration 46Q: 3 clusters Score -5340094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -5340094.000000 Penalty: 1029.839966
	Iteration 47Q: 3 clusters Score -5340094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -5340094.000000 Penalty: 1029.839966
	Iteration 48F: 3 clusters Score -5340094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70161 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 3698 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18522 members 
Mstep: Class 10 contains 42481 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 39515 members 
Mstep: Class 14 contains 33368 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20456 members 
Mstep: Class 17 contains 1269 members 
Mstep: Class 18 contains 77007 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 48161 members 
Mstep: Class 21 contains 20030 members 
Mstep: Class 22 contains 46509 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 12080 members 
Mstep: Class 27 contains 3161 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 84070 members 
Mstep: Class 30 contains 5157 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 39720 members 
Entering Unmasked Estep 
Score: -35867364.000000 Penalty: 20529.908203
Splitting cluster 10 changes total score from -35865892.000000 to -35867364.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 11 (1405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Entering Unmasked Estep 
Score: -94905.671875 Penalty: 329.774567
	Iteration 0F: 2 clusters Score -94905.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -93814.492188 Penalty: 659.549133
	Iteration 0F: 3 clusters Score -93814.49 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -94128.585938 Penalty: 659.549133
	Iteration 1F: 3 clusters Score -94128.59 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -94185.898438 Penalty: 659.549133
	Iteration 2F: 3 clusters Score -94185.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -94242.156250 Penalty: 659.549133
	Iteration 3F: 3 clusters Score -94242.16 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -94295.859375 Penalty: 659.549133
	Iteration 4Q: 3 clusters Score -94295.86 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -94352.304688 Penalty: 659.549133
	Iteration 5F: 3 clusters Score -94352.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -94399.648438 Penalty: 659.549133
	Iteration 6Q: 3 clusters Score -94399.65 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -94425.507812 Penalty: 659.549133
	Iteration 7Q: 3 clusters Score -94425.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -94445.187500 Penalty: 659.549133
	Iteration 8Q: 3 clusters Score -94445.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -94457.937500 Penalty: 659.549133
	Iteration 9Q: 3 clusters Score -94457.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -94468.242188 Penalty: 659.549133
	Iteration 10Q: 3 clusters Score -94468.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -94480.093750 Penalty: 659.549133
	Iteration 11Q: 3 clusters Score -94480.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -94489.156250 Penalty: 659.549133
	Iteration 12Q: 3 clusters Score -94489.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -94496.125000 Penalty: 659.549133
	Iteration 13Q: 3 clusters Score -94496.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -94508.375000 Penalty: 659.549133
	Iteration 14Q: 3 clusters Score -94508.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -94523.265625 Penalty: 659.549133
	Iteration 15Q: 3 clusters Score -94523.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -94534.671875 Penalty: 659.549133
	Iteration 16Q: 3 clusters Score -94534.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -94541.687500 Penalty: 659.549133
	Iteration 17Q: 3 clusters Score -94541.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -94546.773438 Penalty: 659.549133
	Iteration 18Q: 3 clusters Score -94546.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -94551.585938 Penalty: 659.549133
	Iteration 19Q: 3 clusters Score -94551.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -94555.984375 Penalty: 659.549133
	Iteration 20F: 3 clusters Score -94555.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -94557.984375 Penalty: 659.549133
	Iteration 21Q: 3 clusters Score -94557.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -94561.445312 Penalty: 659.549133
	Iteration 22Q: 3 clusters Score -94561.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -94565.125000 Penalty: 659.549133
	Iteration 23Q: 3 clusters Score -94565.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -94568.843750 Penalty: 659.549133
	Iteration 24Q: 3 clusters Score -94568.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -94576.351562 Penalty: 659.549133
	Iteration 25Q: 3 clusters Score -94576.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -94589.406250 Penalty: 659.549133
	Iteration 26Q: 3 clusters Score -94589.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -94594.625000 Penalty: 659.549133
	Iteration 27Q: 3 clusters Score -94594.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -94598.148438 Penalty: 659.549133
	Iteration 28Q: 3 clusters Score -94598.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -94605.343750 Penalty: 659.549133
	Iteration 29Q: 3 clusters Score -94605.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -94609.929688 Penalty: 659.549133
	Iteration 30Q: 3 clusters Score -94609.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -94614.539062 Penalty: 659.549133
	Iteration 31Q: 3 clusters Score -94614.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -94614.921875 Penalty: 659.549133
	Iteration 32Q: 3 clusters Score -94614.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -94614.921875 Penalty: 659.549133
	Iteration 33F: 3 clusters Score -94614.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -37484.152344 Penalty: 285.928101
	Iteration 0F: 2 clusters Score -37484.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -36971.093750 Penalty: 571.856201
	Iteration 0F: 3 clusters Score -36971.09 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37072.671875 Penalty: 571.856201
	Iteration 1F: 3 clusters Score -37072.67 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37097.398438 Penalty: 571.856201
	Iteration 2F: 3 clusters Score -37097.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37106.714844 Penalty: 571.856201
	Iteration 3Q: 3 clusters Score -37106.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37110.484375 Penalty: 571.856201
	Iteration 4Q: 3 clusters Score -37110.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -37112.468750 Penalty: 571.856201
	Iteration 5Q: 3 clusters Score -37112.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37113.968750 Penalty: 571.856201
	Iteration 6Q: 3 clusters Score -37113.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37116.867188 Penalty: 571.856201
	Iteration 7Q: 3 clusters Score -37116.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37119.578125 Penalty: 571.856201
	Iteration 8Q: 3 clusters Score -37119.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37122.125000 Penalty: 571.856201
	Iteration 9Q: 3 clusters Score -37122.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -37126.644531 Penalty: 571.856201
	Iteration 10Q: 3 clusters Score -37126.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37129.921875 Penalty: 571.856201
	Iteration 11Q: 3 clusters Score -37129.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -37132.558594 Penalty: 571.856201
	Iteration 12Q: 3 clusters Score -37132.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37134.906250 Penalty: 571.856201
	Iteration 13Q: 3 clusters Score -37134.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37137.531250 Penalty: 571.856201
	Iteration 14Q: 3 clusters Score -37137.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37139.226562 Penalty: 571.856201
	Iteration 15Q: 3 clusters Score -37139.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37139.656250 Penalty: 571.856201
	Iteration 16Q: 3 clusters Score -37139.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -37139.890625 Penalty: 571.856201
	Iteration 17Q: 3 clusters Score -37139.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37141.058594 Penalty: 571.856201
	Iteration 18Q: 3 clusters Score -37141.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37143.738281 Penalty: 571.856201
	Iteration 19Q: 3 clusters Score -37143.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -37145.128906 Penalty: 571.856201
	Iteration 20F: 3 clusters Score -37145.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -37146.054688 Penalty: 571.856201
	Iteration 21Q: 3 clusters Score -37146.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -37146.621094 Penalty: 571.856201
	Iteration 22Q: 3 clusters Score -37146.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -37147.031250 Penalty: 571.856201
	Iteration 23Q: 3 clusters Score -37147.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -37147.031250 Penalty: 571.856201
	Iteration 24F: 3 clusters Score -37147.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Entering Unmasked Estep 
Score: -2385117.750000 Penalty: 481.591827
	Iteration 0F: 2 clusters Score -2385118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2358715.000000 Penalty: 963.183655
	Iteration 0F: 3 clusters Score -2358715 nChanged 19098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2369986.500000 Penalty: 963.183655
	Iteration 1F: 3 clusters Score -2369986 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2370622.750000 Penalty: 963.183655
	Iteration 2Q: 3 clusters Score -2370623 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2371634.250000 Penalty: 963.183655
	Iteration 3F: 3 clusters Score -2371634 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2373293.250000 Penalty: 963.183655
	Iteration 4F: 3 clusters Score -2373293 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2376017.500000 Penalty: 963.183655
	Iteration 5F: 3 clusters Score -2376018 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2379455.500000 Penalty: 963.183655
	Iteration 6F: 3 clusters Score -2379456 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2381561.500000 Penalty: 963.183655
	Iteration 7F: 3 clusters Score -2381562 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2382346.000000 Penalty: 963.183655
	Iteration 8Q: 3 clusters Score -2382346 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2382651.750000 Penalty: 963.183655
	Iteration 9Q: 3 clusters Score -2382652 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2382883.500000 Penalty: 963.183655
	Iteration 10Q: 3 clusters Score -2382884 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2383027.000000 Penalty: 963.183655
	Iteration 11Q: 3 clusters Score -2383027 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2383096.500000 Penalty: 963.183655
	Iteration 12Q: 3 clusters Score -2383096 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2383126.750000 Penalty: 963.183655
	Iteration 13Q: 3 clusters Score -2383127 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2383154.500000 Penalty: 963.183655
	Iteration 14Q: 3 clusters Score -2383154 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2383156.000000 Penalty: 963.183655
	Iteration 15Q: 3 clusters Score -2383156 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2383166.000000 Penalty: 963.183655
	Iteration 16Q: 3 clusters Score -2383166 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2383176.750000 Penalty: 963.183655
	Iteration 17Q: 3 clusters Score -2383177 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2383187.000000 Penalty: 963.183655
	Iteration 18Q: 3 clusters Score -2383187 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2383192.000000 Penalty: 963.183655
	Iteration 19Q: 3 clusters Score -2383192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2383191.000000 Penalty: 963.183655
	Iteration 20F: 3 clusters Score -2383191 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2383199.000000 Penalty: 963.183655
	Iteration 21Q: 3 clusters Score -2383199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2383196.500000 Penalty: 963.183655
	Iteration 22Q: 3 clusters Score -2383196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2383205.000000 Penalty: 963.183655
	Iteration 23Q: 3 clusters Score -2383205 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2383205.000000 Penalty: 963.183655
	Iteration 24Q: 3 clusters Score -2383205 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2383204.500000 Penalty: 963.183655
	Iteration 25Q: 3 clusters Score -2383204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2383200.500000 Penalty: 963.183655
	Iteration 26Q: 3 clusters Score -2383200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2383203.750000 Penalty: 963.183655
	Iteration 27Q: 3 clusters Score -2383204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2383208.250000 Penalty: 963.183655
	Iteration 28Q: 3 clusters Score -2383208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2383209.500000 Penalty: 963.183655
	Iteration 29Q: 3 clusters Score -2383210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2383210.250000 Penalty: 963.183655
	Iteration 30Q: 3 clusters Score -2383210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2383206.250000 Penalty: 963.183655
	Iteration 31Q: 3 clusters Score -2383206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2383208.500000 Penalty: 963.183655
	Iteration 32Q: 3 clusters Score -2383208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2383206.250000 Penalty: 963.183655
	Iteration 33Q: 3 clusters Score -2383206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2383204.750000 Penalty: 963.183655
	Iteration 34Q: 3 clusters Score -2383205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2383207.000000 Penalty: 963.183655
	Iteration 35Q: 3 clusters Score -2383207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2383205.250000 Penalty: 963.183655
	Iteration 36Q: 3 clusters Score -2383205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2383205.000000 Penalty: 963.183655
	Iteration 37Q: 3 clusters Score -2383205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2383207.000000 Penalty: 963.183655
	Iteration 38Q: 3 clusters Score -2383207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2383206.000000 Penalty: 963.183655
	Iteration 39Q: 3 clusters Score -2383206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2383207.000000 Penalty: 963.183655
	Iteration 40F: 3 clusters Score -2383207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2383210.500000 Penalty: 963.183655
	Iteration 41Q: 3 clusters Score -2383210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2383210.000000 Penalty: 963.183655
	Iteration 42Q: 3 clusters Score -2383210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2383206.750000 Penalty: 963.183655
	Iteration 43Q: 3 clusters Score -2383207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2383208.000000 Penalty: 963.183655
	Iteration 44Q: 3 clusters Score -2383208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2383207.750000 Penalty: 963.183655
	Iteration 45Q: 3 clusters Score -2383208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2383208.750000 Penalty: 963.183655
	Iteration 46Q: 3 clusters Score -2383209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2383203.500000 Penalty: 963.183655
	Iteration 47Q: 3 clusters Score -2383204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2383205.250000 Penalty: 963.183655
	Iteration 48Q: 3 clusters Score -2383205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2383207.000000 Penalty: 963.183655
	Iteration 49Q: 3 clusters Score -2383207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2383205.750000 Penalty: 963.183655
	Iteration 50Q: 3 clusters Score -2383206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2383206.750000 Penalty: 963.183655
	Iteration 51Q: 3 clusters Score -2383207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2383207.750000 Penalty: 963.183655
	Iteration 52Q: 3 clusters Score -2383208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2383207.750000 Penalty: 963.183655
	Iteration 53F: 3 clusters Score -2383208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Entering Unmasked Estep 
Score: -2202778.250000 Penalty: 473.898560
	Iteration 0F: 2 clusters Score -2202778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2180638.500000 Penalty: 947.797119
	Iteration 0F: 3 clusters Score -2180638 nChanged 16019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2190173.750000 Penalty: 947.797119
	Iteration 1F: 3 clusters Score -2190174 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2190853.000000 Penalty: 947.797119
	Iteration 2Q: 3 clusters Score -2190853 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2192162.000000 Penalty: 947.797119
	Iteration 3F: 3 clusters Score -2192162 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2194187.750000 Penalty: 947.797119
	Iteration 4F: 3 clusters Score -2194188 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2196629.000000 Penalty: 947.797119
	Iteration 5F: 3 clusters Score -2196629 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2198771.000000 Penalty: 947.797119
	Iteration 6F: 3 clusters Score -2198771 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2199877.750000 Penalty: 947.797119
	Iteration 7Q: 3 clusters Score -2199878 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2200445.750000 Penalty: 947.797119
	Iteration 8Q: 3 clusters Score -2200446 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2200834.250000 Penalty: 947.797119
	Iteration 9Q: 3 clusters Score -2200834 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2201105.250000 Penalty: 947.797119
	Iteration 10Q: 3 clusters Score -2201105 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2201328.500000 Penalty: 947.797119
	Iteration 11Q: 3 clusters Score -2201328 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2201473.750000 Penalty: 947.797119
	Iteration 12Q: 3 clusters Score -2201474 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2201608.000000 Penalty: 947.797119
	Iteration 13Q: 3 clusters Score -2201608 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2201745.750000 Penalty: 947.797119
	Iteration 14Q: 3 clusters Score -2201746 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2201844.500000 Penalty: 947.797119
	Iteration 15Q: 3 clusters Score -2201844 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2201919.750000 Penalty: 947.797119
	Iteration 16Q: 3 clusters Score -2201920 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2201988.750000 Penalty: 947.797119
	Iteration 17Q: 3 clusters Score -2201989 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2202025.500000 Penalty: 947.797119
	Iteration 18Q: 3 clusters Score -2202026 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2202056.250000 Penalty: 947.797119
	Iteration 19Q: 3 clusters Score -2202056 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2202075.250000 Penalty: 947.797119
	Iteration 20F: 3 clusters Score -2202075 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2202104.250000 Penalty: 947.797119
	Iteration 21Q: 3 clusters Score -2202104 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2202126.250000 Penalty: 947.797119
	Iteration 22Q: 3 clusters Score -2202126 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2202136.000000 Penalty: 947.797119
	Iteration 23Q: 3 clusters Score -2202136 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2202136.250000 Penalty: 947.797119
	Iteration 24Q: 3 clusters Score -2202136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2202136.250000 Penalty: 947.797119
	Iteration 25Q: 3 clusters Score -2202136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2202136.500000 Penalty: 947.797119
	Iteration 26Q: 3 clusters Score -2202136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2202133.250000 Penalty: 947.797119
	Iteration 27Q: 3 clusters Score -2202133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2202141.250000 Penalty: 947.797119
	Iteration 28Q: 3 clusters Score -2202141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2202144.750000 Penalty: 947.797119
	Iteration 29Q: 3 clusters Score -2202145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2202140.750000 Penalty: 947.797119
	Iteration 30Q: 3 clusters Score -2202141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2202147.500000 Penalty: 947.797119
	Iteration 31Q: 3 clusters Score -2202148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2202145.500000 Penalty: 947.797119
	Iteration 32Q: 3 clusters Score -2202146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2202149.750000 Penalty: 947.797119
	Iteration 33Q: 3 clusters Score -2202150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2202153.750000 Penalty: 947.797119
	Iteration 34Q: 3 clusters Score -2202154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2202157.750000 Penalty: 947.797119
	Iteration 35Q: 3 clusters Score -2202158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2202162.750000 Penalty: 947.797119
	Iteration 36Q: 3 clusters Score -2202163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2202165.000000 Penalty: 947.797119
	Iteration 37Q: 3 clusters Score -2202165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2202162.250000 Penalty: 947.797119
	Iteration 38Q: 3 clusters Score -2202162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2202162.750000 Penalty: 947.797119
	Iteration 39Q: 3 clusters Score -2202163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2202161.250000 Penalty: 947.797119
	Iteration 40F: 3 clusters Score -2202161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -4514.493164 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -4514.493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4308.532715 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -4308.533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4372.681152 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -4372.681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -4419.508301 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -4419.508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -4433.329590 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -4433.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4435.095703 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -4435.096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4435.095703 Penalty: 447.051605
	Iteration 5F: 3 clusters Score -4435.096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Entering Unmasked Estep 
Score: -1293012.875000 Penalty: 451.634430
	Iteration 0F: 2 clusters Score -1293013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1279597.750000 Penalty: 903.268860
	Iteration 0F: 3 clusters Score -1279598 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1285579.875000 Penalty: 903.268860
	Iteration 1F: 3 clusters Score -1285580 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1286112.375000 Penalty: 903.268860
	Iteration 2F: 3 clusters Score -1286112 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1286776.125000 Penalty: 903.268860
	Iteration 3F: 3 clusters Score -1286776 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1287582.500000 Penalty: 903.268860
	Iteration 4F: 3 clusters Score -1287582 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1288619.625000 Penalty: 903.268860
	Iteration 5F: 3 clusters Score -1288620 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1289861.125000 Penalty: 903.268860
	Iteration 6F: 3 clusters Score -1289861 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1291079.625000 Penalty: 903.268860
	Iteration 7F: 3 clusters Score -1291080 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1291987.125000 Penalty: 903.268860
	Iteration 8Q: 3 clusters Score -1291987 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1292401.750000 Penalty: 903.268860
	Iteration 9Q: 3 clusters Score -1292402 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1292571.625000 Penalty: 903.268860
	Iteration 10Q: 3 clusters Score -1292572 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1292645.125000 Penalty: 903.268860
	Iteration 11Q: 3 clusters Score -1292645 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1292680.375000 Penalty: 903.268860
	Iteration 12Q: 3 clusters Score -1292680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1292701.625000 Penalty: 903.268860
	Iteration 13Q: 3 clusters Score -1292702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1292710.250000 Penalty: 903.268860
	Iteration 14Q: 3 clusters Score -1292710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1292718.250000 Penalty: 903.268860
	Iteration 15Q: 3 clusters Score -1292718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1292723.375000 Penalty: 903.268860
	Iteration 16Q: 3 clusters Score -1292723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1292726.000000 Penalty: 903.268860
	Iteration 17Q: 3 clusters Score -1292726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1292733.500000 Penalty: 903.268860
	Iteration 18Q: 3 clusters Score -1292734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1292736.875000 Penalty: 903.268860
	Iteration 19Q: 3 clusters Score -1292737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1292738.875000 Penalty: 903.268860
	Iteration 20F: 3 clusters Score -1292739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1292740.625000 Penalty: 903.268860
	Iteration 21Q: 3 clusters Score -1292741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1292740.625000 Penalty: 903.268860
	Iteration 22F: 3 clusters Score -1292741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -76198.085938 Penalty: 325.142303
	Iteration 0F: 2 clusters Score -76198.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -75229.843750 Penalty: 650.284607
	Iteration 0F: 3 clusters Score -75229.84 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -75524.531250 Penalty: 650.284607
	Iteration 1F: 3 clusters Score -75524.53 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -75565.109375 Penalty: 650.284607
	Iteration 2F: 3 clusters Score -75565.11 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -75592.765625 Penalty: 650.284607
	Iteration 3Q: 3 clusters Score -75592.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -75623.195312 Penalty: 650.284607
	Iteration 4Q: 3 clusters Score -75623.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -75662.632812 Penalty: 650.284607
	Iteration 5Q: 3 clusters Score -75662.63 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -75733.054688 Penalty: 650.284607
	Iteration 6Q: 3 clusters Score -75733.05 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -75804.320312 Penalty: 650.284607
	Iteration 7F: 3 clusters Score -75804.32 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -75870.687500 Penalty: 650.284607
	Iteration 8F: 3 clusters Score -75870.69 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -75929.453125 Penalty: 650.284607
	Iteration 9Q: 3 clusters Score -75929.45 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -75973.929688 Penalty: 650.284607
	Iteration 10Q: 3 clusters Score -75973.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -76018.132812 Penalty: 650.284607
	Iteration 11Q: 3 clusters Score -76018.13 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -76051.773438 Penalty: 650.284607
	Iteration 12Q: 3 clusters Score -76051.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -76071.257812 Penalty: 650.284607
	Iteration 13Q: 3 clusters Score -76071.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -76080.578125 Penalty: 650.284607
	Iteration 14Q: 3 clusters Score -76080.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -76088.531250 Penalty: 650.284607
	Iteration 15Q: 3 clusters Score -76088.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -76096.359375 Penalty: 650.284607
	Iteration 16Q: 3 clusters Score -76096.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -76098.218750 Penalty: 650.284607
	Iteration 17Q: 3 clusters Score -76098.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -76098.835938 Penalty: 650.284607
	Iteration 18Q: 3 clusters Score -76098.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -76099.070312 Penalty: 650.284607
	Iteration 19Q: 3 clusters Score -76099.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -76099.070312 Penalty: 650.284607
	Iteration 20F: 3 clusters Score -76099.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (77007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Entering Unmasked Estep 
Score: -5090971.000000 Penalty: 511.950165
	Iteration 0F: 2 clusters Score -5090971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -5039821.000000 Penalty: 1023.900330
	Iteration 0F: 3 clusters Score -5039821 nChanged 37458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -5062157.500000 Penalty: 1023.900330
	Iteration 1F: 3 clusters Score -5062158 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -5063034.500000 Penalty: 1023.900330
	Iteration 2Q: 3 clusters Score -5063034 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -5064857.000000 Penalty: 1023.900330
	Iteration 3F: 3 clusters Score -5064857 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -5068291.500000 Penalty: 1023.900330
	Iteration 4F: 3 clusters Score -5068292 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61141 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -5073608.500000 Penalty: 1023.900330
	Iteration 5F: 3 clusters Score -5073608 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -5080295.500000 Penalty: 1023.900330
	Iteration 6F: 3 clusters Score -5080296 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73177 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -5085774.000000 Penalty: 1023.900330
	Iteration 7F: 3 clusters Score -5085774 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75827 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5088995.500000 Penalty: 1023.900330
	Iteration 8Q: 3 clusters Score -5088996 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76702 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5090148.500000 Penalty: 1023.900330
	Iteration 9Q: 3 clusters Score -5090148 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5090370.500000 Penalty: 1023.900330
	Iteration 10Q: 3 clusters Score -5090370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76959 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5090449.500000 Penalty: 1023.900330
	Iteration 11Q: 3 clusters Score -5090450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76970 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5090483.500000 Penalty: 1023.900330
	Iteration 12Q: 3 clusters Score -5090484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76969 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5090499.500000 Penalty: 1023.900330
	Iteration 13Q: 3 clusters Score -5090500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76970 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5090506.500000 Penalty: 1023.900330
	Iteration 14Q: 3 clusters Score -5090506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76969 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5090504.500000 Penalty: 1023.900330
	Iteration 15Q: 3 clusters Score -5090504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76969 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5090504.500000 Penalty: 1023.900330
	Iteration 16F: 3 clusters Score -5090504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -7275.728516 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -7275.729 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 60 members 
Entering Unmasked Estep 
Score: -7087.781738 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -7087.782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7121.991699 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -7121.992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7133.892578 Penalty: 441.534760
	Iteration 2Q: 3 clusters Score -7133.893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7138.588379 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -7138.588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7143.768555 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -7143.769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7146.554688 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -7146.555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7146.554688 Penalty: 441.534760
	Iteration 6F: 3 clusters Score -7146.555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Entering Unmasked Estep 
Score: -3205342.500000 Penalty: 490.594879
	Iteration 0F: 2 clusters Score -3205342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3173456.250000 Penalty: 981.189758
	Iteration 0F: 3 clusters Score -3173456 nChanged 23311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -3187479.500000 Penalty: 981.189758
	Iteration 1F: 3 clusters Score -3187480 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -3188775.250000 Penalty: 981.189758
	Iteration 2F: 3 clusters Score -3188775 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -3191327.500000 Penalty: 981.189758
	Iteration 3F: 3 clusters Score -3191328 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3195439.500000 Penalty: 981.189758
	Iteration 4F: 3 clusters Score -3195440 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3199832.000000 Penalty: 981.189758
	Iteration 5F: 3 clusters Score -3199832 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3203099.500000 Penalty: 981.189758
	Iteration 6F: 3 clusters Score -3203100 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3204449.750000 Penalty: 981.189758
	Iteration 7Q: 3 clusters Score -3204450 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48066 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -3204815.500000 Penalty: 981.189758
	Iteration 8Q: 3 clusters Score -3204816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3204881.750000 Penalty: 981.189758
	Iteration 9Q: 3 clusters Score -3204882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3204913.750000 Penalty: 981.189758
	Iteration 10Q: 3 clusters Score -3204914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3204923.750000 Penalty: 981.189758
	Iteration 11Q: 3 clusters Score -3204924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3204927.500000 Penalty: 981.189758
	Iteration 12Q: 3 clusters Score -3204928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3204922.750000 Penalty: 981.189758
	Iteration 13Q: 3 clusters Score -3204923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3204922.750000 Penalty: 981.189758
	Iteration 14F: 3 clusters Score -3204923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Entering Unmasked Estep 
Score: -1314619.250000 Penalty: 450.676880
	Iteration 0F: 2 clusters Score -1314619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1301216.125000 Penalty: 901.353760
	Iteration 0F: 3 clusters Score -1301216 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1306670.125000 Penalty: 901.353760
	Iteration 1F: 3 clusters Score -1306670 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1306924.000000 Penalty: 901.353760
	Iteration 2Q: 3 clusters Score -1306924 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1307302.000000 Penalty: 901.353760
	Iteration 3Q: 3 clusters Score -1307302 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1307929.125000 Penalty: 901.353760
	Iteration 4F: 3 clusters Score -1307929 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1308869.875000 Penalty: 901.353760
	Iteration 5F: 3 clusters Score -1308870 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1310109.875000 Penalty: 901.353760
	Iteration 6F: 3 clusters Score -1310110 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1311383.625000 Penalty: 901.353760
	Iteration 7F: 3 clusters Score -1311384 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1312227.875000 Penalty: 901.353760
	Iteration 8Q: 3 clusters Score -1312228 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1312764.125000 Penalty: 901.353760
	Iteration 9Q: 3 clusters Score -1312764 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1313047.500000 Penalty: 901.353760
	Iteration 10Q: 3 clusters Score -1313048 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1313199.000000 Penalty: 901.353760
	Iteration 11Q: 3 clusters Score -1313199 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1313323.625000 Penalty: 901.353760
	Iteration 12Q: 3 clusters Score -1313324 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1313437.625000 Penalty: 901.353760
	Iteration 13Q: 3 clusters Score -1313438 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1313528.500000 Penalty: 901.353760
	Iteration 14Q: 3 clusters Score -1313528 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1313600.375000 Penalty: 901.353760
	Iteration 15Q: 3 clusters Score -1313600 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1313667.250000 Penalty: 901.353760
	Iteration 16Q: 3 clusters Score -1313667 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1313736.000000 Penalty: 901.353760
	Iteration 17Q: 3 clusters Score -1313736 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1313774.750000 Penalty: 901.353760
	Iteration 18Q: 3 clusters Score -1313775 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1313801.750000 Penalty: 901.353760
	Iteration 19Q: 3 clusters Score -1313802 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1313831.625000 Penalty: 901.353760
	Iteration 20F: 3 clusters Score -1313832 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1313862.250000 Penalty: 901.353760
	Iteration 21Q: 3 clusters Score -1313862 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1313891.625000 Penalty: 901.353760
	Iteration 22Q: 3 clusters Score -1313892 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1313904.500000 Penalty: 901.353760
	Iteration 23Q: 3 clusters Score -1313904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1313915.875000 Penalty: 901.353760
	Iteration 24Q: 3 clusters Score -1313916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1313925.375000 Penalty: 901.353760
	Iteration 25Q: 3 clusters Score -1313925 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1313940.625000 Penalty: 901.353760
	Iteration 26Q: 3 clusters Score -1313941 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1313951.500000 Penalty: 901.353760
	Iteration 27Q: 3 clusters Score -1313952 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1313964.875000 Penalty: 901.353760
	Iteration 28Q: 3 clusters Score -1313965 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1313977.750000 Penalty: 901.353760
	Iteration 29Q: 3 clusters Score -1313978 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1313990.500000 Penalty: 901.353760
	Iteration 30Q: 3 clusters Score -1313990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1313998.375000 Penalty: 901.353760
	Iteration 31Q: 3 clusters Score -1313998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1314006.250000 Penalty: 901.353760
	Iteration 32Q: 3 clusters Score -1314006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1314008.125000 Penalty: 901.353760
	Iteration 33Q: 3 clusters Score -1314008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1314011.625000 Penalty: 901.353760
	Iteration 34Q: 3 clusters Score -1314012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1314015.500000 Penalty: 901.353760
	Iteration 35Q: 3 clusters Score -1314016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1314020.500000 Penalty: 901.353760
	Iteration 36Q: 3 clusters Score -1314020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1314029.750000 Penalty: 901.353760
	Iteration 37Q: 3 clusters Score -1314030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1314038.875000 Penalty: 901.353760
	Iteration 38Q: 3 clusters Score -1314039 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1314044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1314051.500000 Penalty: 901.353760
	Iteration 40F: 3 clusters Score -1314052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1314056.500000 Penalty: 901.353760
	Iteration 41Q: 3 clusters Score -1314056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1314067 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1314073.375000 Penalty: 901.353760
	Iteration 43Q: 3 clusters Score -1314073 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1314087 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1314102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1314116.000000 Penalty: 901.353760
	Iteration 46Q: 3 clusters Score -1314116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1314121.250000 Penalty: 901.353760
	Iteration 47Q: 3 clusters Score -1314121 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1314131.875000 Penalty: 901.353760
	Iteration 48Q: 3 clusters Score -1314132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1314139.625000 Penalty: 901.353760
	Iteration 49Q: 3 clusters Score -1314140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1314147.250000 Penalty: 901.353760
	Iteration 50Q: 3 clusters Score -1314147 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1314151.375000 Penalty: 901.353760
	Iteration 51Q: 3 clusters Score -1314151 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1314156.000000 Penalty: 901.353760
	Iteration 52Q: 3 clusters Score -1314156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1314160.000000 Penalty: 901.353760
	Iteration 53Q: 3 clusters Score -1314160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1314161.000000 Penalty: 901.353760
	Iteration 54Q: 3 clusters Score -1314161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1314162.875000 Penalty: 901.353760
	Iteration 55Q: 3 clusters Score -1314163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1314160.625000 Penalty: 901.353760
	Iteration 56Q: 3 clusters Score -1314161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1314161.125000 Penalty: 901.353760
	Iteration 57Q: 3 clusters Score -1314161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1314162.250000 Penalty: 901.353760
	Iteration 58Q: 3 clusters Score -1314162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1314163.625000 Penalty: 901.353760
	Iteration 59Q: 3 clusters Score -1314164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1314162.375000 Penalty: 901.353760
	Iteration 60F: 3 clusters Score -1314162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1314167.500000 Penalty: 901.353760
	Iteration 61Q: 3 clusters Score -1314168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1314174.500000 Penalty: 901.353760
	Iteration 62Q: 3 clusters Score -1314174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1314177.625000 Penalty: 901.353760
	Iteration 63Q: 3 clusters Score -1314178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1314180.125000 Penalty: 901.353760
	Iteration 64Q: 3 clusters Score -1314180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1314183.375000 Penalty: 901.353760
	Iteration 65Q: 3 clusters Score -1314183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1314186.875000 Penalty: 901.353760
	Iteration 66Q: 3 clusters Score -1314187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1314189.125000 Penalty: 901.353760
	Iteration 67Q: 3 clusters Score -1314189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1314192.250000 Penalty: 901.353760
	Iteration 68Q: 3 clusters Score -1314192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1314194.500000 Penalty: 901.353760
	Iteration 69Q: 3 clusters Score -1314194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1314191.625000 Penalty: 901.353760
	Iteration 70Q: 3 clusters Score -1314192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1314193.625000 Penalty: 901.353760
	Iteration 71Q: 3 clusters Score -1314194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1314195.250000 Penalty: 901.353760
	Iteration 72Q: 3 clusters Score -1314195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1314195.375000 Penalty: 901.353760
	Iteration 73Q: 3 clusters Score -1314195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1314200.500000 Penalty: 901.353760
	Iteration 74Q: 3 clusters Score -1314200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1314201.625000 Penalty: 901.353760
	Iteration 75Q: 3 clusters Score -1314202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1314202.625000 Penalty: 901.353760
	Iteration 76Q: 3 clusters Score -1314203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1314204.875000 Penalty: 901.353760
	Iteration 77Q: 3 clusters Score -1314205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1314203.125000 Penalty: 901.353760
	Iteration 78Q: 3 clusters Score -1314203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1314203.500000 Penalty: 901.353760
	Iteration 79Q: 3 clusters Score -1314204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1314204.375000 Penalty: 901.353760
	Iteration 80F: 3 clusters Score -1314204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1314208.000000 Penalty: 901.353760
	Iteration 81Q: 3 clusters Score -1314208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1314211.375000 Penalty: 901.353760
	Iteration 82Q: 3 clusters Score -1314211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1314209.875000 Penalty: 901.353760
	Iteration 83Q: 3 clusters Score -1314210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1314215.000000 Penalty: 901.353760
	Iteration 84Q: 3 clusters Score -1314215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1314219.500000 Penalty: 901.353760
	Iteration 85Q: 3 clusters Score -1314220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1314220.625000 Penalty: 901.353760
	Iteration 86Q: 3 clusters Score -1314221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1314223.250000 Penalty: 901.353760
	Iteration 87Q: 3 clusters Score -1314223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1314225.125000 Penalty: 901.353760
	Iteration 88Q: 3 clusters Score -1314225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1314225.625000 Penalty: 901.353760
	Iteration 89Q: 3 clusters Score -1314226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1314231.125000 Penalty: 901.353760
	Iteration 90Q: 3 clusters Score -1314231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1314231.625000 Penalty: 901.353760
	Iteration 91Q: 3 clusters Score -1314232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1314234.625000 Penalty: 901.353760
	Iteration 92Q: 3 clusters Score -1314235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1314235.000000 Penalty: 901.353760
	Iteration 93Q: 3 clusters Score -1314235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1314235.750000 Penalty: 901.353760
	Iteration 94Q: 3 clusters Score -1314236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1314237.000000 Penalty: 901.353760
	Iteration 95Q: 3 clusters Score -1314237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1314238.500000 Penalty: 901.353760
	Iteration 96Q: 3 clusters Score -1314238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1314236.250000 Penalty: 901.353760
	Iteration 97Q: 3 clusters Score -1314236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1314238.250000 Penalty: 901.353760
	Iteration 98Q: 3 clusters Score -1314238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1314240.750000 Penalty: 901.353760
	Iteration 99Q: 3 clusters Score -1314241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1314240.250000 Penalty: 901.353760
	Iteration 100F: 3 clusters Score -1314240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1314240.375000 Penalty: 901.353760
	Iteration 101Q: 3 clusters Score -1314240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1314244.000000 Penalty: 901.353760
	Iteration 102Q: 3 clusters Score -1314244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1314241.750000 Penalty: 901.353760
	Iteration 103Q: 3 clusters Score -1314242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1314242.500000 Penalty: 901.353760
	Iteration 104Q: 3 clusters Score -1314242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1314242.625000 Penalty: 901.353760
	Iteration 105Q: 3 clusters Score -1314243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1314243.000000 Penalty: 901.353760
	Iteration 106Q: 3 clusters Score -1314243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1314244.250000 Penalty: 901.353760
	Iteration 107Q: 3 clusters Score -1314244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1314245.750000 Penalty: 901.353760
	Iteration 108Q: 3 clusters Score -1314246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1314246.625000 Penalty: 901.353760
	Iteration 109Q: 3 clusters Score -1314247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1314247.125000 Penalty: 901.353760
	Iteration 110Q: 3 clusters Score -1314247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1314247.750000 Penalty: 901.353760
	Iteration 111Q: 3 clusters Score -1314248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1314247.125000 Penalty: 901.353760
	Iteration 112Q: 3 clusters Score -1314247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1314247.750000 Penalty: 901.353760
	Iteration 113Q: 3 clusters Score -1314248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1314247.750000 Penalty: 901.353760
	Iteration 114F: 3 clusters Score -1314248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Entering Unmasked Estep 
Score: -3100283.000000 Penalty: 489.006744
	Iteration 0F: 2 clusters Score -3100283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -3069399.750000 Penalty: 978.013489
	Iteration 0F: 3 clusters Score -3069400 nChanged 22609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -3083508.250000 Penalty: 978.013489
	Iteration 1F: 3 clusters Score -3083508 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3084454.000000 Penalty: 978.013489
	Iteration 2Q: 3 clusters Score -3084454 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -3085972.500000 Penalty: 978.013489
	Iteration 3F: 3 clusters Score -3085972 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -3088353.750000 Penalty: 978.013489
	Iteration 4F: 3 clusters Score -3088354 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -3091481.750000 Penalty: 978.013489
	Iteration 5F: 3 clusters Score -3091482 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -3093826.000000 Penalty: 978.013489
	Iteration 6F: 3 clusters Score -3093826 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -3095124.750000 Penalty: 978.013489
	Iteration 7Q: 3 clusters Score -3095125 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -3096128.750000 Penalty: 978.013489
	Iteration 8Q: 3 clusters Score -3096129 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -3097151.000000 Penalty: 978.013489
	Iteration 9Q: 3 clusters Score -3097151 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -3098108.750000 Penalty: 978.013489
	Iteration 10Q: 3 clusters Score -3098109 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -3098852.500000 Penalty: 978.013489
	Iteration 11Q: 3 clusters Score -3098852 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -3099323.000000 Penalty: 978.013489
	Iteration 12Q: 3 clusters Score -3099323 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -3099592.000000 Penalty: 978.013489
	Iteration 13Q: 3 clusters Score -3099592 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -3099726.000000 Penalty: 978.013489
	Iteration 14Q: 3 clusters Score -3099726 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -3099792.000000 Penalty: 978.013489
	Iteration 15Q: 3 clusters Score -3099792 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -3099817.750000 Penalty: 978.013489
	Iteration 16Q: 3 clusters Score -3099818 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -3099829.750000 Penalty: 978.013489
	Iteration 17Q: 3 clusters Score -3099830 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -3099849.500000 Penalty: 978.013489
	Iteration 18Q: 3 clusters Score -3099850 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -3099832.500000 Penalty: 978.013489
	Iteration 19Q: 3 clusters Score -3099832 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -3099851.250000 Penalty: 978.013489
	Iteration 20F: 3 clusters Score -3099851 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -3099852.750000 Penalty: 978.013489
	Iteration 21Q: 3 clusters Score -3099853 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -3099855.250000 Penalty: 978.013489
	Iteration 22Q: 3 clusters Score -3099855 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -3099849.500000 Penalty: 978.013489
	Iteration 23Q: 3 clusters Score -3099850 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -3099865.000000 Penalty: 978.013489
	Iteration 24Q: 3 clusters Score -3099865 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -3099860.500000 Penalty: 978.013489
	Iteration 25Q: 3 clusters Score -3099860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3099855.500000 Penalty: 978.013489
	Iteration 26Q: 3 clusters Score -3099856 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -3099863.750000 Penalty: 978.013489
	Iteration 27Q: 3 clusters Score -3099864 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -3099863.250000 Penalty: 978.013489
	Iteration 28Q: 3 clusters Score -3099863 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -3099864.750000 Penalty: 978.013489
	Iteration 29Q: 3 clusters Score -3099865 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -3099866.750000 Penalty: 978.013489
	Iteration 30Q: 3 clusters Score -3099867 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -3099872.500000 Penalty: 978.013489
	Iteration 31Q: 3 clusters Score -3099872 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -3099862.500000 Penalty: 978.013489
	Iteration 32Q: 3 clusters Score -3099862 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -3099843.750000 Penalty: 978.013489
	Iteration 33Q: 3 clusters Score -3099844 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -3099834.000000 Penalty: 978.013489
	Iteration 34Q: 3 clusters Score -3099834 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -3099851.000000 Penalty: 978.013489
	Iteration 35Q: 3 clusters Score -3099851 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -3099849.500000 Penalty: 978.013489
	Iteration 36Q: 3 clusters Score -3099850 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3099833.000000 Penalty: 978.013489
	Iteration 37Q: 3 clusters Score -3099833 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -3099831.250000 Penalty: 978.013489
	Iteration 38Q: 3 clusters Score -3099831 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -3099827.250000 Penalty: 978.013489
	Iteration 39Q: 3 clusters Score -3099827 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -3099824.500000 Penalty: 978.013489
	Iteration 40F: 3 clusters Score -3099824 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -3099816.500000 Penalty: 978.013489
	Iteration 41Q: 3 clusters Score -3099816 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -3099818.750000 Penalty: 978.013489
	Iteration 42Q: 3 clusters Score -3099819 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -3099816.500000 Penalty: 978.013489
	Iteration 43Q: 3 clusters Score -3099816 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -3099810.750000 Penalty: 978.013489
	Iteration 44Q: 3 clusters Score -3099811 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -3099825.000000 Penalty: 978.013489
	Iteration 45Q: 3 clusters Score -3099825 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3099814.250000 Penalty: 978.013489
	Iteration 46Q: 3 clusters Score -3099814 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -3099813.500000 Penalty: 978.013489
	Iteration 47Q: 3 clusters Score -3099814 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -3099786.500000 Penalty: 978.013489
	Iteration 48Q: 3 clusters Score -3099786 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3099768.250000 Penalty: 978.013489
	Iteration 49Q: 3 clusters Score -3099768 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -3099760.500000 Penalty: 978.013489
	Iteration 50Q: 3 clusters Score -3099760 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3099774.500000 Penalty: 978.013489
	Iteration 51Q: 3 clusters Score -3099774 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -3099780.000000 Penalty: 978.013489
	Iteration 52Q: 3 clusters Score -3099780 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3099814.750000 Penalty: 978.013489
	Iteration 53Q: 3 clusters Score -3099815 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3099822.750000 Penalty: 978.013489
	Iteration 54Q: 3 clusters Score -3099823 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3099842.750000 Penalty: 978.013489
	Iteration 55Q: 3 clusters Score -3099843 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -3099831.250000 Penalty: 978.013489
	Iteration 56Q: 3 clusters Score -3099831 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -3099856.750000 Penalty: 978.013489
	Iteration 57Q: 3 clusters Score -3099857 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -3099865.250000 Penalty: 978.013489
	Iteration 58Q: 3 clusters Score -3099865 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3099851.000000 Penalty: 978.013489
	Iteration 59Q: 3 clusters Score -3099851 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -3099868.750000 Penalty: 978.013489
	Iteration 60F: 3 clusters Score -3099869 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3099884.000000 Penalty: 978.013489
	Iteration 61Q: 3 clusters Score -3099884 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -3099899.750000 Penalty: 978.013489
	Iteration 62Q: 3 clusters Score -3099900 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -3099908.500000 Penalty: 978.013489
	Iteration 63Q: 3 clusters Score -3099908 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -3099891.250000 Penalty: 978.013489
	Iteration 64Q: 3 clusters Score -3099891 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -3099894.250000 Penalty: 978.013489
	Iteration 65Q: 3 clusters Score -3099894 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -3099914.500000 Penalty: 978.013489
	Iteration 66Q: 3 clusters Score -3099914 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -3099897.500000 Penalty: 978.013489
	Iteration 67Q: 3 clusters Score -3099898 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -3099908.000000 Penalty: 978.013489
	Iteration 68Q: 3 clusters Score -3099908 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -3099909.250000 Penalty: 978.013489
	Iteration 69Q: 3 clusters Score -3099909 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3099900.250000 Penalty: 978.013489
	Iteration 70Q: 3 clusters Score -3099900 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -3099939.000000 Penalty: 978.013489
	Iteration 71Q: 3 clusters Score -3099939 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -3099963.750000 Penalty: 978.013489
	Iteration 72Q: 3 clusters Score -3099964 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3099966.000000 Penalty: 978.013489
	Iteration 73Q: 3 clusters Score -3099966 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3099972.750000 Penalty: 978.013489
	Iteration 74Q: 3 clusters Score -3099973 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -3099982.000000 Penalty: 978.013489
	Iteration 75Q: 3 clusters Score -3099982 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -3100005.750000 Penalty: 978.013489
	Iteration 76Q: 3 clusters Score -3100006 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -3100006.500000 Penalty: 978.013489
	Iteration 77Q: 3 clusters Score -3100006 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3100012.500000 Penalty: 978.013489
	Iteration 78Q: 3 clusters Score -3100012 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3100021.000000 Penalty: 978.013489
	Iteration 79Q: 3 clusters Score -3100021 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3100040.750000 Penalty: 978.013489
	Iteration 80F: 3 clusters Score -3100041 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3100043.750000 Penalty: 978.013489
	Iteration 81Q: 3 clusters Score -3100044 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -3100056.000000 Penalty: 978.013489
	Iteration 82Q: 3 clusters Score -3100056 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3100049.500000 Penalty: 978.013489
	Iteration 83Q: 3 clusters Score -3100050 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3100037.750000 Penalty: 978.013489
	Iteration 84Q: 3 clusters Score -3100038 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -3100045.500000 Penalty: 978.013489
	Iteration 85Q: 3 clusters Score -3100046 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -3100063.750000 Penalty: 978.013489
	Iteration 86Q: 3 clusters Score -3100064 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -3100076.000000 Penalty: 978.013489
	Iteration 87Q: 3 clusters Score -3100076 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -3100083.750000 Penalty: 978.013489
	Iteration 88Q: 3 clusters Score -3100084 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3100096.250000 Penalty: 978.013489
	Iteration 89Q: 3 clusters Score -3100096 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3100096.250000 Penalty: 978.013489
	Iteration 90Q: 3 clusters Score -3100096 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3100111.000000 Penalty: 978.013489
	Iteration 91Q: 3 clusters Score -3100111 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3100096.750000 Penalty: 978.013489
	Iteration 92Q: 3 clusters Score -3100097 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -3100088.000000 Penalty: 978.013489
	Iteration 93Q: 3 clusters Score -3100088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -3100089.500000 Penalty: 978.013489
	Iteration 94Q: 3 clusters Score -3100090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -3100092.500000 Penalty: 978.013489
	Iteration 95Q: 3 clusters Score -3100092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -3100092.500000 Penalty: 978.013489
	Iteration 96Q: 3 clusters Score -3100092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -3100090.000000 Penalty: 978.013489
	Iteration 97Q: 3 clusters Score -3100090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3100086.500000 Penalty: 978.013489
	Iteration 98Q: 3 clusters Score -3100086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3100090.750000 Penalty: 978.013489
	Iteration 99Q: 3 clusters Score -3100091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -3100084.000000 Penalty: 978.013489
	Iteration 100F: 3 clusters Score -3100084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3100082.500000 Penalty: 978.013489
	Iteration 101Q: 3 clusters Score -3100082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3100082.500000 Penalty: 978.013489
	Iteration 102F: 3 clusters Score -3100082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -16292.484375 Penalty: 264.406921
	Iteration 0F: 2 clusters Score -16292.48 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 159 members 
Entering Unmasked Estep 
Score: -15913.257812 Penalty: 528.813843
	Iteration 0F: 3 clusters Score -15913.26 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16050.977539 Penalty: 528.813843
	Iteration 1F: 3 clusters Score -16050.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16117.409180 Penalty: 528.813843
	Iteration 2F: 3 clusters Score -16117.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16148.875000 Penalty: 528.813843
	Iteration 3F: 3 clusters Score -16148.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16189.988281 Penalty: 528.813843
	Iteration 4Q: 3 clusters Score -16189.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16206.170898 Penalty: 528.813843
	Iteration 5Q: 3 clusters Score -16206.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16211.958008 Penalty: 528.813843
	Iteration 6Q: 3 clusters Score -16211.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16223.617188 Penalty: 528.813843
	Iteration 7Q: 3 clusters Score -16223.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16238.604492 Penalty: 528.813843
	Iteration 8Q: 3 clusters Score -16238.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16240.638672 Penalty: 528.813843
	Iteration 9Q: 3 clusters Score -16240.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16242.719727 Penalty: 528.813843
	Iteration 10Q: 3 clusters Score -16242.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16245.541992 Penalty: 528.813843
	Iteration 11Q: 3 clusters Score -16245.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16249.528320 Penalty: 528.813843
	Iteration 12Q: 3 clusters Score -16249.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16252.531250 Penalty: 528.813843
	Iteration 13Q: 3 clusters Score -16252.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16252.861328 Penalty: 528.813843
	Iteration 14Q: 3 clusters Score -16252.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16256.824219 Penalty: 528.813843
	Iteration 15Q: 3 clusters Score -16256.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16256.824219 Penalty: 528.813843
	Iteration 16F: 3 clusters Score -16256.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7348.065918 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7348.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7130.423340 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -7130.423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7189.685547 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -7189.686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7197.185059 Penalty: 453.508209
	Iteration 2Q: 3 clusters Score -7197.185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7199.196777 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -7199.197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7199.196777 Penalty: 453.508209
	Iteration 4F: 3 clusters Score -7199.197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12137.395508 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -12137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11831.661133 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -11831.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11899.730469 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -11899.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11916.669922 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -11916.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11930.107422 Penalty: 487.877594
	Iteration 3Q: 3 clusters Score -11930.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11940.802734 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -11940.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11952.818359 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -11952.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11959.610352 Penalty: 487.877594
	Iteration 6Q: 3 clusters Score -11959.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11964.663086 Penalty: 487.877594
	Iteration 7Q: 3 clusters Score -11964.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11965.671875 Penalty: 487.877594
	Iteration 8Q: 3 clusters Score -11965.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11965.671875 Penalty: 487.877594
	Iteration 9F: 3 clusters Score -11965.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Entering Unmasked Estep 
Score: -817061.250000 Penalty: 427.668427
	Iteration 0F: 2 clusters Score -817061.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -809007.812500 Penalty: 855.336853
	Iteration 0F: 3 clusters Score -809007.8 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -812318.687500 Penalty: 855.336853
	Iteration 1F: 3 clusters Score -812318.7 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -812708.312500 Penalty: 855.336853
	Iteration 2F: 3 clusters Score -812708.3 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -813289.187500 Penalty: 855.336853
	Iteration 3F: 3 clusters Score -813289.2 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -814100.750000 Penalty: 855.336853
	Iteration 4F: 3 clusters Score -814100.8 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -814976.000000 Penalty: 855.336853
	Iteration 5F: 3 clusters Score -814976 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -815529.437500 Penalty: 855.336853
	Iteration 6F: 3 clusters Score -815529.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -815756.687500 Penalty: 855.336853
	Iteration 7Q: 3 clusters Score -815756.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -815875.125000 Penalty: 855.336853
	Iteration 8Q: 3 clusters Score -815875.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -815946.312500 Penalty: 855.336853
	Iteration 9Q: 3 clusters Score -815946.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -816009.000000 Penalty: 855.336853
	Iteration 10Q: 3 clusters Score -816009 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -816065.062500 Penalty: 855.336853
	Iteration 11Q: 3 clusters Score -816065.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -816110.250000 Penalty: 855.336853
	Iteration 12Q: 3 clusters Score -816110.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -816143.312500 Penalty: 855.336853
	Iteration 13Q: 3 clusters Score -816143.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -816179.062500 Penalty: 855.336853
	Iteration 14Q: 3 clusters Score -816179.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -816211.375000 Penalty: 855.336853
	Iteration 15Q: 3 clusters Score -816211.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -816236.375000 Penalty: 855.336853
	Iteration 16Q: 3 clusters Score -816236.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -816255.625000 Penalty: 855.336853
	Iteration 17Q: 3 clusters Score -816255.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -816269.250000 Penalty: 855.336853
	Iteration 18Q: 3 clusters Score -816269.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -816280.437500 Penalty: 855.336853
	Iteration 19Q: 3 clusters Score -816280.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -816295.500000 Penalty: 855.336853
	Iteration 20F: 3 clusters Score -816295.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -816307.187500 Penalty: 855.336853
	Iteration 21Q: 3 clusters Score -816307.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -816316.062500 Penalty: 855.336853
	Iteration 22Q: 3 clusters Score -816316.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -816325.125000 Penalty: 855.336853
	Iteration 23Q: 3 clusters Score -816325.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -816334.937500 Penalty: 855.336853
	Iteration 24Q: 3 clusters Score -816334.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -816338.000000 Penalty: 855.336853
	Iteration 25Q: 3 clusters Score -816338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -816344.062500 Penalty: 855.336853
	Iteration 26Q: 3 clusters Score -816344.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -816345.875000 Penalty: 855.336853
	Iteration 27Q: 3 clusters Score -816345.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -816352.437500 Penalty: 855.336853
	Iteration 28Q: 3 clusters Score -816352.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -816360.750000 Penalty: 855.336853
	Iteration 29Q: 3 clusters Score -816360.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -816361.312500 Penalty: 855.336853
	Iteration 30Q: 3 clusters Score -816361.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -816363.812500 Penalty: 855.336853
	Iteration 31Q: 3 clusters Score -816363.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -816370.875000 Penalty: 855.336853
	Iteration 32Q: 3 clusters Score -816370.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -816372.625000 Penalty: 855.336853
	Iteration 33Q: 3 clusters Score -816372.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -816372.000000 Penalty: 855.336853
	Iteration 34Q: 3 clusters Score -816372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -816374.875000 Penalty: 855.336853
	Iteration 35Q: 3 clusters Score -816374.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -816379.312500 Penalty: 855.336853
	Iteration 36Q: 3 clusters Score -816379.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -816386.000000 Penalty: 855.336853
	Iteration 37Q: 3 clusters Score -816386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -816389.687500 Penalty: 855.336853
	Iteration 38Q: 3 clusters Score -816389.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -816388.750000 Penalty: 855.336853
	Iteration 39Q: 3 clusters Score -816388.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -816393.812500 Penalty: 855.336853
	Iteration 40F: 3 clusters Score -816393.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -816395.437500 Penalty: 855.336853
	Iteration 41Q: 3 clusters Score -816395.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -816395.875000 Penalty: 855.336853
	Iteration 42Q: 3 clusters Score -816395.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -816395.250000 Penalty: 855.336853
	Iteration 43Q: 3 clusters Score -816395.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -816399.812500 Penalty: 855.336853
	Iteration 44Q: 3 clusters Score -816399.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -816403.000000 Penalty: 855.336853
	Iteration 45Q: 3 clusters Score -816403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -816405.312500 Penalty: 855.336853
	Iteration 46Q: 3 clusters Score -816405.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -816408.125000 Penalty: 855.336853
	Iteration 47Q: 3 clusters Score -816408.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -816409.750000 Penalty: 855.336853
	Iteration 48Q: 3 clusters Score -816409.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -816411.812500 Penalty: 855.336853
	Iteration 49Q: 3 clusters Score -816411.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -816413.375000 Penalty: 855.336853
	Iteration 50Q: 3 clusters Score -816413.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -816418.312500 Penalty: 855.336853
	Iteration 51Q: 3 clusters Score -816418.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -816420.687500 Penalty: 855.336853
	Iteration 52Q: 3 clusters Score -816420.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -816422.625000 Penalty: 855.336853
	Iteration 53Q: 3 clusters Score -816422.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -816423.437500 Penalty: 855.336853
	Iteration 54Q: 3 clusters Score -816423.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -816424.625000 Penalty: 855.336853
	Iteration 55Q: 3 clusters Score -816424.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -816426.500000 Penalty: 855.336853
	Iteration 56Q: 3 clusters Score -816426.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -816427.062500 Penalty: 855.336853
	Iteration 57Q: 3 clusters Score -816427.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -816427.250000 Penalty: 855.336853
	Iteration 58Q: 3 clusters Score -816427.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -816429.125000 Penalty: 855.336853
	Iteration 59Q: 3 clusters Score -816429.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -816431.812500 Penalty: 855.336853
	Iteration 60F: 3 clusters Score -816431.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -816432.375000 Penalty: 855.336853
	Iteration 61Q: 3 clusters Score -816432.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -816434.625000 Penalty: 855.336853
	Iteration 62Q: 3 clusters Score -816434.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -816436.312500 Penalty: 855.336853
	Iteration 63Q: 3 clusters Score -816436.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -816437.562500 Penalty: 855.336853
	Iteration 64Q: 3 clusters Score -816437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -816436.562500 Penalty: 855.336853
	Iteration 65Q: 3 clusters Score -816436.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -816436.562500 Penalty: 855.336853
	Iteration 66F: 3 clusters Score -816436.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Entering Unmasked Estep 
Score: -203500.203125 Penalty: 366.668274
	Iteration 0F: 2 clusters Score -203500.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -201329.343750 Penalty: 733.336548
	Iteration 0F: 3 clusters Score -201329.3 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -202094.984375 Penalty: 733.336548
	Iteration 1F: 3 clusters Score -202095 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -202205.671875 Penalty: 733.336548
	Iteration 2F: 3 clusters Score -202205.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -202331.828125 Penalty: 733.336548
	Iteration 3F: 3 clusters Score -202331.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -202473.109375 Penalty: 733.336548
	Iteration 4F: 3 clusters Score -202473.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -202625.000000 Penalty: 733.336548
	Iteration 5F: 3 clusters Score -202625 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -202756.531250 Penalty: 733.336548
	Iteration 6Q: 3 clusters Score -202756.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -202860.125000 Penalty: 733.336548
	Iteration 7Q: 3 clusters Score -202860.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -202981.703125 Penalty: 733.336548
	Iteration 8Q: 3 clusters Score -202981.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -203032.562500 Penalty: 733.336548
	Iteration 9Q: 3 clusters Score -203032.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -203064.500000 Penalty: 733.336548
	Iteration 10Q: 3 clusters Score -203064.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -203081.625000 Penalty: 733.336548
	Iteration 11Q: 3 clusters Score -203081.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -203095.562500 Penalty: 733.336548
	Iteration 12Q: 3 clusters Score -203095.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -203110.171875 Penalty: 733.336548
	Iteration 13Q: 3 clusters Score -203110.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -203123.859375 Penalty: 733.336548
	Iteration 14Q: 3 clusters Score -203123.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -203130.031250 Penalty: 733.336548
	Iteration 15Q: 3 clusters Score -203130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -203135.734375 Penalty: 733.336548
	Iteration 16Q: 3 clusters Score -203135.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -203139.515625 Penalty: 733.336548
	Iteration 17Q: 3 clusters Score -203139.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -203144.953125 Penalty: 733.336548
	Iteration 18Q: 3 clusters Score -203145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -203151.093750 Penalty: 733.336548
	Iteration 19Q: 3 clusters Score -203151.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -203155.796875 Penalty: 733.336548
	Iteration 20F: 3 clusters Score -203155.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -203159.359375 Penalty: 733.336548
	Iteration 21Q: 3 clusters Score -203159.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -203161.796875 Penalty: 733.336548
	Iteration 22Q: 3 clusters Score -203161.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -203164.437500 Penalty: 733.336548
	Iteration 23Q: 3 clusters Score -203164.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -203166.250000 Penalty: 733.336548
	Iteration 24Q: 3 clusters Score -203166.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -203166.890625 Penalty: 733.336548
	Iteration 25Q: 3 clusters Score -203166.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -203166.890625 Penalty: 733.336548
	Iteration 26F: 3 clusters Score -203166.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -37541.031250 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -37541.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -36924.339844 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -36924.34 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -37126.117188 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -37126.12 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37179.867188 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -37179.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -37206.335938 Penalty: 594.970703
	Iteration 3F: 3 clusters Score -37206.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37231.875000 Penalty: 594.970703
	Iteration 4Q: 3 clusters Score -37231.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -37260.792969 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -37260.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -37278.335938 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -37278.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37290.878906 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -37290.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -37300.585938 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -37300.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -37312.007812 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -37312.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -37320.292969 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -37320.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -37325.437500 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -37325.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37326.378906 Penalty: 594.970703
	Iteration 12Q: 3 clusters Score -37326.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37326.378906 Penalty: 594.970703
	Iteration 13F: 3 clusters Score -37326.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (84070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84070 members 
Entering Unmasked Estep 
Score: -5523474.500000 Penalty: 515.942932
	Iteration 0F: 2 clusters Score -5523474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -5467895.000000 Penalty: 1031.885864
	Iteration 0F: 3 clusters Score -5467895 nChanged 41069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -5492983.000000 Penalty: 1031.885864
	Iteration 1F: 3 clusters Score -5492983 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -5494396.500000 Penalty: 1031.885864
	Iteration 2Q: 3 clusters Score -5494396 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -5496470.500000 Penalty: 1031.885864
	Iteration 3Q: 3 clusters Score -5496470 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -5499811.500000 Penalty: 1031.885864
	Iteration 4F: 3 clusters Score -5499812 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -5504641.500000 Penalty: 1031.885864
	Iteration 5F: 3 clusters Score -5504642 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -5510587.000000 Penalty: 1031.885864
	Iteration 6F: 3 clusters Score -5510587 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -5515038.500000 Penalty: 1031.885864
	Iteration 7F: 3 clusters Score -5515038 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -5517367.500000 Penalty: 1031.885864
	Iteration 8Q: 3 clusters Score -5517368 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -5518893.000000 Penalty: 1031.885864
	Iteration 9Q: 3 clusters Score -5518893 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -5520029.000000 Penalty: 1031.885864
	Iteration 10Q: 3 clusters Score -5520029 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -5520772.500000 Penalty: 1031.885864
	Iteration 11Q: 3 clusters Score -5520772 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -5521411.000000 Penalty: 1031.885864
	Iteration 12Q: 3 clusters Score -5521411 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -5521785.500000 Penalty: 1031.885864
	Iteration 13Q: 3 clusters Score -5521786 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -5522073.000000 Penalty: 1031.885864
	Iteration 14Q: 3 clusters Score -5522073 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -5522235.500000 Penalty: 1031.885864
	Iteration 15Q: 3 clusters Score -5522236 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -5522331.000000 Penalty: 1031.885864
	Iteration 16Q: 3 clusters Score -5522331 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -5522388.500000 Penalty: 1031.885864
	Iteration 17Q: 3 clusters Score -5522388 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 37416 members 
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Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 37399 members 
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Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5522596 nChanged 120
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5522610 nChanged 99
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5522598 nChanged 71
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	Iteration 39Q: 3 clusters Score -5522581 nChanged 81
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	Iteration 40F: 3 clusters Score -5522577 nChanged 87
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	Iteration 50Q: 3 clusters Score -5522608 nChanged 59
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	Iteration 57Q: 3 clusters Score -5522604 nChanged 68
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	Iteration 58Q: 3 clusters Score -5522606 nChanged 80
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	Iteration 60F: 3 clusters Score -5522620 nChanged 103
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	Iteration 61Q: 3 clusters Score -5522638 nChanged 124
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	Iteration 62Q: 3 clusters Score -5522634 nChanged 111
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	Iteration 63Q: 3 clusters Score -5522642 nChanged 109
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	Iteration 64Q: 3 clusters Score -5522630 nChanged 120
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	Iteration 65Q: 3 clusters Score -5522636 nChanged 81
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	Iteration 66Q: 3 clusters Score -5522631 nChanged 78
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	Iteration 67Q: 3 clusters Score -5522632 nChanged 78
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	Iteration 69Q: 3 clusters Score -5522632 nChanged 33
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	Iteration 72Q: 3 clusters Score -5522630 nChanged 46
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	Iteration 75Q: 3 clusters Score -5522644 nChanged 58
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	Iteration 76Q: 3 clusters Score -5522641 nChanged 95
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	Iteration 77Q: 3 clusters Score -5522660 nChanged 74
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	Iteration 78Q: 3 clusters Score -5522655 nChanged 91
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	Iteration 79Q: 3 clusters Score -5522642 nChanged 78
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	Iteration 80F: 3 clusters Score -5522650 nChanged 86
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	Iteration 82Q: 3 clusters Score -5522650 nChanged 89
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	Iteration 83Q: 3 clusters Score -5522661 nChanged 73
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	Iteration 84Q: 3 clusters Score -5522657 nChanged 46
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	Iteration 85Q: 3 clusters Score -5522668 nChanged 66
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	Iteration 89Q: 3 clusters Score -5522650 nChanged 74
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	Iteration 90Q: 3 clusters Score -5522634 nChanged 63
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	Iteration 91Q: 3 clusters Score -5522622 nChanged 79
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	Iteration 92Q: 3 clusters Score -5522611 nChanged 63
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	Iteration 93Q: 3 clusters Score -5522612 nChanged 59
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	Iteration 94Q: 3 clusters Score -5522616 nChanged 49
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	Iteration 95Q: 3 clusters Score -5522610 nChanged 41
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	Iteration 101Q: 3 clusters Score -5522612 nChanged 27
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	Iteration 102Q: 3 clusters Score -5522602 nChanged 36
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	Iteration 103Q: 3 clusters Score -5522612 nChanged 23
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	Iteration 104Q: 3 clusters Score -5522613 nChanged 28
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	Iteration 107Q: 3 clusters Score -5522600 nChanged 54
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	Iteration 108Q: 3 clusters Score -5522599 nChanged 35
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	Iteration 111Q: 3 clusters Score -5522602 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5522603 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5522613 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53089 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5522622 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5522616 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5522628 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5522622 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5522626 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5522622 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5522628 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5522627 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -5522622.000000 Penalty: 1031.885864
	Iteration 122Q: 3 clusters Score -5522622 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -5522625.500000 Penalty: 1031.885864
	Iteration 123Q: 3 clusters Score -5522626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53253 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -5522630.500000 Penalty: 1031.885864
	Iteration 124Q: 3 clusters Score -5522630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5522626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -5522615.500000 Penalty: 1031.885864
	Iteration 126Q: 3 clusters Score -5522616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5522597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -5522605.000000 Penalty: 1031.885864
	Iteration 128Q: 3 clusters Score -5522605 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5522606 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5522619 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5522616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5522606 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -5522599.000000 Penalty: 1031.885864
	Iteration 133Q: 3 clusters Score -5522599 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5522597 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -5522600.000000 Penalty: 1031.885864
	Iteration 135Q: 3 clusters Score -5522600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -5522591.500000 Penalty: 1031.885864
	Iteration 136Q: 3 clusters Score -5522592 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -5522609.500000 Penalty: 1031.885864
	Iteration 137Q: 3 clusters Score -5522610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5522618 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5522606 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5522616 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5522609 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5522588 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5522594 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5522598 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -5522604.000000 Penalty: 1031.885864
	Iteration 145Q: 3 clusters Score -5522604 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -5522614.500000 Penalty: 1031.885864
	Iteration 146Q: 3 clusters Score -5522614 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54943 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -5522621.500000 Penalty: 1031.885864
	Iteration 147Q: 3 clusters Score -5522622 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -5522603.000000 Penalty: 1031.885864
	Iteration 148Q: 3 clusters Score -5522603 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -5522589.000000 Penalty: 1031.885864
	Iteration 149Q: 3 clusters Score -5522589 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5522600 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -5522587.000000 Penalty: 1031.885864
	Iteration 151Q: 3 clusters Score -5522587 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5522588 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55954 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -5522575.500000 Penalty: 1031.885864
	Iteration 153Q: 3 clusters Score -5522576 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -5522565.000000 Penalty: 1031.885864
	Iteration 154Q: 3 clusters Score -5522565 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -5522567.000000 Penalty: 1031.885864
	Iteration 155Q: 3 clusters Score -5522567 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -5522562.500000 Penalty: 1031.885864
	Iteration 156Q: 3 clusters Score -5522562 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -5522553.500000 Penalty: 1031.885864
	Iteration 157Q: 3 clusters Score -5522554 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -5522545.500000 Penalty: 1031.885864
	Iteration 158Q: 3 clusters Score -5522546 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -5522548.500000 Penalty: 1031.885864
	Iteration 159Q: 3 clusters Score -5522548 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -5522536.500000 Penalty: 1031.885864
	Iteration 160F: 3 clusters Score -5522536 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -5522527.000000 Penalty: 1031.885864
	Iteration 161Q: 3 clusters Score -5522527 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56878 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -5522522.500000 Penalty: 1031.885864
	Iteration 162Q: 3 clusters Score -5522522 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -5522531.000000 Penalty: 1031.885864
	Iteration 163Q: 3 clusters Score -5522531 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -5522545.000000 Penalty: 1031.885864
	Iteration 164Q: 3 clusters Score -5522545 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -5522534.000000 Penalty: 1031.885864
	Iteration 165Q: 3 clusters Score -5522534 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57358 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -5522531.000000 Penalty: 1031.885864
	Iteration 166Q: 3 clusters Score -5522531 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -5522515.000000 Penalty: 1031.885864
	Iteration 167Q: 3 clusters Score -5522515 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -5522520.000000 Penalty: 1031.885864
	Iteration 168Q: 3 clusters Score -5522520 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -5522516.000000 Penalty: 1031.885864
	Iteration 169Q: 3 clusters Score -5522516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -5522511.000000 Penalty: 1031.885864
	Iteration 170Q: 3 clusters Score -5522511 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -5522500.500000 Penalty: 1031.885864
	Iteration 171Q: 3 clusters Score -5522500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57797 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -5522519.000000 Penalty: 1031.885864
	Iteration 172Q: 3 clusters Score -5522519 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -5522511.000000 Penalty: 1031.885864
	Iteration 173Q: 3 clusters Score -5522511 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57929 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -5522524.500000 Penalty: 1031.885864
	Iteration 174Q: 3 clusters Score -5522524 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57996 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -5522532.500000 Penalty: 1031.885864
	Iteration 175Q: 3 clusters Score -5522532 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -5522539.500000 Penalty: 1031.885864
	Iteration 176Q: 3 clusters Score -5522540 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -5522550.500000 Penalty: 1031.885864
	Iteration 177Q: 3 clusters Score -5522550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -5522543.000000 Penalty: 1031.885864
	Iteration 178Q: 3 clusters Score -5522543 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -5522555.000000 Penalty: 1031.885864
	Iteration 179Q: 3 clusters Score -5522555 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58394 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -5522556.000000 Penalty: 1031.885864
	Iteration 180F: 3 clusters Score -5522556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -5522563.500000 Penalty: 1031.885864
	Iteration 181Q: 3 clusters Score -5522564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -5522567.000000 Penalty: 1031.885864
	Iteration 182Q: 3 clusters Score -5522567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -5522566.000000 Penalty: 1031.885864
	Iteration 183Q: 3 clusters Score -5522566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -5522578.000000 Penalty: 1031.885864
	Iteration 184Q: 3 clusters Score -5522578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -5522570.000000 Penalty: 1031.885864
	Iteration 185Q: 3 clusters Score -5522570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -5522563.500000 Penalty: 1031.885864
	Iteration 186Q: 3 clusters Score -5522564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -5522560.000000 Penalty: 1031.885864
	Iteration 187Q: 3 clusters Score -5522560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -5522559.000000 Penalty: 1031.885864
	Iteration 188Q: 3 clusters Score -5522559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -5522569.000000 Penalty: 1031.885864
	Iteration 189Q: 3 clusters Score -5522569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -5522566.500000 Penalty: 1031.885864
	Iteration 190Q: 3 clusters Score -5522566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -5522565.500000 Penalty: 1031.885864
	Iteration 191Q: 3 clusters Score -5522566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -5522561.500000 Penalty: 1031.885864
	Iteration 192Q: 3 clusters Score -5522562 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5522563 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
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	Iteration 194F: 3 clusters Score -5522563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5157 members 
Entering Unmasked Estep 
Score: -330055.656250 Penalty: 388.938995
	Iteration 0F: 2 clusters Score -330055.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -326597.343750 Penalty: 777.877991
	Iteration 0F: 3 clusters Score -326597.3 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -328039.593750 Penalty: 777.877991
	Iteration 1F: 3 clusters Score -328039.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -328407.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -328845.250000 Penalty: 777.877991
	Iteration 3F: 3 clusters Score -328845.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -329323.156250 Penalty: 777.877991
	Iteration 4F: 3 clusters Score -329323.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -329645.312500 Penalty: 777.877991
	Iteration 5F: 3 clusters Score -329645.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -329728.781250 Penalty: 777.877991
	Iteration 6Q: 3 clusters Score -329728.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -329756.718750 Penalty: 777.877991
	Iteration 7Q: 3 clusters Score -329756.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -329781.437500 Penalty: 777.877991
	Iteration 8Q: 3 clusters Score -329781.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -329801.531250 Penalty: 777.877991
	Iteration 9Q: 3 clusters Score -329801.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -329817.281250 Penalty: 777.877991
	Iteration 10Q: 3 clusters Score -329817.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -329831.906250 Penalty: 777.877991
	Iteration 11Q: 3 clusters Score -329831.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -329850.125000 Penalty: 777.877991
	Iteration 12Q: 3 clusters Score -329850.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -329861.000000 Penalty: 777.877991
	Iteration 13Q: 3 clusters Score -329861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -329866.562500 Penalty: 777.877991
	Iteration 14Q: 3 clusters Score -329866.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -329869.593750 Penalty: 777.877991
	Iteration 15Q: 3 clusters Score -329869.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -329872.375000 Penalty: 777.877991
	Iteration 16Q: 3 clusters Score -329872.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -329874.000000 Penalty: 777.877991
	Iteration 17Q: 3 clusters Score -329874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -329876.531250 Penalty: 777.877991
	Iteration 18Q: 3 clusters Score -329876.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -329877.812500 Penalty: 777.877991
	Iteration 19Q: 3 clusters Score -329877.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -329879.125000 Penalty: 777.877991
	Iteration 20F: 3 clusters Score -329879.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -329879.500000 Penalty: 777.877991
	Iteration 21Q: 3 clusters Score -329879.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -329879.312500 Penalty: 777.877991
	Iteration 22Q: 3 clusters Score -329879.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -329879.781250 Penalty: 777.877991
	Iteration 23Q: 3 clusters Score -329879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -329879.937500 Penalty: 777.877991
	Iteration 24Q: 3 clusters Score -329879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -329880.156250 Penalty: 777.877991
	Iteration 25Q: 3 clusters Score -329880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -329880.656250 Penalty: 777.877991
	Iteration 26Q: 3 clusters Score -329880.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -329881.281250 Penalty: 777.877991
	Iteration 27Q: 3 clusters Score -329881.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -329881.281250 Penalty: 777.877991
	Iteration 28F: 3 clusters Score -329881.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Entering Unmasked Estep 
Score: -424372.375000 Penalty: 399.420807
	Iteration 0F: 2 clusters Score -424372.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -419960.937500 Penalty: 798.841614
	Iteration 0F: 3 clusters Score -419960.9 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -421741.968750 Penalty: 798.841614
	Iteration 1F: 3 clusters Score -421742 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -422025.750000 Penalty: 798.841614
	Iteration 2F: 3 clusters Score -422025.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -422389.093750 Penalty: 798.841614
	Iteration 3F: 3 clusters Score -422389.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -422825.500000 Penalty: 798.841614
	Iteration 4F: 3 clusters Score -422825.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -423288.468750 Penalty: 798.841614
	Iteration 5F: 3 clusters Score -423288.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -423617.312500 Penalty: 798.841614
	Iteration 6F: 3 clusters Score -423617.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -423821.000000 Penalty: 798.841614
	Iteration 7Q: 3 clusters Score -423821 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -423913.281250 Penalty: 798.841614
	Iteration 8Q: 3 clusters Score -423913.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -423966.000000 Penalty: 798.841614
	Iteration 9Q: 3 clusters Score -423966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -423990.687500 Penalty: 798.841614
	Iteration 10Q: 3 clusters Score -423990.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -423996.312500 Penalty: 798.841614
	Iteration 11Q: 3 clusters Score -423996.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -424002.343750 Penalty: 798.841614
	Iteration 12Q: 3 clusters Score -424002.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -424004.812500 Penalty: 798.841614
	Iteration 13Q: 3 clusters Score -424004.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -424004.812500 Penalty: 798.841614
	Iteration 14F: 3 clusters Score -424004.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -61931.882812 Penalty: 313.383636
	Iteration 0F: 2 clusters Score -61931.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -61141.945312 Penalty: 626.767273
	Iteration 0F: 3 clusters Score -61141.95 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -61378.683594 Penalty: 626.767273
	Iteration 1F: 3 clusters Score -61378.68 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61428.148438 Penalty: 626.767273
	Iteration 2F: 3 clusters Score -61428.15 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -61455.929688 Penalty: 626.767273
	Iteration 3Q: 3 clusters Score -61455.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61482.304688 Penalty: 626.767273
	Iteration 4Q: 3 clusters Score -61482.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61503.800781 Penalty: 626.767273
	Iteration 5Q: 3 clusters Score -61503.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61525.953125 Penalty: 626.767273
	Iteration 6Q: 3 clusters Score -61525.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61548.488281 Penalty: 626.767273
	Iteration 7Q: 3 clusters Score -61548.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61569.402344 Penalty: 626.767273
	Iteration 8Q: 3 clusters Score -61569.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -61591.960938 Penalty: 626.767273
	Iteration 9Q: 3 clusters Score -61591.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -61610.894531 Penalty: 626.767273
	Iteration 10Q: 3 clusters Score -61610.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -61625.914062 Penalty: 626.767273
	Iteration 11Q: 3 clusters Score -61625.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -61638.882812 Penalty: 626.767273
	Iteration 12Q: 3 clusters Score -61638.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -61648.851562 Penalty: 626.767273
	Iteration 13Q: 3 clusters Score -61648.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -61656.984375 Penalty: 626.767273
	Iteration 14Q: 3 clusters Score -61656.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -61665.195312 Penalty: 626.767273
	Iteration 15Q: 3 clusters Score -61665.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -61672.683594 Penalty: 626.767273
	Iteration 16Q: 3 clusters Score -61672.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -61677.312500 Penalty: 626.767273
	Iteration 17Q: 3 clusters Score -61677.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -61687.664062 Penalty: 626.767273
	Iteration 18Q: 3 clusters Score -61687.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -61694.828125 Penalty: 626.767273
	Iteration 19Q: 3 clusters Score -61694.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -61697.132812 Penalty: 626.767273
	Iteration 20F: 3 clusters Score -61697.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -61697.734375 Penalty: 626.767273
	Iteration 21Q: 3 clusters Score -61697.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -61697.734375 Penalty: 626.767273
	Iteration 22F: 3 clusters Score -61697.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -6493.074707 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -6493.075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6266.954590 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -6266.955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6309.980957 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -6309.981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6315.531250 Penalty: 432.576691
	Iteration 2Q: 3 clusters Score -6315.531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6320.525391 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -6320.525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6321.206543 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -6321.207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6321.206543 Penalty: 432.576691
	Iteration 5F: 3 clusters Score -6321.207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70161 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 3698 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18522 members 
Mstep: Class 10 contains 42481 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 39515 members 
Mstep: Class 14 contains 33368 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20456 members 
Mstep: Class 17 contains 1269 members 
Mstep: Class 18 contains 77007 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 48161 members 
Mstep: Class 21 contains 20030 members 
Mstep: Class 22 contains 46509 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 12080 members 
Mstep: Class 27 contains 3161 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 84070 members 
Mstep: Class 30 contains 5157 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35868384.000000 Penalty: 20529.908203
Iteration 199Q: 35 clusters Score -3.586838e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70173 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3708 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18520 members 
Mstep: Class 10 contains 42025 members 
Mstep: Class 11 contains 1313 members 
Mstep: Class 12 contains 504 members 
Mstep: Class 13 contains 39858 members 
Mstep: Class 14 contains 32663 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20448 members 
Mstep: Class 17 contains 1288 members 
Mstep: Class 18 contains 78377 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 47811 members 
Mstep: Class 21 contains 19822 members 
Mstep: Class 22 contains 46795 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 11726 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 84282 members 
Mstep: Class 30 contains 5346 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 39490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 593.799377 but Gain 603.820312
Score: -35868968.000000 Penalty: 19926.087891
Iteration 200F: 34 clusters Score -3.586897e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70172 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3712 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18518 members 
Mstep: Class 10 contains 41730 members 
Mstep: Class 11 contains 1238 members 
Mstep: Class 13 contains 39753 members 
Mstep: Class 14 contains 32106 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20441 members 
Mstep: Class 17 contains 1287 members 
Mstep: Class 18 contains 79390 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 47437 members 
Mstep: Class 21 contains 19626 members 
Mstep: Class 22 contains 47518 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 11342 members 
Mstep: Class 27 contains 3144 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 84798 members 
Mstep: Class 30 contains 5495 members 
Mstep: Class 31 contains 6515 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 39589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869544.000000 Penalty: 19926.087891
Iteration 201Q: 34 clusters Score -3.586954e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70189 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3711 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18520 members 
Mstep: Class 10 contains 41566 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 13 contains 39646 members 
Mstep: Class 14 contains 31363 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20435 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 80384 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 46998 members 
Mstep: Class 21 contains 19434 members 
Mstep: Class 22 contains 48604 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 11028 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 85018 members 
Mstep: Class 30 contains 5611 members 
Mstep: Class 31 contains 6532 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 39241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869192.000000 Penalty: 19926.087891
Iteration 202Q: 34 clusters Score -3.586919e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70201 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3709 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18521 members 
Mstep: Class 10 contains 41364 members 
Mstep: Class 11 contains 1033 members 
Mstep: Class 13 contains 39570 members 
Mstep: Class 14 contains 30658 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20427 members 
Mstep: Class 17 contains 1270 members 
Mstep: Class 18 contains 81392 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 46619 members 
Mstep: Class 21 contains 19228 members 
Mstep: Class 22 contains 50116 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 10701 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 85248 members 
Mstep: Class 30 contains 5716 members 
Mstep: Class 31 contains 6556 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 38367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35868608.000000 Penalty: 19926.087891
Iteration 203Q: 34 clusters Score -3.586861e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70224 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3709 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18520 members 
Mstep: Class 10 contains 41092 members 
Mstep: Class 11 contains 941 members 
Mstep: Class 13 contains 39517 members 
Mstep: Class 14 contains 29905 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20424 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 82547 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 46274 members 
Mstep: Class 21 contains 19056 members 
Mstep: Class 22 contains 51807 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 10415 members 
Mstep: Class 27 contains 3113 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 85586 members 
Mstep: Class 30 contains 5811 members 
Mstep: Class 31 contains 6578 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 37034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35868092.000000 Penalty: 19926.087891
Iteration 204Q: 34 clusters Score -3.586809e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70246 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3706 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18519 members 
Mstep: Class 10 contains 40801 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 13 contains 39442 members 
Mstep: Class 14 contains 29140 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20422 members 
Mstep: Class 17 contains 1275 members 
Mstep: Class 18 contains 83845 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 45984 members 
Mstep: Class 21 contains 18895 members 
Mstep: Class 22 contains 53854 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 10147 members 
Mstep: Class 27 contains 3108 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 85829 members 
Mstep: Class 30 contains 5889 members 
Mstep: Class 31 contains 6603 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 35275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867492.000000 Penalty: 19926.087891
Iteration 205Q: 34 clusters Score -3.586749e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70262 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3709 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18521 members 
Mstep: Class 10 contains 40487 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 13 contains 39388 members 
Mstep: Class 14 contains 28389 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20419 members 
Mstep: Class 17 contains 1270 members 
Mstep: Class 18 contains 85264 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 45745 members 
Mstep: Class 21 contains 18735 members 
Mstep: Class 22 contains 56278 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 9857 members 
Mstep: Class 27 contains 3103 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 85989 members 
Mstep: Class 30 contains 5962 members 
Mstep: Class 31 contains 6637 members 
Mstep: Class 32 contains 997 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 33074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866856.000000 Penalty: 19926.087891
Iteration 206Q: 34 clusters Score -3.586686e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70278 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3714 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18521 members 
Mstep: Class 10 contains 40091 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 13 contains 39382 members 
Mstep: Class 14 contains 27544 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20416 members 
Mstep: Class 17 contains 1262 members 
Mstep: Class 18 contains 86756 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 45424 members 
Mstep: Class 21 contains 18629 members 
Mstep: Class 22 contains 58950 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 9614 members 
Mstep: Class 27 contains 3084 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 86186 members 
Mstep: Class 30 contains 6027 members 
Mstep: Class 31 contains 6656 members 
Mstep: Class 32 contains 1000 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 30658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865848.000000 Penalty: 19926.087891
Iteration 207Q: 34 clusters Score -3.586585e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70298 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3719 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18521 members 
Mstep: Class 10 contains 39724 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 13 contains 39374 members 
Mstep: Class 14 contains 26667 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20410 members 
Mstep: Class 17 contains 1267 members 
Mstep: Class 18 contains 88231 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 44970 members 
Mstep: Class 21 contains 18534 members 
Mstep: Class 22 contains 61944 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 9404 members 
Mstep: Class 27 contains 3066 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 86373 members 
Mstep: Class 30 contains 6077 members 
Mstep: Class 31 contains 6690 members 
Mstep: Class 32 contains 1004 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 28012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865284.000000 Penalty: 19926.087891
Iteration 208Q: 34 clusters Score -3.586528e+07 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70327 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3719 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18521 members 
Mstep: Class 10 contains 39475 members 
Mstep: Class 11 contains 504 members 
Mstep: Class 13 contains 39356 members 
Mstep: Class 14 contains 25765 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20409 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 89357 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 44314 members 
Mstep: Class 21 contains 18461 members 
Mstep: Class 22 contains 65142 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 9237 members 
Mstep: Class 27 contains 3047 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 86680 members 
Mstep: Class 30 contains 6109 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 1012 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 25433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 578.404297 but Gain 603.822266
Score: -35864748.000000 Penalty: 19322.265625
Iteration 209Q: 33 clusters Score -3.586475e+07 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70350 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3720 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18519 members 
Mstep: Class 10 contains 39218 members 
Mstep: Class 13 contains 39359 members 
Mstep: Class 14 contains 24839 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20408 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 90179 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 43776 members 
Mstep: Class 21 contains 18405 members 
Mstep: Class 22 contains 68324 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 9037 members 
Mstep: Class 27 contains 3035 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 87519 members 
Mstep: Class 30 contains 6138 members 
Mstep: Class 31 contains 6744 members 
Mstep: Class 32 contains 1018 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35864756.000000 Penalty: 19322.265625
Iteration 210Q: 33 clusters Score -3.586476e+07 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70379 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3724 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18519 members 
Mstep: Class 10 contains 38994 members 
Mstep: Class 13 contains 39315 members 
Mstep: Class 14 contains 23743 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20403 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 90417 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 43349 members 
Mstep: Class 21 contains 18347 members 
Mstep: Class 22 contains 71625 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 8910 members 
Mstep: Class 27 contains 3029 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 88138 members 
Mstep: Class 30 contains 6180 members 
Mstep: Class 31 contains 6761 members 
Mstep: Class 32 contains 1027 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 20729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863916.000000 Penalty: 19322.265625
Iteration 211Q: 33 clusters Score -3.586392e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70397 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3730 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18520 members 
Mstep: Class 10 contains 38846 members 
Mstep: Class 13 contains 39285 members 
Mstep: Class 14 contains 22647 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20401 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 90360 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 42934 members 
Mstep: Class 21 contains 18330 members 
Mstep: Class 22 contains 74903 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 8823 members 
Mstep: Class 27 contains 3020 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 88765 members 
Mstep: Class 30 contains 6210 members 
Mstep: Class 31 contains 6777 members 
Mstep: Class 32 contains 1037 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863104.000000 Penalty: 19322.265625
Iteration 212Q: 33 clusters Score -3.58631e+07 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70409 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3739 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18522 members 
Mstep: Class 10 contains 38761 members 
Mstep: Class 13 contains 39274 members 
Mstep: Class 14 contains 21520 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20402 members 
Mstep: Class 17 contains 1267 members 
Mstep: Class 18 contains 90162 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 42321 members 
Mstep: Class 21 contains 18341 members 
Mstep: Class 22 contains 78237 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 8820 members 
Mstep: Class 27 contains 3001 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 89372 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 6786 members 
Mstep: Class 32 contains 1057 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863724.000000 Penalty: 19322.265625
Iteration 213Q: 33 clusters Score -3.586372e+07 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70440 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3742 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18522 members 
Mstep: Class 10 contains 38732 members 
Mstep: Class 13 contains 39205 members 
Mstep: Class 14 contains 20471 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20401 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 88750 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 42423 members 
Mstep: Class 21 contains 18328 members 
Mstep: Class 22 contains 81846 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 8871 members 
Mstep: Class 27 contains 2997 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 89935 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 6793 members 
Mstep: Class 32 contains 1066 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 14886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35864248.000000 Penalty: 19322.265625
Iteration 214Q: 33 clusters Score -3.586425e+07 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70470 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3744 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18522 members 
Mstep: Class 10 contains 38665 members 
Mstep: Class 13 contains 39114 members 
Mstep: Class 14 contains 19340 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20399 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 85437 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 43308 members 
Mstep: Class 21 contains 18343 members 
Mstep: Class 22 contains 86436 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 8968 members 
Mstep: Class 27 contains 2996 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 90488 members 
Mstep: Class 30 contains 6231 members 
Mstep: Class 31 contains 6797 members 
Mstep: Class 32 contains 1074 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 13306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865112.000000 Penalty: 19322.265625
Iteration 215Q: 33 clusters Score -3.586511e+07 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70497 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3745 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18522 members 
Mstep: Class 10 contains 38616 members 
Mstep: Class 13 contains 39049 members 
Mstep: Class 14 contains 18204 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20399 members 
Mstep: Class 17 contains 1254 members 
Mstep: Class 18 contains 81270 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 44756 members 
Mstep: Class 21 contains 18325 members 
Mstep: Class 22 contains 90978 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 9059 members 
Mstep: Class 27 contains 2997 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 90989 members 
Mstep: Class 30 contains 6243 members 
Mstep: Class 31 contains 6811 members 
Mstep: Class 32 contains 1087 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 12097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35864828.000000 Penalty: 19322.265625
Iteration 216Q: 33 clusters Score -3.586483e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70517 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3744 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 38579 members 
Mstep: Class 13 contains 39075 members 
Mstep: Class 14 contains 17070 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20404 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 79829 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 46318 members 
Mstep: Class 21 contains 18310 members 
Mstep: Class 22 contains 91917 members 
Mstep: Class 23 contains 335 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 9167 members 
Mstep: Class 27 contains 2998 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 91336 members 
Mstep: Class 30 contains 6250 members 
Mstep: Class 31 contains 6835 members 
Mstep: Class 32 contains 1096 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 11679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35864064.000000 Penalty: 19322.265625
Iteration 217Q: 33 clusters Score -3.586406e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70536 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3746 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 38501 members 
Mstep: Class 13 contains 39068 members 
Mstep: Class 14 contains 15894 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20406 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 79690 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 47705 members 
Mstep: Class 21 contains 18286 members 
Mstep: Class 22 contains 91473 members 
Mstep: Class 23 contains 335 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 9295 members 
Mstep: Class 27 contains 2989 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 91792 members 
Mstep: Class 30 contains 6259 members 
Mstep: Class 31 contains 6862 members 
Mstep: Class 32 contains 1109 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 11514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863252.000000 Penalty: 19322.265625
Iteration 218Q: 33 clusters Score -3.586325e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70560 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 38406 members 
Mstep: Class 13 contains 39034 members 
Mstep: Class 14 contains 14645 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20406 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 79687 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 49233 members 
Mstep: Class 21 contains 18277 members 
Mstep: Class 22 contains 90830 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 9377 members 
Mstep: Class 27 contains 2985 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 92270 members 
Mstep: Class 30 contains 6278 members 
Mstep: Class 31 contains 6895 members 
Mstep: Class 32 contains 1121 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 11382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862216.000000 Penalty: 19322.265625
Iteration 219Q: 33 clusters Score -3.586222e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70577 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3755 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18524 members 
Mstep: Class 10 contains 38285 members 
Mstep: Class 13 contains 39036 members 
Mstep: Class 14 contains 13408 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20406 members 
Mstep: Class 17 contains 1250 members 
Mstep: Class 18 contains 79805 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 50887 members 
Mstep: Class 21 contains 18254 members 
Mstep: Class 22 contains 89865 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 9537 members 
Mstep: Class 27 contains 2975 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 92763 members 
Mstep: Class 30 contains 6310 members 
Mstep: Class 31 contains 6938 members 
Mstep: Class 32 contains 1134 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 11215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863172.000000 Penalty: 19322.265625
Iteration 220F: 33 clusters Score -3.586317e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70589 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3760 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18523 members 
Mstep: Class 10 contains 38196 members 
Mstep: Class 13 contains 39025 members 
Mstep: Class 14 contains 12213 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20407 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 75962 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 52829 members 
Mstep: Class 21 contains 18235 members 
Mstep: Class 22 contains 92487 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 9839 members 
Mstep: Class 27 contains 2968 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 93163 members 
Mstep: Class 30 contains 6339 members 
Mstep: Class 31 contains 6976 members 
Mstep: Class 32 contains 1143 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 11047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35861732.000000 Penalty: 19322.265625
Iteration 221Q: 33 clusters Score -3.586173e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70608 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18521 members 
Mstep: Class 10 contains 38150 members 
Mstep: Class 13 contains 39062 members 
Mstep: Class 14 contains 11009 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20403 members 
Mstep: Class 17 contains 1228 members 
Mstep: Class 18 contains 74812 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 54384 members 
Mstep: Class 21 contains 18189 members 
Mstep: Class 22 contains 92263 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 10192 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 93530 members 
Mstep: Class 30 contains 6366 members 
Mstep: Class 31 contains 7020 members 
Mstep: Class 32 contains 1150 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 11328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35860288.000000 Penalty: 19322.265625
Iteration 222Q: 33 clusters Score -3.586029e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70628 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18521 members 
Mstep: Class 10 contains 38070 members 
Mstep: Class 13 contains 39119 members 
Mstep: Class 14 contains 9856 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20400 members 
Mstep: Class 17 contains 1219 members 
Mstep: Class 18 contains 74024 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 55913 members 
Mstep: Class 21 contains 18184 members 
Mstep: Class 22 contains 91472 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 10598 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 93942 members 
Mstep: Class 30 contains 6387 members 
Mstep: Class 31 contains 7051 members 
Mstep: Class 32 contains 1157 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 11679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35859276.000000 Penalty: 19322.265625
Iteration 223Q: 33 clusters Score -3.585928e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70644 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3774 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18518 members 
Mstep: Class 10 contains 37984 members 
Mstep: Class 13 contains 39236 members 
Mstep: Class 14 contains 8698 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20394 members 
Mstep: Class 17 contains 1207 members 
Mstep: Class 18 contains 73011 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 57581 members 
Mstep: Class 21 contains 18124 members 
Mstep: Class 22 contains 90689 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 11135 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 94301 members 
Mstep: Class 30 contains 6401 members 
Mstep: Class 31 contains 7088 members 
Mstep: Class 32 contains 1160 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 12054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35858264.000000 Penalty: 19322.265625
Iteration 224Q: 33 clusters Score -3.585826e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70664 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3778 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18518 members 
Mstep: Class 10 contains 37957 members 
Mstep: Class 13 contains 39341 members 
Mstep: Class 14 contains 7581 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20391 members 
Mstep: Class 17 contains 1200 members 
Mstep: Class 18 contains 71453 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 59455 members 
Mstep: Class 21 contains 17976 members 
Mstep: Class 22 contains 90238 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 11727 members 
Mstep: Class 27 contains 2973 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 94614 members 
Mstep: Class 30 contains 6407 members 
Mstep: Class 31 contains 7123 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 12419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35857532.000000 Penalty: 19322.265625
Iteration 225Q: 33 clusters Score -3.585753e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70680 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3782 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18514 members 
Mstep: Class 10 contains 37958 members 
Mstep: Class 13 contains 39432 members 
Mstep: Class 14 contains 6371 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20392 members 
Mstep: Class 17 contains 1197 members 
Mstep: Class 18 contains 69898 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 61164 members 
Mstep: Class 21 contains 17588 members 
Mstep: Class 22 contains 89914 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 12474 members 
Mstep: Class 27 contains 2979 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 95121 members 
Mstep: Class 30 contains 6415 members 
Mstep: Class 31 contains 7154 members 
Mstep: Class 32 contains 1164 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 12798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35856456.000000 Penalty: 19322.265625
Iteration 226Q: 33 clusters Score -3.585646e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70700 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3787 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18513 members 
Mstep: Class 10 contains 37995 members 
Mstep: Class 13 contains 39566 members 
Mstep: Class 14 contains 4916 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20390 members 
Mstep: Class 17 contains 1189 members 
Mstep: Class 18 contains 68377 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 63013 members 
Mstep: Class 21 contains 16734 members 
Mstep: Class 22 contains 89282 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 13415 members 
Mstep: Class 27 contains 2987 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 96235 members 
Mstep: Class 30 contains 6425 members 
Mstep: Class 31 contains 7172 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 13148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854908.000000 Penalty: 19322.265625
Iteration 227Q: 33 clusters Score -3.585491e+07 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70710 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3790 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18512 members 
Mstep: Class 10 contains 37999 members 
Mstep: Class 13 contains 39734 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20389 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 66869 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 65055 members 
Mstep: Class 21 contains 15256 members 
Mstep: Class 22 contains 88401 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 14574 members 
Mstep: Class 27 contains 2992 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 98035 members 
Mstep: Class 30 contains 6444 members 
Mstep: Class 31 contains 7190 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 13561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35852236.000000 Penalty: 19322.265625
Iteration 228Q: 33 clusters Score -3.585224e+07 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70721 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3791 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18512 members 
Mstep: Class 10 contains 38024 members 
Mstep: Class 13 contains 39915 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20389 members 
Mstep: Class 17 contains 1195 members 
Mstep: Class 18 contains 65185 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 67125 members 
Mstep: Class 21 contains 13097 members 
Mstep: Class 22 contains 87600 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 15859 members 
Mstep: Class 27 contains 2994 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 100178 members 
Mstep: Class 30 contains 6455 members 
Mstep: Class 31 contains 7188 members 
Mstep: Class 32 contains 1175 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 14025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 499.966431 but Gain 603.820312
Score: -35849384.000000 Penalty: 18718.445312
Iteration 229Q: 32 clusters Score -3.584938e+07 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70740 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3793 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18509 members 
Mstep: Class 10 contains 37962 members 
Mstep: Class 13 contains 40155 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20391 members 
Mstep: Class 17 contains 1202 members 
Mstep: Class 18 contains 63537 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 69219 members 
Mstep: Class 21 contains 10624 members 
Mstep: Class 22 contains 86713 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16904 members 
Mstep: Class 27 contains 2994 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 102970 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 7166 members 
Mstep: Class 32 contains 1182 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 14510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35845732.000000 Penalty: 18718.445312
Iteration 230Q: 32 clusters Score -3.584573e+07 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70748 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3796 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18507 members 
Mstep: Class 10 contains 37965 members 
Mstep: Class 13 contains 40372 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20392 members 
Mstep: Class 17 contains 1207 members 
Mstep: Class 18 contains 61878 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 71406 members 
Mstep: Class 21 contains 7976 members 
Mstep: Class 22 contains 85654 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17670 members 
Mstep: Class 27 contains 2995 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 104701 members 
Mstep: Class 30 contains 6485 members 
Mstep: Class 31 contains 7106 members 
Mstep: Class 32 contains 1189 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 14997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35842656.000000 Penalty: 18718.445312
Iteration 231Q: 32 clusters Score -3.584266e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70757 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3800 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18506 members 
Mstep: Class 10 contains 37970 members 
Mstep: Class 13 contains 40654 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20391 members 
Mstep: Class 17 contains 1203 members 
Mstep: Class 18 contains 60150 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 73578 members 
Mstep: Class 21 contains 5887 members 
Mstep: Class 22 contains 84761 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18115 members 
Mstep: Class 27 contains 3006 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 106118 members 
Mstep: Class 30 contains 6496 members 
Mstep: Class 31 contains 6975 members 
Mstep: Class 32 contains 1191 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 15491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35840276.000000 Penalty: 18718.445312
Iteration 232Q: 32 clusters Score -3.584028e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70766 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3805 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18505 members 
Mstep: Class 10 contains 37957 members 
Mstep: Class 13 contains 40944 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 1200 members 
Mstep: Class 18 contains 58561 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 75570 members 
Mstep: Class 21 contains 4276 members 
Mstep: Class 22 contains 83909 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18205 members 
Mstep: Class 27 contains 3022 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 107372 members 
Mstep: Class 30 contains 6505 members 
Mstep: Class 31 contains 6861 members 
Mstep: Class 32 contains 1196 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35838228.000000 Penalty: 18718.445312
Iteration 233Q: 32 clusters Score -3.583823e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70782 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3813 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18505 members 
Mstep: Class 10 contains 37970 members 
Mstep: Class 13 contains 41229 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20387 members 
Mstep: Class 17 contains 1204 members 
Mstep: Class 18 contains 57287 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 77261 members 
Mstep: Class 21 contains 3106 members 
Mstep: Class 22 contains 83046 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18099 members 
Mstep: Class 27 contains 3027 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 108316 members 
Mstep: Class 30 contains 6511 members 
Mstep: Class 31 contains 6777 members 
Mstep: Class 32 contains 1205 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35837232.000000 Penalty: 18718.445312
Iteration 234Q: 32 clusters Score -3.583723e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70786 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3822 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18502 members 
Mstep: Class 10 contains 37972 members 
Mstep: Class 13 contains 41459 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20386 members 
Mstep: Class 17 contains 1206 members 
Mstep: Class 18 contains 56228 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78784 members 
Mstep: Class 21 contains 2266 members 
Mstep: Class 22 contains 82085 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18028 members 
Mstep: Class 27 contains 3027 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 109031 members 
Mstep: Class 30 contains 6520 members 
Mstep: Class 31 contains 6716 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35836876.000000 Penalty: 18718.445312
Iteration 235Q: 32 clusters Score -3.583688e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70789 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3829 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18501 members 
Mstep: Class 10 contains 37964 members 
Mstep: Class 13 contains 41665 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20386 members 
Mstep: Class 17 contains 1206 members 
Mstep: Class 18 contains 55504 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79976 members 
Mstep: Class 21 contains 1690 members 
Mstep: Class 22 contains 81077 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18046 members 
Mstep: Class 27 contains 3026 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 109465 members 
Mstep: Class 30 contains 6543 members 
Mstep: Class 31 contains 6683 members 
Mstep: Class 32 contains 1226 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35836684.000000 Penalty: 18718.445312
Iteration 236Q: 32 clusters Score -3.583668e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70797 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3842 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18496 members 
Mstep: Class 10 contains 37959 members 
Mstep: Class 13 contains 41808 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20386 members 
Mstep: Class 17 contains 1198 members 
Mstep: Class 18 contains 55160 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 81034 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 79888 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18039 members 
Mstep: Class 27 contains 3020 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 109759 members 
Mstep: Class 30 contains 6567 members 
Mstep: Class 31 contains 6665 members 
Mstep: Class 32 contains 1232 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35837036.000000 Penalty: 18718.445312
Iteration 237Q: 32 clusters Score -3.583704e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70800 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 37936 members 
Mstep: Class 13 contains 41920 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20386 members 
Mstep: Class 17 contains 1203 members 
Mstep: Class 18 contains 55364 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 81728 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 78632 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17996 members 
Mstep: Class 27 contains 3011 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 109938 members 
Mstep: Class 30 contains 6592 members 
Mstep: Class 31 contains 6644 members 
Mstep: Class 32 contains 1236 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35836752.000000 Penalty: 18718.445312
Iteration 238Q: 32 clusters Score -3.583675e+07 nChanged 2514
Entering ConstructFrom: 
Score: -35836752.000000 Penalty: 18718.445312
Entering ConstructFrom: 
Trying to split cluster 1 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -75852.148438 Penalty: 321.833771
	Iteration 0F: 2 clusters Score -75852.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -74904.328125 Penalty: 643.667542
	Iteration 0F: 3 clusters Score -74904.33 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -75180.968750 Penalty: 643.667542
	Iteration 1F: 3 clusters Score -75180.97 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -75240.945312 Penalty: 643.667542
	Iteration 2F: 3 clusters Score -75240.95 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -75274.218750 Penalty: 643.667542
	Iteration 3F: 3 clusters Score -75274.22 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -75300.210938 Penalty: 643.667542
	Iteration 4Q: 3 clusters Score -75300.21 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -75331.898438 Penalty: 643.667542
	Iteration 5Q: 3 clusters Score -75331.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -75364.945312 Penalty: 643.667542
	Iteration 6Q: 3 clusters Score -75364.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -75391.906250 Penalty: 643.667542
	Iteration 7Q: 3 clusters Score -75391.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -75414.625000 Penalty: 643.667542
	Iteration 8Q: 3 clusters Score -75414.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -75431.625000 Penalty: 643.667542
	Iteration 9Q: 3 clusters Score -75431.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -75453.382812 Penalty: 643.667542
	Iteration 10Q: 3 clusters Score -75453.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -75472.265625 Penalty: 643.667542
	Iteration 11Q: 3 clusters Score -75472.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -75490.890625 Penalty: 643.667542
	Iteration 12Q: 3 clusters Score -75490.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -75508.695312 Penalty: 643.667542
	Iteration 13Q: 3 clusters Score -75508.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -75518.945312 Penalty: 643.667542
	Iteration 14Q: 3 clusters Score -75518.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -75523.609375 Penalty: 643.667542
	Iteration 15Q: 3 clusters Score -75523.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -75526.789062 Penalty: 643.667542
	Iteration 16Q: 3 clusters Score -75526.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -75530.335938 Penalty: 643.667542
	Iteration 17Q: 3 clusters Score -75530.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -75531.296875 Penalty: 643.667542
	Iteration 18Q: 3 clusters Score -75531.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -75531.617188 Penalty: 643.667542
	Iteration 19Q: 3 clusters Score -75531.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -75531.617188 Penalty: 643.667542
	Iteration 20F: 3 clusters Score -75531.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -39346.425781 Penalty: 299.921173
	Iteration 0F: 2 clusters Score -39346.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -38714.753906 Penalty: 599.842346
	Iteration 0F: 3 clusters Score -38714.75 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -38912.902344 Penalty: 599.842346
	Iteration 1F: 3 clusters Score -38912.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -38967.437500 Penalty: 599.842346
	Iteration 2F: 3 clusters Score -38967.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -39002.535156 Penalty: 599.842346
	Iteration 3F: 3 clusters Score -39002.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -39020.699219 Penalty: 599.842346
	Iteration 4Q: 3 clusters Score -39020.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -39030.558594 Penalty: 599.842346
	Iteration 5Q: 3 clusters Score -39030.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -39034.792969 Penalty: 599.842346
	Iteration 6Q: 3 clusters Score -39034.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -39038.394531 Penalty: 599.842346
	Iteration 7Q: 3 clusters Score -39038.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -39044.335938 Penalty: 599.842346
	Iteration 8Q: 3 clusters Score -39044.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -39048.488281 Penalty: 599.842346
	Iteration 9Q: 3 clusters Score -39048.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -39059.945312 Penalty: 599.842346
	Iteration 10Q: 3 clusters Score -39059.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39078.238281 Penalty: 599.842346
	Iteration 11Q: 3 clusters Score -39078.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39092.292969 Penalty: 599.842346
	Iteration 12Q: 3 clusters Score -39092.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -39106.949219 Penalty: 599.842346
	Iteration 13Q: 3 clusters Score -39106.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -39118.996094 Penalty: 599.842346
	Iteration 14Q: 3 clusters Score -39119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -39132.179688 Penalty: 599.842346
	Iteration 15Q: 3 clusters Score -39132.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -39142.933594 Penalty: 599.842346
	Iteration 16Q: 3 clusters Score -39142.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -39150.246094 Penalty: 599.842346
	Iteration 17Q: 3 clusters Score -39150.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -39152.898438 Penalty: 599.842346
	Iteration 18Q: 3 clusters Score -39152.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -39155.242188 Penalty: 599.842346
	Iteration 19Q: 3 clusters Score -39155.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -39158.964844 Penalty: 599.842346
	Iteration 20F: 3 clusters Score -39158.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -39161.230469 Penalty: 599.842346
	Iteration 21Q: 3 clusters Score -39161.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -39162.695312 Penalty: 599.842346
	Iteration 22Q: 3 clusters Score -39162.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -39166.386719 Penalty: 599.842346
	Iteration 23Q: 3 clusters Score -39166.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39172.054688 Penalty: 599.842346
	Iteration 24Q: 3 clusters Score -39172.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -39178.171875 Penalty: 599.842346
	Iteration 25Q: 3 clusters Score -39178.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -39181.378906 Penalty: 599.842346
	Iteration 26Q: 3 clusters Score -39181.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -39181.910156 Penalty: 599.842346
	Iteration 27Q: 3 clusters Score -39181.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -39182.281250 Penalty: 599.842346
	Iteration 28Q: 3 clusters Score -39182.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -39183.433594 Penalty: 599.842346
	Iteration 29Q: 3 clusters Score -39183.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -39183.707031 Penalty: 599.842346
	Iteration 30Q: 3 clusters Score -39183.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -39183.933594 Penalty: 599.842346
	Iteration 31Q: 3 clusters Score -39183.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -39184.980469 Penalty: 599.842346
	Iteration 32Q: 3 clusters Score -39184.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -39186.519531 Penalty: 599.842346
	Iteration 33Q: 3 clusters Score -39186.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -39188.667969 Penalty: 599.842346
	Iteration 34Q: 3 clusters Score -39188.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -39193.007812 Penalty: 599.842346
	Iteration 35Q: 3 clusters Score -39193.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -39196.039062 Penalty: 599.842346
	Iteration 36Q: 3 clusters Score -39196.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -39199.648438 Penalty: 599.842346
	Iteration 37Q: 3 clusters Score -39199.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39205.410156 Penalty: 599.842346
	Iteration 38Q: 3 clusters Score -39205.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -39212.113281 Penalty: 599.842346
	Iteration 39Q: 3 clusters Score -39212.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39217.675781 Penalty: 599.842346
	Iteration 40F: 3 clusters Score -39217.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -39223.984375 Penalty: 599.842346
	Iteration 41Q: 3 clusters Score -39223.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -39228.171875 Penalty: 599.842346
	Iteration 42Q: 3 clusters Score -39228.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -39231.351562 Penalty: 599.842346
	Iteration 43Q: 3 clusters Score -39231.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39232.589844 Penalty: 599.842346
	Iteration 44Q: 3 clusters Score -39232.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39232.589844 Penalty: 599.842346
	Iteration 45F: 3 clusters Score -39232.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -5966.103027 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -5966.103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5755.771484 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -5755.771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5796.019043 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5796.019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5804.237793 Penalty: 422.639587
	Iteration 2Q: 3 clusters Score -5804.238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5811.895020 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -5811.895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5811.895020 Penalty: 422.639587
	Iteration 4F: 3 clusters Score -5811.895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -31364.380859 Penalty: 291.136078
	Iteration 0F: 2 clusters Score -31364.38 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: -30818.886719 Penalty: 582.272156
	Iteration 0F: 3 clusters Score -30818.89 nChanged 214
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: -31039.228516 Penalty: 582.272156
	Iteration 1F: 3 clusters Score -31039.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -31110.169922 Penalty: 582.272156
	Iteration 2F: 3 clusters Score -31110.17 nChanged 40
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: -31198.427734 Penalty: 582.272156
	Iteration 3F: 3 clusters Score -31198.43 nChanged 32
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: -31250.031250 Penalty: 582.272156
	Iteration 4F: 3 clusters Score -31250.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -31274.777344 Penalty: 582.272156
	Iteration 5Q: 3 clusters Score -31274.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31281.517578 Penalty: 582.272156
	Iteration 6Q: 3 clusters Score -31281.52 nChanged 4
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: -31284.369141 Penalty: 582.272156
	Iteration 7Q: 3 clusters Score -31284.37 nChanged 5
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: -31288.570312 Penalty: 582.272156
	Iteration 8Q: 3 clusters Score -31288.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -31290.859375 Penalty: 582.272156
	Iteration 9Q: 3 clusters Score -31290.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31292.537109 Penalty: 582.272156
	Iteration 10Q: 3 clusters Score -31292.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -31293.066406 Penalty: 582.272156
	Iteration 11Q: 3 clusters Score -31293.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -31295.996094 Penalty: 582.272156
	Iteration 12Q: 3 clusters Score -31296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -31297.857422 Penalty: 582.272156
	Iteration 13Q: 3 clusters Score -31297.86 nChanged 1
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: -31298.515625 Penalty: 582.272156
	Iteration 14Q: 3 clusters Score -31298.52 nChanged 0
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: -31298.515625 Penalty: 582.272156
	Iteration 15F: 3 clusters Score -31298.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (70809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70809 members 
Entering Unmasked Estep 
Score: -4215177.000000 Penalty: 508.132263
	Iteration 0F: 2 clusters Score -4215177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -4167265.000000 Penalty: 1016.264526
	Iteration 0F: 3 clusters Score -4167265 nChanged 34513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -4189288.000000 Penalty: 1016.264526
	Iteration 1F: 3 clusters Score -4189288 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -4191634.750000 Penalty: 1016.264526
	Iteration 2F: 3 clusters Score -4191635 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -4195083.000000 Penalty: 1016.264526
	Iteration 3F: 3 clusters Score -4195083 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -4199032.000000 Penalty: 1016.264526
	Iteration 4F: 3 clusters Score -4199032 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -4202613.500000 Penalty: 1016.264526
	Iteration 5F: 3 clusters Score -4202614 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -4205367.500000 Penalty: 1016.264526
	Iteration 6F: 3 clusters Score -4205368 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -4206913.000000 Penalty: 1016.264526
	Iteration 7Q: 3 clusters Score -4206913 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -4207833.000000 Penalty: 1016.264526
	Iteration 8Q: 3 clusters Score -4207833 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 56945 members 
Entering Unmasked Estep 
Score: -4208468.000000 Penalty: 1016.264526
	Iteration 9Q: 3 clusters Score -4208468 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 58075 members 
Entering Unmasked Estep 
Score: -4209027.500000 Penalty: 1016.264526
	Iteration 10Q: 3 clusters Score -4209028 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -4209532.500000 Penalty: 1016.264526
	Iteration 11Q: 3 clusters Score -4209532 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 60148 members 
Entering Unmasked Estep 
Score: -4210003.000000 Penalty: 1016.264526
	Iteration 12Q: 3 clusters Score -4210003 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -4210481.000000 Penalty: 1016.264526
	Iteration 13Q: 3 clusters Score -4210481 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -4211032.000000 Penalty: 1016.264526
	Iteration 14Q: 3 clusters Score -4211032 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -4211532.500000 Penalty: 1016.264526
	Iteration 15Q: 3 clusters Score -4211532 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
Score: -4211974.000000 Penalty: 1016.264526
	Iteration 16Q: 3 clusters Score -4211974 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -4212324.000000 Penalty: 1016.264526
	Iteration 17Q: 3 clusters Score -4212324 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 65087 members 
Entering Unmasked Estep 
Score: -4212655.500000 Penalty: 1016.264526
	Iteration 18Q: 3 clusters Score -4212656 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -4212980.500000 Penalty: 1016.264526
	Iteration 19Q: 3 clusters Score -4212980 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 66313 members 
Entering Unmasked Estep 
Score: -4213291.000000 Penalty: 1016.264526
	Iteration 20F: 3 clusters Score -4213291 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -4213523.500000 Penalty: 1016.264526
	Iteration 21Q: 3 clusters Score -4213524 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -4213711.000000 Penalty: 1016.264526
	Iteration 22Q: 3 clusters Score -4213711 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 67636 members 
Entering Unmasked Estep 
Score: -4213833.000000 Penalty: 1016.264526
	Iteration 23Q: 3 clusters Score -4213833 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -4213957.500000 Penalty: 1016.264526
	Iteration 24Q: 3 clusters Score -4213958 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 68207 members 
Entering Unmasked Estep 
Score: -4214030.000000 Penalty: 1016.264526
	Iteration 25Q: 3 clusters Score -4214030 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 68417 members 
Entering Unmasked Estep 
Score: -4214106.000000 Penalty: 1016.264526
	Iteration 26Q: 3 clusters Score -4214106 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 68603 members 
Entering Unmasked Estep 
Score: -4214149.000000 Penalty: 1016.264526
	Iteration 27Q: 3 clusters Score -4214149 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -4214200.000000 Penalty: 1016.264526
	Iteration 28Q: 3 clusters Score -4214200 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 68982 members 
Entering Unmasked Estep 
Score: -4214272.000000 Penalty: 1016.264526
	Iteration 29Q: 3 clusters Score -4214272 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 69187 members 
Entering Unmasked Estep 
Score: -4214365.000000 Penalty: 1016.264526
	Iteration 30Q: 3 clusters Score -4214365 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
Score: -4214408.000000 Penalty: 1016.264526
	Iteration 31Q: 3 clusters Score -4214408 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 69525 members 
Entering Unmasked Estep 
Score: -4214457.500000 Penalty: 1016.264526
	Iteration 32Q: 3 clusters Score -4214458 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 69653 members 
Entering Unmasked Estep 
Score: -4214508.000000 Penalty: 1016.264526
	Iteration 33Q: 3 clusters Score -4214508 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 69756 members 
Entering Unmasked Estep 
Score: -4214543.500000 Penalty: 1016.264526
	Iteration 34Q: 3 clusters Score -4214544 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 69840 members 
Entering Unmasked Estep 
Score: -4214595.000000 Penalty: 1016.264526
	Iteration 35Q: 3 clusters Score -4214595 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 69927 members 
Entering Unmasked Estep 
Score: -4214631.500000 Penalty: 1016.264526
	Iteration 36Q: 3 clusters Score -4214632 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -4214660.500000 Penalty: 1016.264526
	Iteration 37Q: 3 clusters Score -4214660 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 70062 members 
Entering Unmasked Estep 
Score: -4214672.000000 Penalty: 1016.264526
	Iteration 38Q: 3 clusters Score -4214672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -4214688.500000 Penalty: 1016.264526
	Iteration 39Q: 3 clusters Score -4214688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 70141 members 
Entering Unmasked Estep 
Score: -4214688.000000 Penalty: 1016.264526
	Iteration 40F: 3 clusters Score -4214688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 70170 members 
Entering Unmasked Estep 
Score: -4214699.500000 Penalty: 1016.264526
	Iteration 41Q: 3 clusters Score -4214700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 70191 members 
Entering Unmasked Estep 
Score: -4214707.000000 Penalty: 1016.264526
	Iteration 42Q: 3 clusters Score -4214707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 70211 members 
Entering Unmasked Estep 
Score: -4214711.000000 Penalty: 1016.264526
	Iteration 43Q: 3 clusters Score -4214711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 70222 members 
Entering Unmasked Estep 
Score: -4214718.500000 Penalty: 1016.264526
	Iteration 44Q: 3 clusters Score -4214718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 70235 members 
Entering Unmasked Estep 
Score: -4214723.500000 Penalty: 1016.264526
	Iteration 45Q: 3 clusters Score -4214724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -4214723.500000 Penalty: 1016.264526
	Iteration 46Q: 3 clusters Score -4214724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 70264 members 
Entering Unmasked Estep 
Score: -4214727.500000 Penalty: 1016.264526
	Iteration 47Q: 3 clusters Score -4214728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 70277 members 
Entering Unmasked Estep 
Score: -4214735.500000 Penalty: 1016.264526
	Iteration 48Q: 3 clusters Score -4214736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 70290 members 
Entering Unmasked Estep 
Score: -4214738.000000 Penalty: 1016.264526
	Iteration 49Q: 3 clusters Score -4214738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 70303 members 
Entering Unmasked Estep 
Score: -4214742.000000 Penalty: 1016.264526
	Iteration 50Q: 3 clusters Score -4214742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 70309 members 
Entering Unmasked Estep 
Score: -4214749.500000 Penalty: 1016.264526
	Iteration 51Q: 3 clusters Score -4214750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 70320 members 
Entering Unmasked Estep 
Score: -4214757.000000 Penalty: 1016.264526
	Iteration 52Q: 3 clusters Score -4214757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 70332 members 
Entering Unmasked Estep 
Score: -4214759.000000 Penalty: 1016.264526
	Iteration 53Q: 3 clusters Score -4214759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
Score: -4214761.000000 Penalty: 1016.264526
	Iteration 54Q: 3 clusters Score -4214761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 70345 members 
Entering Unmasked Estep 
Score: -4214763.000000 Penalty: 1016.264526
	Iteration 55Q: 3 clusters Score -4214763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 70348 members 
Entering Unmasked Estep 
Score: -4214763.500000 Penalty: 1016.264526
	Iteration 56Q: 3 clusters Score -4214764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 70349 members 
Entering Unmasked Estep 
Score: -4214760.000000 Penalty: 1016.264526
	Iteration 57Q: 3 clusters Score -4214760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 70349 members 
Entering Unmasked Estep 
Score: -4214762.000000 Penalty: 1016.264526
	Iteration 58Q: 3 clusters Score -4214762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 70350 members 
Entering Unmasked Estep 
Score: -4214763.000000 Penalty: 1016.264526
	Iteration 59Q: 3 clusters Score -4214763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 70350 members 
Entering Unmasked Estep 
Score: -4214763.000000 Penalty: 1016.264526
	Iteration 60F: 3 clusters Score -4214763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -20536.984375 Penalty: 266.012970
	Iteration 0F: 2 clusters Score -20536.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20156.619141 Penalty: 532.025940
	Iteration 0F: 3 clusters Score -20156.62 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20211.626953 Penalty: 532.025940
	Iteration 1F: 3 clusters Score -20211.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20237.675781 Penalty: 532.025940
	Iteration 2F: 3 clusters Score -20237.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20257.681641 Penalty: 532.025940
	Iteration 3F: 3 clusters Score -20257.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20266.886719 Penalty: 532.025940
	Iteration 4Q: 3 clusters Score -20266.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20276.914062 Penalty: 532.025940
	Iteration 5Q: 3 clusters Score -20276.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20283.900391 Penalty: 532.025940
	Iteration 6Q: 3 clusters Score -20283.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20287.810547 Penalty: 532.025940
	Iteration 7Q: 3 clusters Score -20287.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20288.957031 Penalty: 532.025940
	Iteration 8Q: 3 clusters Score -20288.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20290.449219 Penalty: 532.025940
	Iteration 9Q: 3 clusters Score -20290.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20290.449219 Penalty: 532.025940
	Iteration 10F: 3 clusters Score -20290.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Entering Unmasked Estep 
Score: -220082.453125 Penalty: 375.769989
	Iteration 0F: 2 clusters Score -220082.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -217491.031250 Penalty: 751.539978
	Iteration 0F: 3 clusters Score -217491 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -218458.906250 Penalty: 751.539978
	Iteration 1F: 3 clusters Score -218458.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -218657.562500 Penalty: 751.539978
	Iteration 2F: 3 clusters Score -218657.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -218861.187500 Penalty: 751.539978
	Iteration 3F: 3 clusters Score -218861.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -219066.359375 Penalty: 751.539978
	Iteration 4F: 3 clusters Score -219066.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -219249.187500 Penalty: 751.539978
	Iteration 5F: 3 clusters Score -219249.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -219360.312500 Penalty: 751.539978
	Iteration 6F: 3 clusters Score -219360.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -219416.062500 Penalty: 751.539978
	Iteration 7Q: 3 clusters Score -219416.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -219462.453125 Penalty: 751.539978
	Iteration 8Q: 3 clusters Score -219462.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -219500.750000 Penalty: 751.539978
	Iteration 9Q: 3 clusters Score -219500.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -219532.875000 Penalty: 751.539978
	Iteration 10Q: 3 clusters Score -219532.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -219559.453125 Penalty: 751.539978
	Iteration 11Q: 3 clusters Score -219559.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -219576.953125 Penalty: 751.539978
	Iteration 12Q: 3 clusters Score -219577 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -219590.500000 Penalty: 751.539978
	Iteration 13Q: 3 clusters Score -219590.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -219599.281250 Penalty: 751.539978
	Iteration 14Q: 3 clusters Score -219599.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -219604.562500 Penalty: 751.539978
	Iteration 15Q: 3 clusters Score -219604.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -219608.109375 Penalty: 751.539978
	Iteration 16Q: 3 clusters Score -219608.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -219611.781250 Penalty: 751.539978
	Iteration 17Q: 3 clusters Score -219611.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -219613.484375 Penalty: 751.539978
	Iteration 18Q: 3 clusters Score -219613.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -219615.437500 Penalty: 751.539978
	Iteration 19Q: 3 clusters Score -219615.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -219617.328125 Penalty: 751.539978
	Iteration 20F: 3 clusters Score -219617.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -219618.750000 Penalty: 751.539978
	Iteration 21Q: 3 clusters Score -219618.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -219619.093750 Penalty: 751.539978
	Iteration 22Q: 3 clusters Score -219619.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -219619.609375 Penalty: 751.539978
	Iteration 23Q: 3 clusters Score -219619.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -219620.250000 Penalty: 751.539978
	Iteration 24Q: 3 clusters Score -219620.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -219620.265625 Penalty: 751.539978
	Iteration 25Q: 3 clusters Score -219620.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -219620.468750 Penalty: 751.539978
	Iteration 26Q: 3 clusters Score -219620.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -219620.515625 Penalty: 751.539978
	Iteration 27Q: 3 clusters Score -219620.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -219620.609375 Penalty: 751.539978
	Iteration 28Q: 3 clusters Score -219620.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -219620.937500 Penalty: 751.539978
	Iteration 29Q: 3 clusters Score -219620.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -219620.937500 Penalty: 751.539978
	Iteration 30F: 3 clusters Score -219620.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -13304.403320 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -13304.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12981.324219 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -12981.32 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13048.332031 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -13048.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13065.363281 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -13065.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13073.904297 Penalty: 491.232819
	Iteration 3Q: 3 clusters Score -13073.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13076.479492 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -13076.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13080.254883 Penalty: 491.232819
	Iteration 5Q: 3 clusters Score -13080.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13080.560547 Penalty: 491.232819
	Iteration 6Q: 3 clusters Score -13080.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13080.560547 Penalty: 491.232819
	Iteration 7F: 3 clusters Score -13080.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Entering Unmasked Estep 
Score: -1153095.750000 Penalty: 447.046692
	Iteration 0F: 2 clusters Score -1153096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1140624.125000 Penalty: 894.093384
	Iteration 0F: 3 clusters Score -1140624 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1145655.125000 Penalty: 894.093384
	Iteration 1F: 3 clusters Score -1145655 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1145962.500000 Penalty: 894.093384
	Iteration 2Q: 3 clusters Score -1145962 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1146350.625000 Penalty: 894.093384
	Iteration 3F: 3 clusters Score -1146351 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1146833.625000 Penalty: 894.093384
	Iteration 4F: 3 clusters Score -1146834 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1147435.875000 Penalty: 894.093384
	Iteration 5F: 3 clusters Score -1147436 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1148211.625000 Penalty: 894.093384
	Iteration 6F: 3 clusters Score -1148212 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1148901.375000 Penalty: 894.093384
	Iteration 7F: 3 clusters Score -1148901 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1149418.875000 Penalty: 894.093384
	Iteration 8F: 3 clusters Score -1149419 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1149708.125000 Penalty: 894.093384
	Iteration 9Q: 3 clusters Score -1149708 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1149870.500000 Penalty: 894.093384
	Iteration 10Q: 3 clusters Score -1149870 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1149940.875000 Penalty: 894.093384
	Iteration 11Q: 3 clusters Score -1149941 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1149973.375000 Penalty: 894.093384
	Iteration 12Q: 3 clusters Score -1149973 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1149997.250000 Penalty: 894.093384
	Iteration 13Q: 3 clusters Score -1149997 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1150018.375000 Penalty: 894.093384
	Iteration 14Q: 3 clusters Score -1150018 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1150041.375000 Penalty: 894.093384
	Iteration 15Q: 3 clusters Score -1150041 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1150063.375000 Penalty: 894.093384
	Iteration 16Q: 3 clusters Score -1150063 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1150089.500000 Penalty: 894.093384
	Iteration 17Q: 3 clusters Score -1150090 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1150126.625000 Penalty: 894.093384
	Iteration 18Q: 3 clusters Score -1150127 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1150159.875000 Penalty: 894.093384
	Iteration 19Q: 3 clusters Score -1150160 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1150189.875000 Penalty: 894.093384
	Iteration 20F: 3 clusters Score -1150190 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1150214.500000 Penalty: 894.093384
	Iteration 21Q: 3 clusters Score -1150214 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1150240.625000 Penalty: 894.093384
	Iteration 22Q: 3 clusters Score -1150241 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1150262.250000 Penalty: 894.093384
	Iteration 23Q: 3 clusters Score -1150262 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1150276.625000 Penalty: 894.093384
	Iteration 24Q: 3 clusters Score -1150277 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1150294.000000 Penalty: 894.093384
	Iteration 25Q: 3 clusters Score -1150294 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1150308.125000 Penalty: 894.093384
	Iteration 26Q: 3 clusters Score -1150308 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1150326.000000 Penalty: 894.093384
	Iteration 27Q: 3 clusters Score -1150326 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1150345.375000 Penalty: 894.093384
	Iteration 28Q: 3 clusters Score -1150345 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1150359.250000 Penalty: 894.093384
	Iteration 29Q: 3 clusters Score -1150359 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1150381.250000 Penalty: 894.093384
	Iteration 30Q: 3 clusters Score -1150381 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1150401.125000 Penalty: 894.093384
	Iteration 31Q: 3 clusters Score -1150401 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1150426.875000 Penalty: 894.093384
	Iteration 32Q: 3 clusters Score -1150427 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1150450.625000 Penalty: 894.093384
	Iteration 33Q: 3 clusters Score -1150451 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1150484.250000 Penalty: 894.093384
	Iteration 34Q: 3 clusters Score -1150484 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1150516.375000 Penalty: 894.093384
	Iteration 35Q: 3 clusters Score -1150516 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1150557.375000 Penalty: 894.093384
	Iteration 36Q: 3 clusters Score -1150557 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1150598.375000 Penalty: 894.093384
	Iteration 37Q: 3 clusters Score -1150598 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1150650.750000 Penalty: 894.093384
	Iteration 38Q: 3 clusters Score -1150651 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1150728.125000 Penalty: 894.093384
	Iteration 39Q: 3 clusters Score -1150728 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1150803.250000 Penalty: 894.093384
	Iteration 40F: 3 clusters Score -1150803 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1150890.750000 Penalty: 894.093384
	Iteration 41Q: 3 clusters Score -1150891 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1150987.125000 Penalty: 894.093384
	Iteration 42Q: 3 clusters Score -1150987 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1151099.500000 Penalty: 894.093384
	Iteration 43Q: 3 clusters Score -1151100 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1151223.125000 Penalty: 894.093384
	Iteration 44Q: 3 clusters Score -1151223 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1151348.625000 Penalty: 894.093384
	Iteration 45Q: 3 clusters Score -1151349 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1151474.000000 Penalty: 894.093384
	Iteration 46Q: 3 clusters Score -1151474 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1151581.875000 Penalty: 894.093384
	Iteration 47Q: 3 clusters Score -1151582 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1151686.875000 Penalty: 894.093384
	Iteration 48Q: 3 clusters Score -1151687 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1151786.375000 Penalty: 894.093384
	Iteration 49Q: 3 clusters Score -1151786 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1151850.250000 Penalty: 894.093384
	Iteration 50Q: 3 clusters Score -1151850 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -1151896.250000 Penalty: 894.093384
	Iteration 51Q: 3 clusters Score -1151896 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1151952.750000 Penalty: 894.093384
	Iteration 52Q: 3 clusters Score -1151953 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1151993.000000 Penalty: 894.093384
	Iteration 53Q: 3 clusters Score -1151993 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1152032.750000 Penalty: 894.093384
	Iteration 54Q: 3 clusters Score -1152033 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1152071.625000 Penalty: 894.093384
	Iteration 55Q: 3 clusters Score -1152072 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1152105.875000 Penalty: 894.093384
	Iteration 56Q: 3 clusters Score -1152106 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1152132.125000 Penalty: 894.093384
	Iteration 57Q: 3 clusters Score -1152132 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1152156.500000 Penalty: 894.093384
	Iteration 58Q: 3 clusters Score -1152156 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1152166.875000 Penalty: 894.093384
	Iteration 59Q: 3 clusters Score -1152167 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1152194.500000 Penalty: 894.093384
	Iteration 60F: 3 clusters Score -1152194 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1152210.250000 Penalty: 894.093384
	Iteration 61Q: 3 clusters Score -1152210 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1152218.875000 Penalty: 894.093384
	Iteration 62Q: 3 clusters Score -1152219 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1152228.000000 Penalty: 894.093384
	Iteration 63Q: 3 clusters Score -1152228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1152237.375000 Penalty: 894.093384
	Iteration 64Q: 3 clusters Score -1152237 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -1152248.750000 Penalty: 894.093384
	Iteration 65Q: 3 clusters Score -1152249 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1152267.875000 Penalty: 894.093384
	Iteration 66Q: 3 clusters Score -1152268 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1152278.125000 Penalty: 894.093384
	Iteration 67Q: 3 clusters Score -1152278 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1152291.750000 Penalty: 894.093384
	Iteration 68Q: 3 clusters Score -1152292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1152298.000000 Penalty: 894.093384
	Iteration 69Q: 3 clusters Score -1152298 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1152311.000000 Penalty: 894.093384
	Iteration 70Q: 3 clusters Score -1152311 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1152327.500000 Penalty: 894.093384
	Iteration 71Q: 3 clusters Score -1152328 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1152338.750000 Penalty: 894.093384
	Iteration 72Q: 3 clusters Score -1152339 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1152354.250000 Penalty: 894.093384
	Iteration 73Q: 3 clusters Score -1152354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1152368.500000 Penalty: 894.093384
	Iteration 74Q: 3 clusters Score -1152368 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1152384.250000 Penalty: 894.093384
	Iteration 75Q: 3 clusters Score -1152384 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1152400.875000 Penalty: 894.093384
	Iteration 76Q: 3 clusters Score -1152401 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1152417.625000 Penalty: 894.093384
	Iteration 77Q: 3 clusters Score -1152418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -1152427.750000 Penalty: 894.093384
	Iteration 78Q: 3 clusters Score -1152428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -1152442.375000 Penalty: 894.093384
	Iteration 79Q: 3 clusters Score -1152442 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -1152456.500000 Penalty: 894.093384
	Iteration 80F: 3 clusters Score -1152456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1152466.875000 Penalty: 894.093384
	Iteration 81Q: 3 clusters Score -1152467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -1152479.875000 Penalty: 894.093384
	Iteration 82Q: 3 clusters Score -1152480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -1152487.125000 Penalty: 894.093384
	Iteration 83Q: 3 clusters Score -1152487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -1152496.125000 Penalty: 894.093384
	Iteration 84Q: 3 clusters Score -1152496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -1152503.750000 Penalty: 894.093384
	Iteration 85Q: 3 clusters Score -1152504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1152512.750000 Penalty: 894.093384
	Iteration 86Q: 3 clusters Score -1152513 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -1152525.375000 Penalty: 894.093384
	Iteration 87Q: 3 clusters Score -1152525 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -1152537.875000 Penalty: 894.093384
	Iteration 88Q: 3 clusters Score -1152538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -1152549.375000 Penalty: 894.093384
	Iteration 89Q: 3 clusters Score -1152549 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1152554.375000 Penalty: 894.093384
	Iteration 90Q: 3 clusters Score -1152554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1152560.375000 Penalty: 894.093384
	Iteration 91Q: 3 clusters Score -1152560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1152566.375000 Penalty: 894.093384
	Iteration 92Q: 3 clusters Score -1152566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -1152578.750000 Penalty: 894.093384
	Iteration 93Q: 3 clusters Score -1152579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -1152586.000000 Penalty: 894.093384
	Iteration 94Q: 3 clusters Score -1152586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -1152596.125000 Penalty: 894.093384
	Iteration 95Q: 3 clusters Score -1152596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -1152601.125000 Penalty: 894.093384
	Iteration 96Q: 3 clusters Score -1152601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -1152611.875000 Penalty: 894.093384
	Iteration 97Q: 3 clusters Score -1152612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -1152621.125000 Penalty: 894.093384
	Iteration 98Q: 3 clusters Score -1152621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -1152628.000000 Penalty: 894.093384
	Iteration 99Q: 3 clusters Score -1152628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -1152633.000000 Penalty: 894.093384
	Iteration 100F: 3 clusters Score -1152633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -1152644.000000 Penalty: 894.093384
	Iteration 101Q: 3 clusters Score -1152644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -1152649.875000 Penalty: 894.093384
	Iteration 102Q: 3 clusters Score -1152650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -1152653.625000 Penalty: 894.093384
	Iteration 103Q: 3 clusters Score -1152654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1152656.625000 Penalty: 894.093384
	Iteration 104Q: 3 clusters Score -1152657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -1152660.000000 Penalty: 894.093384
	Iteration 105Q: 3 clusters Score -1152660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -1152663.625000 Penalty: 894.093384
	Iteration 106Q: 3 clusters Score -1152664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1152673.000000 Penalty: 894.093384
	Iteration 107Q: 3 clusters Score -1152673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1152679.875000 Penalty: 894.093384
	Iteration 108Q: 3 clusters Score -1152680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -1152684.500000 Penalty: 894.093384
	Iteration 109Q: 3 clusters Score -1152684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -1152686.750000 Penalty: 894.093384
	Iteration 110Q: 3 clusters Score -1152687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1152690.125000 Penalty: 894.093384
	Iteration 111Q: 3 clusters Score -1152690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -1152693.625000 Penalty: 894.093384
	Iteration 112Q: 3 clusters Score -1152694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -1152696.375000 Penalty: 894.093384
	Iteration 113Q: 3 clusters Score -1152696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -1152698.375000 Penalty: 894.093384
	Iteration 114Q: 3 clusters Score -1152698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -1152702.375000 Penalty: 894.093384
	Iteration 115Q: 3 clusters Score -1152702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -1152704.250000 Penalty: 894.093384
	Iteration 116Q: 3 clusters Score -1152704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -1152705.250000 Penalty: 894.093384
	Iteration 117Q: 3 clusters Score -1152705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -1152705.875000 Penalty: 894.093384
	Iteration 118Q: 3 clusters Score -1152706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -1152707.250000 Penalty: 894.093384
	Iteration 119Q: 3 clusters Score -1152707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -1152707.250000 Penalty: 894.093384
	Iteration 120F: 3 clusters Score -1152707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -1152708.250000 Penalty: 894.093384
	Iteration 121Q: 3 clusters Score -1152708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -1152707.625000 Penalty: 894.093384
	Iteration 122Q: 3 clusters Score -1152708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -1152707.625000 Penalty: 894.093384
	Iteration 123F: 3 clusters Score -1152708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Entering Unmasked Estep 
Score: -2470630.000000 Penalty: 479.660736
	Iteration 0F: 2 clusters Score -2470630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2445111.750000 Penalty: 959.321472
	Iteration 0F: 3 clusters Score -2445112 nChanged 18294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2456305.750000 Penalty: 959.321472
	Iteration 1F: 3 clusters Score -2456306 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -2456817.250000 Penalty: 959.321472
	Iteration 2Q: 3 clusters Score -2456817 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -2457508.000000 Penalty: 959.321472
	Iteration 3Q: 3 clusters Score -2457508 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -2458640.750000 Penalty: 959.321472
	Iteration 4F: 3 clusters Score -2458641 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -2460374.750000 Penalty: 959.321472
	Iteration 5F: 3 clusters Score -2460375 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -2462697.500000 Penalty: 959.321472
	Iteration 6F: 3 clusters Score -2462698 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -2465349.500000 Penalty: 959.321472
	Iteration 7F: 3 clusters Score -2465350 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -2467354.750000 Penalty: 959.321472
	Iteration 8F: 3 clusters Score -2467355 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -2468557.500000 Penalty: 959.321472
	Iteration 9Q: 3 clusters Score -2468558 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -2469286.000000 Penalty: 959.321472
	Iteration 10Q: 3 clusters Score -2469286 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -2469683.500000 Penalty: 959.321472
	Iteration 11Q: 3 clusters Score -2469684 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -2469898.500000 Penalty: 959.321472
	Iteration 12Q: 3 clusters Score -2469898 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -2470027.500000 Penalty: 959.321472
	Iteration 13Q: 3 clusters Score -2470028 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -2470100.000000 Penalty: 959.321472
	Iteration 14Q: 3 clusters Score -2470100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -2470131.500000 Penalty: 959.321472
	Iteration 15Q: 3 clusters Score -2470132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -2470159.750000 Penalty: 959.321472
	Iteration 16Q: 3 clusters Score -2470160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -2470176.250000 Penalty: 959.321472
	Iteration 17Q: 3 clusters Score -2470176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -2470187.250000 Penalty: 959.321472
	Iteration 18Q: 3 clusters Score -2470187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -2470195.000000 Penalty: 959.321472
	Iteration 19Q: 3 clusters Score -2470195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -2470203.000000 Penalty: 959.321472
	Iteration 20F: 3 clusters Score -2470203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -2470208.250000 Penalty: 959.321472
	Iteration 21Q: 3 clusters Score -2470208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -2470211.750000 Penalty: 959.321472
	Iteration 22Q: 3 clusters Score -2470212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -2470211.750000 Penalty: 959.321472
	Iteration 23Q: 3 clusters Score -2470212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -2470212.750000 Penalty: 959.321472
	Iteration 24Q: 3 clusters Score -2470213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -2470212.750000 Penalty: 959.321472
	Iteration 25F: 3 clusters Score -2470213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Entering Unmasked Estep 
Score: -2540360.250000 Penalty: 484.382019
	Iteration 0F: 2 clusters Score -2540360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2511953.750000 Penalty: 968.764038
	Iteration 0F: 3 clusters Score -2511954 nChanged 20358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2523671.500000 Penalty: 968.764038
	Iteration 1F: 3 clusters Score -2523672 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2523845.500000 Penalty: 968.764038
	Iteration 2Q: 3 clusters Score -2523846 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2524026.750000 Penalty: 968.764038
	Iteration 3Q: 3 clusters Score -2524027 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2524202.250000 Penalty: 968.764038
	Iteration 4Q: 3 clusters Score -2524202 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2524392.250000 Penalty: 968.764038
	Iteration 5Q: 3 clusters Score -2524392 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2524609.000000 Penalty: 968.764038
	Iteration 6Q: 3 clusters Score -2524609 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2524854.250000 Penalty: 968.764038
	Iteration 7Q: 3 clusters Score -2524854 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2525203.250000 Penalty: 968.764038
	Iteration 8Q: 3 clusters Score -2525203 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2525629.000000 Penalty: 968.764038
	Iteration 9Q: 3 clusters Score -2525629 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2526237.750000 Penalty: 968.764038
	Iteration 10Q: 3 clusters Score -2526238 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2527189.500000 Penalty: 968.764038
	Iteration 11Q: 3 clusters Score -2527190 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2528528.750000 Penalty: 968.764038
	Iteration 12F: 3 clusters Score -2528529 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2530276.000000 Penalty: 968.764038
	Iteration 13F: 3 clusters Score -2530276 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2531974.250000 Penalty: 968.764038
	Iteration 14F: 3 clusters Score -2531974 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2533042.750000 Penalty: 968.764038
	Iteration 15Q: 3 clusters Score -2533043 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2533549.250000 Penalty: 968.764038
	Iteration 16Q: 3 clusters Score -2533549 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2533827.250000 Penalty: 968.764038
	Iteration 17Q: 3 clusters Score -2533827 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2534058.000000 Penalty: 968.764038
	Iteration 18Q: 3 clusters Score -2534058 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2534300.000000 Penalty: 968.764038
	Iteration 19Q: 3 clusters Score -2534300 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2534593.500000 Penalty: 968.764038
	Iteration 20F: 3 clusters Score -2534594 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2534896.250000 Penalty: 968.764038
	Iteration 21Q: 3 clusters Score -2534896 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2535235.750000 Penalty: 968.764038
	Iteration 22Q: 3 clusters Score -2535236 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2535606.500000 Penalty: 968.764038
	Iteration 23Q: 3 clusters Score -2535606 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2535966.500000 Penalty: 968.764038
	Iteration 24Q: 3 clusters Score -2535966 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2536300.500000 Penalty: 968.764038
	Iteration 25Q: 3 clusters Score -2536300 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2536602.500000 Penalty: 968.764038
	Iteration 26Q: 3 clusters Score -2536602 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2536896.500000 Penalty: 968.764038
	Iteration 27Q: 3 clusters Score -2536896 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2537105.000000 Penalty: 968.764038
	Iteration 28Q: 3 clusters Score -2537105 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2537272.000000 Penalty: 968.764038
	Iteration 29Q: 3 clusters Score -2537272 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2537435.000000 Penalty: 968.764038
	Iteration 30Q: 3 clusters Score -2537435 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2537519.250000 Penalty: 968.764038
	Iteration 31Q: 3 clusters Score -2537519 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2537584.750000 Penalty: 968.764038
	Iteration 32Q: 3 clusters Score -2537585 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2537630.250000 Penalty: 968.764038
	Iteration 33Q: 3 clusters Score -2537630 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2537669.750000 Penalty: 968.764038
	Iteration 34Q: 3 clusters Score -2537670 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2537706.250000 Penalty: 968.764038
	Iteration 35Q: 3 clusters Score -2537706 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2537722.000000 Penalty: 968.764038
	Iteration 36Q: 3 clusters Score -2537722 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2537742.500000 Penalty: 968.764038
	Iteration 37Q: 3 clusters Score -2537742 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2537750.750000 Penalty: 968.764038
	Iteration 38Q: 3 clusters Score -2537751 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2537768.000000 Penalty: 968.764038
	Iteration 39Q: 3 clusters Score -2537768 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2537804.750000 Penalty: 968.764038
	Iteration 40F: 3 clusters Score -2537805 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2537818.250000 Penalty: 968.764038
	Iteration 41Q: 3 clusters Score -2537818 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2537833.000000 Penalty: 968.764038
	Iteration 42Q: 3 clusters Score -2537833 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2537841.250000 Penalty: 968.764038
	Iteration 43Q: 3 clusters Score -2537841 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2537850.250000 Penalty: 968.764038
	Iteration 44Q: 3 clusters Score -2537850 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2537862.500000 Penalty: 968.764038
	Iteration 45Q: 3 clusters Score -2537862 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2537872.250000 Penalty: 968.764038
	Iteration 46Q: 3 clusters Score -2537872 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2537878.000000 Penalty: 968.764038
	Iteration 47Q: 3 clusters Score -2537878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2537872.250000 Penalty: 968.764038
	Iteration 48Q: 3 clusters Score -2537872 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2537868.500000 Penalty: 968.764038
	Iteration 49Q: 3 clusters Score -2537868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2537868.750000 Penalty: 968.764038
	Iteration 50Q: 3 clusters Score -2537869 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2537868.500000 Penalty: 968.764038
	Iteration 51Q: 3 clusters Score -2537868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2537875.750000 Penalty: 968.764038
	Iteration 52Q: 3 clusters Score -2537876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2537882.500000 Penalty: 968.764038
	Iteration 53Q: 3 clusters Score -2537882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2537885.000000 Penalty: 968.764038
	Iteration 54Q: 3 clusters Score -2537885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2537880.000000 Penalty: 968.764038
	Iteration 55Q: 3 clusters Score -2537880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2537876.500000 Penalty: 968.764038
	Iteration 56Q: 3 clusters Score -2537876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2537880.750000 Penalty: 968.764038
	Iteration 57Q: 3 clusters Score -2537881 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2537883.250000 Penalty: 968.764038
	Iteration 58Q: 3 clusters Score -2537883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2537878.250000 Penalty: 968.764038
	Iteration 59Q: 3 clusters Score -2537878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2537877.000000 Penalty: 968.764038
	Iteration 60F: 3 clusters Score -2537877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2537880.500000 Penalty: 968.764038
	Iteration 61Q: 3 clusters Score -2537880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2537879.250000 Penalty: 968.764038
	Iteration 62Q: 3 clusters Score -2537879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2537886.000000 Penalty: 968.764038
	Iteration 63Q: 3 clusters Score -2537886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2537887.750000 Penalty: 968.764038
	Iteration 64Q: 3 clusters Score -2537888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2537889.000000 Penalty: 968.764038
	Iteration 65Q: 3 clusters Score -2537889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2537889.250000 Penalty: 968.764038
	Iteration 66Q: 3 clusters Score -2537889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2537890.000000 Penalty: 968.764038
	Iteration 67Q: 3 clusters Score -2537890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2537888.750000 Penalty: 968.764038
	Iteration 68Q: 3 clusters Score -2537889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2537884.750000 Penalty: 968.764038
	Iteration 69Q: 3 clusters Score -2537885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2537886.250000 Penalty: 968.764038
	Iteration 70Q: 3 clusters Score -2537886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2537884.750000 Penalty: 968.764038
	Iteration 71Q: 3 clusters Score -2537885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2537886.750000 Penalty: 968.764038
	Iteration 72Q: 3 clusters Score -2537887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2537892.000000 Penalty: 968.764038
	Iteration 73Q: 3 clusters Score -2537892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2537895.250000 Penalty: 968.764038
	Iteration 74Q: 3 clusters Score -2537895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2537895.250000 Penalty: 968.764038
	Iteration 75Q: 3 clusters Score -2537895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2537894.750000 Penalty: 968.764038
	Iteration 76Q: 3 clusters Score -2537895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2537894.750000 Penalty: 968.764038
	Iteration 77Q: 3 clusters Score -2537895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2537894.750000 Penalty: 968.764038
	Iteration 78Q: 3 clusters Score -2537895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2537900.250000 Penalty: 968.764038
	Iteration 79Q: 3 clusters Score -2537900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2537900.750000 Penalty: 968.764038
	Iteration 80F: 3 clusters Score -2537901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2537899.750000 Penalty: 968.764038
	Iteration 81Q: 3 clusters Score -2537900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2537901.000000 Penalty: 968.764038
	Iteration 82Q: 3 clusters Score -2537901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2537901.000000 Penalty: 968.764038
	Iteration 83Q: 3 clusters Score -2537901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2537899.000000 Penalty: 968.764038
	Iteration 84Q: 3 clusters Score -2537899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2537897.250000 Penalty: 968.764038
	Iteration 85Q: 3 clusters Score -2537897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2537895.250000 Penalty: 968.764038
	Iteration 86Q: 3 clusters Score -2537895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2537895.750000 Penalty: 968.764038
	Iteration 87Q: 3 clusters Score -2537896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2537895.000000 Penalty: 968.764038
	Iteration 88Q: 3 clusters Score -2537895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2537894.750000 Penalty: 968.764038
	Iteration 89Q: 3 clusters Score -2537895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2537896.750000 Penalty: 968.764038
	Iteration 90Q: 3 clusters Score -2537897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2537898.250000 Penalty: 968.764038
	Iteration 91Q: 3 clusters Score -2537898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2537897.250000 Penalty: 968.764038
	Iteration 92Q: 3 clusters Score -2537897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2537897.250000 Penalty: 968.764038
	Iteration 93Q: 3 clusters Score -2537897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2537898.000000 Penalty: 968.764038
	Iteration 94Q: 3 clusters Score -2537898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2537897.250000 Penalty: 968.764038
	Iteration 95Q: 3 clusters Score -2537897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2537897.000000 Penalty: 968.764038
	Iteration 96Q: 3 clusters Score -2537897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2537897.000000 Penalty: 968.764038
	Iteration 97Q: 3 clusters Score -2537897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2537897.000000 Penalty: 968.764038
	Iteration 98F: 3 clusters Score -2537897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -4514.493164 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -4514.493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4347.644531 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -4347.645 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4475.278809 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -4475.279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -4500.995117 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -4500.995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4511.544434 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -4511.544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -4520.226562 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -4520.227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4533.260254 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -4533.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4537.044922 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -4537.045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -4538.492676 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -4538.493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -4538.492676 Penalty: 447.051605
	Iteration 8F: 3 clusters Score -4538.493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70809 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18494 members 
Mstep: Class 10 contains 37873 members 
Mstep: Class 11 contains 101 members 
Mstep: Class 13 contains 42014 members 
Mstep: Class 15 contains 35 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 1206 members 
Mstep: Class 18 contains 55965 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 82148 members 
Mstep: Class 21 contains 915 members 
Mstep: Class 22 contains 77271 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17959 members 
Mstep: Class 27 contains 3003 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 110031 members 
Mstep: Class 30 contains 6630 members 
Mstep: Class 31 contains 6637 members 
Mstep: Class 32 contains 1240 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18606 members 
Entering Unmasked Estep 
Score: -35836052.000000 Penalty: 19322.265625
Splitting cluster 15 changes total score from -35836752.000000 to -35836052.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (20388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Entering Unmasked Estep 
Score: -1289023.500000 Penalty: 451.482941
	Iteration 0F: 2 clusters Score -1289024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1275405.125000 Penalty: 902.965881
	Iteration 0F: 3 clusters Score -1275405 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1281485.875000 Penalty: 902.965881
	Iteration 1F: 3 clusters Score -1281486 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1282392.000000 Penalty: 902.965881
	Iteration 2F: 3 clusters Score -1282392 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1283628.125000 Penalty: 902.965881
	Iteration 3F: 3 clusters Score -1283628 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1284921.000000 Penalty: 902.965881
	Iteration 4F: 3 clusters Score -1284921 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -1286008.000000 Penalty: 902.965881
	Iteration 5F: 3 clusters Score -1286008 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -1286713.125000 Penalty: 902.965881
	Iteration 6Q: 3 clusters Score -1286713 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -1287219.625000 Penalty: 902.965881
	Iteration 7Q: 3 clusters Score -1287220 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -1287622.250000 Penalty: 902.965881
	Iteration 8Q: 3 clusters Score -1287622 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -1287921.875000 Penalty: 902.965881
	Iteration 9Q: 3 clusters Score -1287922 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -1288123.375000 Penalty: 902.965881
	Iteration 10Q: 3 clusters Score -1288123 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -1288221.625000 Penalty: 902.965881
	Iteration 11Q: 3 clusters Score -1288222 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -1288299.500000 Penalty: 902.965881
	Iteration 12Q: 3 clusters Score -1288300 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -1288350.000000 Penalty: 902.965881
	Iteration 13Q: 3 clusters Score -1288350 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -1288384.750000 Penalty: 902.965881
	Iteration 14Q: 3 clusters Score -1288385 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -1288421.750000 Penalty: 902.965881
	Iteration 15Q: 3 clusters Score -1288422 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -1288440.125000 Penalty: 902.965881
	Iteration 16Q: 3 clusters Score -1288440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -1288455.375000 Penalty: 902.965881
	Iteration 17Q: 3 clusters Score -1288455 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -1288472.750000 Penalty: 902.965881
	Iteration 18Q: 3 clusters Score -1288473 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -1288489.375000 Penalty: 902.965881
	Iteration 19Q: 3 clusters Score -1288489 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -1288504.125000 Penalty: 902.965881
	Iteration 20F: 3 clusters Score -1288504 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -1288519.625000 Penalty: 902.965881
	Iteration 21Q: 3 clusters Score -1288520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -1288533.000000 Penalty: 902.965881
	Iteration 22Q: 3 clusters Score -1288533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -1288542.750000 Penalty: 902.965881
	Iteration 23Q: 3 clusters Score -1288543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -1288554.750000 Penalty: 902.965881
	Iteration 24Q: 3 clusters Score -1288555 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -1288568.875000 Penalty: 902.965881
	Iteration 25Q: 3 clusters Score -1288569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -1288574.875000 Penalty: 902.965881
	Iteration 26Q: 3 clusters Score -1288575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -1288579.250000 Penalty: 902.965881
	Iteration 27Q: 3 clusters Score -1288579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -1288584.625000 Penalty: 902.965881
	Iteration 28Q: 3 clusters Score -1288585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -1288589.000000 Penalty: 902.965881
	Iteration 29Q: 3 clusters Score -1288589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -1288592.750000 Penalty: 902.965881
	Iteration 30Q: 3 clusters Score -1288593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -1288600.000000 Penalty: 902.965881
	Iteration 31Q: 3 clusters Score -1288600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -1288602.375000 Penalty: 902.965881
	Iteration 32Q: 3 clusters Score -1288602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -1288604.750000 Penalty: 902.965881
	Iteration 33Q: 3 clusters Score -1288605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -1288608.000000 Penalty: 902.965881
	Iteration 34Q: 3 clusters Score -1288608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -1288612.875000 Penalty: 902.965881
	Iteration 35Q: 3 clusters Score -1288613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -1288614.875000 Penalty: 902.965881
	Iteration 36Q: 3 clusters Score -1288615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -1288618.375000 Penalty: 902.965881
	Iteration 37Q: 3 clusters Score -1288618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -1288621.125000 Penalty: 902.965881
	Iteration 38Q: 3 clusters Score -1288621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -1288620.750000 Penalty: 902.965881
	Iteration 39Q: 3 clusters Score -1288621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -1288622.250000 Penalty: 902.965881
	Iteration 40F: 3 clusters Score -1288622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -1288625.750000 Penalty: 902.965881
	Iteration 41Q: 3 clusters Score -1288626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -1288626.500000 Penalty: 902.965881
	Iteration 42Q: 3 clusters Score -1288626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -1288627.125000 Penalty: 902.965881
	Iteration 43Q: 3 clusters Score -1288627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -1288627.125000 Penalty: 902.965881
	Iteration 44F: 3 clusters Score -1288627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Entering Unmasked Estep 
Score: -72267.164062 Penalty: 322.825409
	Iteration 0F: 2 clusters Score -72267.16 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 606 members 
Entering Unmasked Estep 
Score: -71328.718750 Penalty: 645.650818
	Iteration 0F: 3 clusters Score -71328.72 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -71629.343750 Penalty: 645.650818
	Iteration 1F: 3 clusters Score -71629.34 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -71715.210938 Penalty: 645.650818
	Iteration 2F: 3 clusters Score -71715.21 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -71807.867188 Penalty: 645.650818
	Iteration 3F: 3 clusters Score -71807.87 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -71896.359375 Penalty: 645.650818
	Iteration 4F: 3 clusters Score -71896.36 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -71996.398438 Penalty: 645.650818
	Iteration 5F: 3 clusters Score -71996.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -72079.406250 Penalty: 645.650818
	Iteration 6F: 3 clusters Score -72079.41 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -72135.062500 Penalty: 645.650818
	Iteration 7Q: 3 clusters Score -72135.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -72161.953125 Penalty: 645.650818
	Iteration 8Q: 3 clusters Score -72161.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -72170.937500 Penalty: 645.650818
	Iteration 9Q: 3 clusters Score -72170.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -72174.914062 Penalty: 645.650818
	Iteration 10Q: 3 clusters Score -72174.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -72178.226562 Penalty: 645.650818
	Iteration 11Q: 3 clusters Score -72178.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -72180.242188 Penalty: 645.650818
	Iteration 12Q: 3 clusters Score -72180.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -72180.242188 Penalty: 645.650818
	Iteration 13F: 3 clusters Score -72180.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Entering Unmasked Estep 
Score: -3703890.250000 Penalty: 497.427917
	Iteration 0F: 2 clusters Score -3703890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -3667497.750000 Penalty: 994.855835
	Iteration 0F: 3 clusters Score -3667498 nChanged 26949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -3684140.250000 Penalty: 994.855835
	Iteration 1F: 3 clusters Score -3684140 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -3685030.500000 Penalty: 994.855835
	Iteration 2Q: 3 clusters Score -3685030 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -3686244.750000 Penalty: 994.855835
	Iteration 3F: 3 clusters Score -3686245 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -3688006.750000 Penalty: 994.855835
	Iteration 4F: 3 clusters Score -3688007 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -3690478.250000 Penalty: 994.855835
	Iteration 5F: 3 clusters Score -3690478 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -3693802.000000 Penalty: 994.855835
	Iteration 6F: 3 clusters Score -3693802 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -3697841.500000 Penalty: 994.855835
	Iteration 7F: 3 clusters Score -3697842 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 53329 members 
Entering Unmasked Estep 
Score: -3701048.500000 Penalty: 994.855835
	Iteration 8F: 3 clusters Score -3701048 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -3702745.750000 Penalty: 994.855835
	Iteration 9Q: 3 clusters Score -3702746 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -3703267.250000 Penalty: 994.855835
	Iteration 10Q: 3 clusters Score -3703267 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -3703394.000000 Penalty: 994.855835
	Iteration 11Q: 3 clusters Score -3703394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -3703423.000000 Penalty: 994.855835
	Iteration 12Q: 3 clusters Score -3703423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -3703446.750000 Penalty: 994.855835
	Iteration 13Q: 3 clusters Score -3703447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -3703456.500000 Penalty: 994.855835
	Iteration 14Q: 3 clusters Score -3703456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 55909 members 
Entering Unmasked Estep 
Score: -3703452.750000 Penalty: 994.855835
	Iteration 15Q: 3 clusters Score -3703453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 55909 members 
Entering Unmasked Estep 
Score: -3703452.750000 Penalty: 994.855835
	Iteration 16Q: 3 clusters Score -3703453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -3703457.750000 Penalty: 994.855835
	Iteration 17Q: 3 clusters Score -3703458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -3703467.250000 Penalty: 994.855835
	Iteration 18Q: 3 clusters Score -3703467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 55911 members 
Entering Unmasked Estep 
Score: -3703471.500000 Penalty: 994.855835
	Iteration 19Q: 3 clusters Score -3703472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -3703474.500000 Penalty: 994.855835
	Iteration 20F: 3 clusters Score -3703474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -3703479.500000 Penalty: 994.855835
	Iteration 21Q: 3 clusters Score -3703480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -3703481.500000 Penalty: 994.855835
	Iteration 22Q: 3 clusters Score -3703482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -3703481.500000 Penalty: 994.855835
	Iteration 23F: 3 clusters Score -3703482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -7275.728516 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -7275.729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7073.934082 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -7073.934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7113.439453 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -7113.439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7124.818359 Penalty: 441.534760
	Iteration 2Q: 3 clusters Score -7124.818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7131.550293 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -7131.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7135.765137 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -7135.765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7135.765137 Penalty: 441.534760
	Iteration 5F: 3 clusters Score -7135.765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (82148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82148 members 
Entering Unmasked Estep 
Score: -5424121.000000 Penalty: 514.890625
	Iteration 0F: 2 clusters Score -5424121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -5369186.500000 Penalty: 1029.781250
	Iteration 0F: 3 clusters Score -5369186 nChanged 39988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -5392537.000000 Penalty: 1029.781250
	Iteration 1F: 3 clusters Score -5392537 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -5393034.500000 Penalty: 1029.781250
	Iteration 2Q: 3 clusters Score -5393034 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -5393594.000000 Penalty: 1029.781250
	Iteration 3Q: 3 clusters Score -5393594 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -5394348.500000 Penalty: 1029.781250
	Iteration 4Q: 3 clusters Score -5394348 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -5395473.500000 Penalty: 1029.781250
	Iteration 5Q: 3 clusters Score -5395474 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -5397523.500000 Penalty: 1029.781250
	Iteration 6Q: 3 clusters Score -5397524 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -5401133.000000 Penalty: 1029.781250
	Iteration 7F: 3 clusters Score -5401133 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -5406157.000000 Penalty: 1029.781250
	Iteration 8F: 3 clusters Score -5406157 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -5410395.500000 Penalty: 1029.781250
	Iteration 9F: 3 clusters Score -5410396 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -5412432.000000 Penalty: 1029.781250
	Iteration 10Q: 3 clusters Score -5412432 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -5413833.000000 Penalty: 1029.781250
	Iteration 11Q: 3 clusters Score -5413833 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -5415412.500000 Penalty: 1029.781250
	Iteration 12Q: 3 clusters Score -5415412 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -5417205.500000 Penalty: 1029.781250
	Iteration 13Q: 3 clusters Score -5417206 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -5418897.000000 Penalty: 1029.781250
	Iteration 14Q: 3 clusters Score -5418897 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -5420357.000000 Penalty: 1029.781250
	Iteration 15Q: 3 clusters Score -5420357 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -5421378.000000 Penalty: 1029.781250
	Iteration 16Q: 3 clusters Score -5421378 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -5422118.000000 Penalty: 1029.781250
	Iteration 17Q: 3 clusters Score -5422118 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -5422631.000000 Penalty: 1029.781250
	Iteration 18Q: 3 clusters Score -5422631 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -5422935.000000 Penalty: 1029.781250
	Iteration 19Q: 3 clusters Score -5422935 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -5423099.500000 Penalty: 1029.781250
	Iteration 20F: 3 clusters Score -5423100 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -5423174.500000 Penalty: 1029.781250
	Iteration 21Q: 3 clusters Score -5423174 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -5423211.000000 Penalty: 1029.781250
	Iteration 22Q: 3 clusters Score -5423211 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -5423261.500000 Penalty: 1029.781250
	Iteration 23Q: 3 clusters Score -5423262 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -5423282.500000 Penalty: 1029.781250
	Iteration 24Q: 3 clusters Score -5423282 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -5423287.000000 Penalty: 1029.781250
	Iteration 25Q: 3 clusters Score -5423287 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -5423332.000000 Penalty: 1029.781250
	Iteration 26Q: 3 clusters Score -5423332 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -5423351.000000 Penalty: 1029.781250
	Iteration 27Q: 3 clusters Score -5423351 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -5423365.500000 Penalty: 1029.781250
	Iteration 28Q: 3 clusters Score -5423366 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -5423361.500000 Penalty: 1029.781250
	Iteration 29Q: 3 clusters Score -5423362 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -5423380.000000 Penalty: 1029.781250
	Iteration 30Q: 3 clusters Score -5423380 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -5423383.500000 Penalty: 1029.781250
	Iteration 31Q: 3 clusters Score -5423384 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -5423376.500000 Penalty: 1029.781250
	Iteration 32Q: 3 clusters Score -5423376 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -5423411.000000 Penalty: 1029.781250
	Iteration 33Q: 3 clusters Score -5423411 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -5423407.000000 Penalty: 1029.781250
	Iteration 34Q: 3 clusters Score -5423407 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -5423392.000000 Penalty: 1029.781250
	Iteration 35Q: 3 clusters Score -5423392 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -5423409.000000 Penalty: 1029.781250
	Iteration 36Q: 3 clusters Score -5423409 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -5423417.500000 Penalty: 1029.781250
	Iteration 37Q: 3 clusters Score -5423418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -5423399.500000 Penalty: 1029.781250
	Iteration 38Q: 3 clusters Score -5423400 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -5423386.000000 Penalty: 1029.781250
	Iteration 39Q: 3 clusters Score -5423386 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -5423406.500000 Penalty: 1029.781250
	Iteration 40F: 3 clusters Score -5423406 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -5423398.500000 Penalty: 1029.781250
	Iteration 41Q: 3 clusters Score -5423398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -5423383.500000 Penalty: 1029.781250
	Iteration 42Q: 3 clusters Score -5423384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -5423363.500000 Penalty: 1029.781250
	Iteration 43Q: 3 clusters Score -5423364 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -5423361.500000 Penalty: 1029.781250
	Iteration 44Q: 3 clusters Score -5423362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -5423363.000000 Penalty: 1029.781250
	Iteration 45Q: 3 clusters Score -5423363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 52122 members 
Entering Unmasked Estep 
Score: -5423358.500000 Penalty: 1029.781250
	Iteration 46Q: 3 clusters Score -5423358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -5423360.000000 Penalty: 1029.781250
	Iteration 47Q: 3 clusters Score -5423360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 52181 members 
Entering Unmasked Estep 
Score: -5423359.000000 Penalty: 1029.781250
	Iteration 48Q: 3 clusters Score -5423359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 52214 members 
Entering Unmasked Estep 
Score: -5423343.500000 Penalty: 1029.781250
	Iteration 49Q: 3 clusters Score -5423344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -5423339.500000 Penalty: 1029.781250
	Iteration 50Q: 3 clusters Score -5423340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -5423336.500000 Penalty: 1029.781250
	Iteration 51Q: 3 clusters Score -5423336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -5423331.000000 Penalty: 1029.781250
	Iteration 52Q: 3 clusters Score -5423331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
Score: -5423338.000000 Penalty: 1029.781250
	Iteration 53Q: 3 clusters Score -5423338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -5423338.500000 Penalty: 1029.781250
	Iteration 54Q: 3 clusters Score -5423338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 52396 members 
Entering Unmasked Estep 
Score: -5423332.000000 Penalty: 1029.781250
	Iteration 55Q: 3 clusters Score -5423332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 52427 members 
Entering Unmasked Estep 
Score: -5423335.500000 Penalty: 1029.781250
	Iteration 56Q: 3 clusters Score -5423336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -5423344.500000 Penalty: 1029.781250
	Iteration 57Q: 3 clusters Score -5423344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -5423345.000000 Penalty: 1029.781250
	Iteration 58Q: 3 clusters Score -5423345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -5423328.500000 Penalty: 1029.781250
	Iteration 59Q: 3 clusters Score -5423328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -5423324.000000 Penalty: 1029.781250
	Iteration 60F: 3 clusters Score -5423324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -5423341.500000 Penalty: 1029.781250
	Iteration 61Q: 3 clusters Score -5423342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -5423340.500000 Penalty: 1029.781250
	Iteration 62Q: 3 clusters Score -5423340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 52600 members 
Entering Unmasked Estep 
Score: -5423343.500000 Penalty: 1029.781250
	Iteration 63Q: 3 clusters Score -5423344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -5423341.000000 Penalty: 1029.781250
	Iteration 64Q: 3 clusters Score -5423341 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -5423349.000000 Penalty: 1029.781250
	Iteration 65Q: 3 clusters Score -5423349 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -5423343.500000 Penalty: 1029.781250
	Iteration 66Q: 3 clusters Score -5423344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -5423349.500000 Penalty: 1029.781250
	Iteration 67Q: 3 clusters Score -5423350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -5423347.000000 Penalty: 1029.781250
	Iteration 68Q: 3 clusters Score -5423347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 52731 members 
Entering Unmasked Estep 
Score: -5423346.500000 Penalty: 1029.781250
	Iteration 69Q: 3 clusters Score -5423346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -5423342.500000 Penalty: 1029.781250
	Iteration 70Q: 3 clusters Score -5423342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -5423342.500000 Penalty: 1029.781250
	Iteration 71F: 3 clusters Score -5423342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -60729.175781 Penalty: 310.261047
	Iteration 0F: 2 clusters Score -60729.18 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 454 members 
Entering Unmasked Estep 
Score: -59974.347656 Penalty: 620.522095
	Iteration 0F: 3 clusters Score -59974.35 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -60188.062500 Penalty: 620.522095
	Iteration 1F: 3 clusters Score -60188.06 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -60244.496094 Penalty: 620.522095
	Iteration 2F: 3 clusters Score -60244.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -60287.261719 Penalty: 620.522095
	Iteration 3F: 3 clusters Score -60287.26 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -60318.937500 Penalty: 620.522095
	Iteration 4Q: 3 clusters Score -60318.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -60347.742188 Penalty: 620.522095
	Iteration 5Q: 3 clusters Score -60347.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -60370.601562 Penalty: 620.522095
	Iteration 6Q: 3 clusters Score -60370.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -60388.265625 Penalty: 620.522095
	Iteration 7Q: 3 clusters Score -60388.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -60397.414062 Penalty: 620.522095
	Iteration 8Q: 3 clusters Score -60397.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -60406.609375 Penalty: 620.522095
	Iteration 9Q: 3 clusters Score -60406.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -60415.812500 Penalty: 620.522095
	Iteration 10Q: 3 clusters Score -60415.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -60425.433594 Penalty: 620.522095
	Iteration 11Q: 3 clusters Score -60425.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -60431.890625 Penalty: 620.522095
	Iteration 12Q: 3 clusters Score -60431.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -60437.964844 Penalty: 620.522095
	Iteration 13Q: 3 clusters Score -60437.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -60440.554688 Penalty: 620.522095
	Iteration 14Q: 3 clusters Score -60440.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -60440.785156 Penalty: 620.522095
	Iteration 15Q: 3 clusters Score -60440.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -60441.066406 Penalty: 620.522095
	Iteration 16Q: 3 clusters Score -60441.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -60441.113281 Penalty: 620.522095
	Iteration 17Q: 3 clusters Score -60441.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -60441.113281 Penalty: 620.522095
	Iteration 18F: 3 clusters Score -60441.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Entering Unmasked Estep 
Score: -5113011.000000 Penalty: 512.105835
	Iteration 0F: 2 clusters Score -5113011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -5061449.000000 Penalty: 1024.211670
	Iteration 0F: 3 clusters Score -5061449 nChanged 37535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -5083775.500000 Penalty: 1024.211670
	Iteration 1F: 3 clusters Score -5083776 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -5084533.000000 Penalty: 1024.211670
	Iteration 2Q: 3 clusters Score -5084533 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -5085630.000000 Penalty: 1024.211670
	Iteration 3Q: 3 clusters Score -5085630 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -5087294.500000 Penalty: 1024.211670
	Iteration 4F: 3 clusters Score -5087294 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 51890 members 
Entering Unmasked Estep 
Score: -5089873.500000 Penalty: 1024.211670
	Iteration 5F: 3 clusters Score -5089874 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 56987 members 
Entering Unmasked Estep 
Score: -5093720.000000 Penalty: 1024.211670
	Iteration 6F: 3 clusters Score -5093720 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 62649 members 
Entering Unmasked Estep 
Score: -5098847.500000 Penalty: 1024.211670
	Iteration 7F: 3 clusters Score -5098848 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -5103966.500000 Penalty: 1024.211670
	Iteration 8F: 3 clusters Score -5103966 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 71502 members 
Entering Unmasked Estep 
Score: -5107572.000000 Penalty: 1024.211670
	Iteration 9Q: 3 clusters Score -5107572 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 73692 members 
Entering Unmasked Estep 
Score: -5109625.000000 Penalty: 1024.211670
	Iteration 10Q: 3 clusters Score -5109625 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 74883 members 
Entering Unmasked Estep 
Score: -5110683.500000 Penalty: 1024.211670
	Iteration 11Q: 3 clusters Score -5110684 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 75588 members 
Entering Unmasked Estep 
Score: -5111413.000000 Penalty: 1024.211670
	Iteration 12Q: 3 clusters Score -5111413 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 76066 members 
Entering Unmasked Estep 
Score: -5111868.500000 Penalty: 1024.211670
	Iteration 13Q: 3 clusters Score -5111868 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 76378 members 
Entering Unmasked Estep 
Score: -5112132.000000 Penalty: 1024.211670
	Iteration 14Q: 3 clusters Score -5112132 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 76576 members 
Entering Unmasked Estep 
Score: -5112290.500000 Penalty: 1024.211670
	Iteration 15Q: 3 clusters Score -5112290 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 76703 members 
Entering Unmasked Estep 
Score: -5112363.500000 Penalty: 1024.211670
	Iteration 16Q: 3 clusters Score -5112364 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 76790 members 
Entering Unmasked Estep 
Score: -5112411.000000 Penalty: 1024.211670
	Iteration 17Q: 3 clusters Score -5112411 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 76854 members 
Entering Unmasked Estep 
Score: -5112446.000000 Penalty: 1024.211670
	Iteration 18Q: 3 clusters Score -5112446 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 76913 members 
Entering Unmasked Estep 
Score: -5112467.500000 Penalty: 1024.211670
	Iteration 19Q: 3 clusters Score -5112468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 76962 members 
Entering Unmasked Estep 
Score: -5112503.500000 Penalty: 1024.211670
	Iteration 20F: 3 clusters Score -5112504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 76992 members 
Entering Unmasked Estep 
Score: -5112516.500000 Penalty: 1024.211670
	Iteration 21Q: 3 clusters Score -5112516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 77012 members 
Entering Unmasked Estep 
Score: -5112531.500000 Penalty: 1024.211670
	Iteration 22Q: 3 clusters Score -5112532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 77026 members 
Entering Unmasked Estep 
Score: -5112539.500000 Penalty: 1024.211670
	Iteration 23Q: 3 clusters Score -5112540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -5112540.500000 Penalty: 1024.211670
	Iteration 24Q: 3 clusters Score -5112540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 77044 members 
Entering Unmasked Estep 
Score: -5112552.500000 Penalty: 1024.211670
	Iteration 25Q: 3 clusters Score -5112552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 77053 members 
Entering Unmasked Estep 
Score: -5112555.500000 Penalty: 1024.211670
	Iteration 26Q: 3 clusters Score -5112556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 77058 members 
Entering Unmasked Estep 
Score: -5112557.000000 Penalty: 1024.211670
	Iteration 27Q: 3 clusters Score -5112557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 77062 members 
Entering Unmasked Estep 
Score: -5112561.500000 Penalty: 1024.211670
	Iteration 28Q: 3 clusters Score -5112562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 77066 members 
Entering Unmasked Estep 
Score: -5112560.500000 Penalty: 1024.211670
	Iteration 29Q: 3 clusters Score -5112560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 77067 members 
Entering Unmasked Estep 
Score: -5112562.000000 Penalty: 1024.211670
	Iteration 30Q: 3 clusters Score -5112562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 77069 members 
Entering Unmasked Estep 
Score: -5112565.500000 Penalty: 1024.211670
	Iteration 31Q: 3 clusters Score -5112566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 77070 members 
Entering Unmasked Estep 
Score: -5112569.500000 Penalty: 1024.211670
	Iteration 32Q: 3 clusters Score -5112570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 77071 members 
Entering Unmasked Estep 
Score: -5112563.500000 Penalty: 1024.211670
	Iteration 33Q: 3 clusters Score -5112564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 77072 members 
Entering Unmasked Estep 
Score: -5112563.500000 Penalty: 1024.211670
	Iteration 34Q: 3 clusters Score -5112564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 77071 members 
Entering Unmasked Estep 
Score: -5112565.000000 Penalty: 1024.211670
	Iteration 35Q: 3 clusters Score -5112565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 77071 members 
Entering Unmasked Estep 
Score: -5112565.000000 Penalty: 1024.211670
	Iteration 36F: 3 clusters Score -5112565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -16388.779297 Penalty: 264.678558
	Iteration 0F: 2 clusters Score -16388.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16021.692383 Penalty: 529.357117
	Iteration 0F: 3 clusters Score -16021.69 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16123.369141 Penalty: 529.357117
	Iteration 1F: 3 clusters Score -16123.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16155.395508 Penalty: 529.357117
	Iteration 2F: 3 clusters Score -16155.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16167.474609 Penalty: 529.357117
	Iteration 3Q: 3 clusters Score -16167.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16186.423828 Penalty: 529.357117
	Iteration 4F: 3 clusters Score -16186.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16209.632812 Penalty: 529.357117
	Iteration 5Q: 3 clusters Score -16209.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16240.404297 Penalty: 529.357117
	Iteration 6Q: 3 clusters Score -16240.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16253.782227 Penalty: 529.357117
	Iteration 7Q: 3 clusters Score -16253.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16260.249023 Penalty: 529.357117
	Iteration 8Q: 3 clusters Score -16260.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16264.791992 Penalty: 529.357117
	Iteration 9Q: 3 clusters Score -16264.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16265.993164 Penalty: 529.357117
	Iteration 10Q: 3 clusters Score -16265.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16265.993164 Penalty: 529.357117
	Iteration 11F: 3 clusters Score -16265.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7348.065918 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7348.066 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 78 members 
Entering Unmasked Estep 
Score: -7135.814941 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -7135.815 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7206.124512 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -7206.125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7216.325195 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -7216.325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7231.498535 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -7231.499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7248.644043 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -7248.644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7272.422363 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -7272.422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7272.422363 Penalty: 453.508209
	Iteration 6F: 3 clusters Score -7272.422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12137.395508 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -12137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11835.456055 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -11835.46 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11892.452148 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -11892.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11915.212891 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -11915.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11932.535156 Penalty: 487.877594
	Iteration 3F: 3 clusters Score -11932.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11938.822266 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -11938.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11948.136719 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -11948.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11949.711914 Penalty: 487.877594
	Iteration 6Q: 3 clusters Score -11949.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11949.711914 Penalty: 487.877594
	Iteration 7F: 3 clusters Score -11949.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Entering Unmasked Estep 
Score: -1210708.750000 Penalty: 445.711029
	Iteration 0F: 2 clusters Score -1210709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1198929.625000 Penalty: 891.422058
	Iteration 0F: 3 clusters Score -1198930 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1204250.000000 Penalty: 891.422058
	Iteration 1F: 3 clusters Score -1204250 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1205245.750000 Penalty: 891.422058
	Iteration 2F: 3 clusters Score -1205246 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1206735.250000 Penalty: 891.422058
	Iteration 3F: 3 clusters Score -1206735 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1208447.000000 Penalty: 891.422058
	Iteration 4F: 3 clusters Score -1208447 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1209615.625000 Penalty: 891.422058
	Iteration 5F: 3 clusters Score -1209616 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1209970.250000 Penalty: 891.422058
	Iteration 6Q: 3 clusters Score -1209970 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1210096.500000 Penalty: 891.422058
	Iteration 7Q: 3 clusters Score -1210096 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1210161.375000 Penalty: 891.422058
	Iteration 8Q: 3 clusters Score -1210161 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1210214.375000 Penalty: 891.422058
	Iteration 9Q: 3 clusters Score -1210214 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1210232.625000 Penalty: 891.422058
	Iteration 10Q: 3 clusters Score -1210233 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1210244.875000 Penalty: 891.422058
	Iteration 11Q: 3 clusters Score -1210245 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1210245.500000 Penalty: 891.422058
	Iteration 12Q: 3 clusters Score -1210246 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1210257.375000 Penalty: 891.422058
	Iteration 13Q: 3 clusters Score -1210257 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1210267.125000 Penalty: 891.422058
	Iteration 14Q: 3 clusters Score -1210267 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1210267.625000 Penalty: 891.422058
	Iteration 15Q: 3 clusters Score -1210268 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1210273.625000 Penalty: 891.422058
	Iteration 16Q: 3 clusters Score -1210274 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1210253.375000 Penalty: 891.422058
	Iteration 17Q: 3 clusters Score -1210253 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1210242.875000 Penalty: 891.422058
	Iteration 18Q: 3 clusters Score -1210243 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1210241.250000 Penalty: 891.422058
	Iteration 19Q: 3 clusters Score -1210241 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1210252.375000 Penalty: 891.422058
	Iteration 20F: 3 clusters Score -1210252 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1210271.750000 Penalty: 891.422058
	Iteration 21Q: 3 clusters Score -1210272 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1210286.375000 Penalty: 891.422058
	Iteration 22Q: 3 clusters Score -1210286 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1210291.625000 Penalty: 891.422058
	Iteration 23Q: 3 clusters Score -1210292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1210290.875000 Penalty: 891.422058
	Iteration 24Q: 3 clusters Score -1210291 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1210286.250000 Penalty: 891.422058
	Iteration 25Q: 3 clusters Score -1210286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1210276.750000 Penalty: 891.422058
	Iteration 26Q: 3 clusters Score -1210277 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1210289.875000 Penalty: 891.422058
	Iteration 27Q: 3 clusters Score -1210290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Score: -1210240.750000 Penalty: 891.422058
	Iteration 491Q: 3 clusters Score -1210241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1210241.875000 Penalty: 891.422058
	Iteration 492Q: 3 clusters Score -1210242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1210240.750000 Penalty: 891.422058
	Iteration 493Q: 3 clusters Score -1210241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1210241.875000 Penalty: 891.422058
	Iteration 494Q: 3 clusters Score -1210242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1210240.750000 Penalty: 891.422058
	Iteration 495Q: 3 clusters Score -1210241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1210241.875000 Penalty: 891.422058
	Iteration 496Q: 3 clusters Score -1210242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1210240.750000 Penalty: 891.422058
	Iteration 497Q: 3 clusters Score -1210241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1210241.875000 Penalty: 891.422058
	Iteration 498Q: 3 clusters Score -1210242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1210240.750000 Penalty: 891.422058
	Iteration 499Q: 3 clusters Score -1210241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1210241.875000 Penalty: 891.422058
	Iteration 500F: 3 clusters Score -1210242 nChanged 4
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 27 (3003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Entering Unmasked Estep 
Score: -193639.859375 Penalty: 364.335205
	Iteration 0F: 2 clusters Score -193639.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -191545.515625 Penalty: 728.670410
	Iteration 0F: 3 clusters Score -191545.5 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -192262.000000 Penalty: 728.670410
	Iteration 1F: 3 clusters Score -192262 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -192312.546875 Penalty: 728.670410
	Iteration 2F: 3 clusters Score -192312.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -192361.171875 Penalty: 728.670410
	Iteration 3Q: 3 clusters Score -192361.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -192410.171875 Penalty: 728.670410
	Iteration 4Q: 3 clusters Score -192410.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -192454.625000 Penalty: 728.670410
	Iteration 5Q: 3 clusters Score -192454.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -192500.859375 Penalty: 728.670410
	Iteration 6Q: 3 clusters Score -192500.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -192564.359375 Penalty: 728.670410
	Iteration 7Q: 3 clusters Score -192564.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -192679.312500 Penalty: 728.670410
	Iteration 8Q: 3 clusters Score -192679.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -192801.234375 Penalty: 728.670410
	Iteration 9Q: 3 clusters Score -192801.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -192935.015625 Penalty: 728.670410
	Iteration 10Q: 3 clusters Score -192935 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -193057.687500 Penalty: 728.670410
	Iteration 11Q: 3 clusters Score -193057.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -193133.921875 Penalty: 728.670410
	Iteration 12Q: 3 clusters Score -193133.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -193181.625000 Penalty: 728.670410
	Iteration 13Q: 3 clusters Score -193181.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -193211.734375 Penalty: 728.670410
	Iteration 14Q: 3 clusters Score -193211.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -193232.953125 Penalty: 728.670410
	Iteration 15Q: 3 clusters Score -193233 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -193250.296875 Penalty: 728.670410
	Iteration 16Q: 3 clusters Score -193250.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -193259.765625 Penalty: 728.670410
	Iteration 17Q: 3 clusters Score -193259.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -193264.546875 Penalty: 728.670410
	Iteration 18Q: 3 clusters Score -193264.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -193267.328125 Penalty: 728.670410
	Iteration 19Q: 3 clusters Score -193267.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -193270.671875 Penalty: 728.670410
	Iteration 20F: 3 clusters Score -193270.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -193274.968750 Penalty: 728.670410
	Iteration 21Q: 3 clusters Score -193275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -193277.453125 Penalty: 728.670410
	Iteration 22Q: 3 clusters Score -193277.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -193280.703125 Penalty: 728.670410
	Iteration 23Q: 3 clusters Score -193280.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -193282.937500 Penalty: 728.670410
	Iteration 24Q: 3 clusters Score -193282.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -193284.515625 Penalty: 728.670410
	Iteration 25Q: 3 clusters Score -193284.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -193286.656250 Penalty: 728.670410
	Iteration 26Q: 3 clusters Score -193286.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -193291.515625 Penalty: 728.670410
	Iteration 27Q: 3 clusters Score -193291.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -193296.843750 Penalty: 728.670410
	Iteration 28Q: 3 clusters Score -193296.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -193304.265625 Penalty: 728.670410
	Iteration 29Q: 3 clusters Score -193304.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -193318.078125 Penalty: 728.670410
	Iteration 30Q: 3 clusters Score -193318.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -193328.468750 Penalty: 728.670410
	Iteration 31Q: 3 clusters Score -193328.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -193346.671875 Penalty: 728.670410
	Iteration 32Q: 3 clusters Score -193346.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -193357.343750 Penalty: 728.670410
	Iteration 33Q: 3 clusters Score -193357.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -193367.265625 Penalty: 728.670410
	Iteration 34Q: 3 clusters Score -193367.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -193373.734375 Penalty: 728.670410
	Iteration 35Q: 3 clusters Score -193373.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -193377.468750 Penalty: 728.670410
	Iteration 36Q: 3 clusters Score -193377.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -193381.171875 Penalty: 728.670410
	Iteration 37Q: 3 clusters Score -193381.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -193386.375000 Penalty: 728.670410
	Iteration 38Q: 3 clusters Score -193386.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -193389.015625 Penalty: 728.670410
	Iteration 39Q: 3 clusters Score -193389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -193392.187500 Penalty: 728.670410
	Iteration 40F: 3 clusters Score -193392.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -193394.203125 Penalty: 728.670410
	Iteration 41Q: 3 clusters Score -193394.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -193394.671875 Penalty: 728.670410
	Iteration 42Q: 3 clusters Score -193394.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -193396.484375 Penalty: 728.670410
	Iteration 43Q: 3 clusters Score -193396.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -193397.750000 Penalty: 728.670410
	Iteration 44Q: 3 clusters Score -193397.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -193398.265625 Penalty: 728.670410
	Iteration 45Q: 3 clusters Score -193398.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -193398.484375 Penalty: 728.670410
	Iteration 46Q: 3 clusters Score -193398.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -193398.656250 Penalty: 728.670410
	Iteration 47Q: 3 clusters Score -193398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -193398.718750 Penalty: 728.670410
	Iteration 48Q: 3 clusters Score -193398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -193399.125000 Penalty: 728.670410
	Iteration 49Q: 3 clusters Score -193399.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -193399.312500 Penalty: 728.670410
	Iteration 50Q: 3 clusters Score -193399.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -193399.281250 Penalty: 728.670410
	Iteration 51Q: 3 clusters Score -193399.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -193399.281250 Penalty: 728.670410
	Iteration 52F: 3 clusters Score -193399.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -37541.031250 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -37541.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -36930.453125 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -36930.45 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -37112.593750 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -37112.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37155.050781 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -37155.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -37183.554688 Penalty: 594.970703
	Iteration 3Q: 3 clusters Score -37183.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -37226.546875 Penalty: 594.970703
	Iteration 4Q: 3 clusters Score -37226.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -37257.113281 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -37257.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -37283.195312 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -37283.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -37308.335938 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -37308.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -37332.718750 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -37332.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -37356.437500 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -37356.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37368.519531 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -37368.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -37383.296875 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -37383.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -37391.527344 Penalty: 594.970703
	Iteration 12Q: 3 clusters Score -37391.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -37394.976562 Penalty: 594.970703
	Iteration 13Q: 3 clusters Score -37394.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -37397.468750 Penalty: 594.970703
	Iteration 14Q: 3 clusters Score -37397.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -37400.886719 Penalty: 594.970703
	Iteration 15Q: 3 clusters Score -37400.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -37402.410156 Penalty: 594.970703
	Iteration 16Q: 3 clusters Score -37402.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -37403.679688 Penalty: 594.970703
	Iteration 17Q: 3 clusters Score -37403.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -37404.531250 Penalty: 594.970703
	Iteration 18Q: 3 clusters Score -37404.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -37405.046875 Penalty: 594.970703
	Iteration 19Q: 3 clusters Score -37405.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -37407.707031 Penalty: 594.970703
	Iteration 20F: 3 clusters Score -37407.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -37408.980469 Penalty: 594.970703
	Iteration 21Q: 3 clusters Score -37408.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -37408.980469 Penalty: 594.970703
	Iteration 22F: 3 clusters Score -37408.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (110031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110031 members 
Entering Unmasked Estep 
Score: -7118241.500000 Penalty: 528.187561
	Iteration 0F: 2 clusters Score -7118242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -7074364.500000 Penalty: 1056.375122
	Iteration 0F: 3 clusters Score -7074364 nChanged 53576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57428 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -7105999.000000 Penalty: 1056.375122
	Iteration 1F: 3 clusters Score -7105999 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 50838 members 
Entering Unmasked Estep 
Score: -7106854.000000 Penalty: 1056.375122
	Iteration 2Q: 3 clusters Score -7106854 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -7108132.000000 Penalty: 1056.375122
	Iteration 3Q: 3 clusters Score -7108132 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65452 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -7110217.000000 Penalty: 1056.375122
	Iteration 4Q: 3 clusters Score -7110217 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70376 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -7113582.500000 Penalty: 1056.375122
	Iteration 5F: 3 clusters Score -7113582 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76474 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -7118892.000000 Penalty: 1056.375122
	Iteration 6F: 3 clusters Score -7118892 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82662 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -7124971.500000 Penalty: 1056.375122
	Iteration 7F: 3 clusters Score -7124972 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86492 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -7131303.000000 Penalty: 1056.375122
	Iteration 8F: 3 clusters Score -7131303 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87365 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -7135860.000000 Penalty: 1056.375122
	Iteration 9F: 3 clusters Score -7135860 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86943 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -7137822.500000 Penalty: 1056.375122
	Iteration 10Q: 3 clusters Score -7137822 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86334 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -7138876.500000 Penalty: 1056.375122
	Iteration 11Q: 3 clusters Score -7138876 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85481 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -7139741.000000 Penalty: 1056.375122
	Iteration 12Q: 3 clusters Score -7139741 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -7140675.500000 Penalty: 1056.375122
	Iteration 13Q: 3 clusters Score -7140676 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83123 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -7141602.500000 Penalty: 1056.375122
	Iteration 14Q: 3 clusters Score -7141602 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81812 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -7142507.500000 Penalty: 1056.375122
	Iteration 15Q: 3 clusters Score -7142508 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80438 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -7143300.500000 Penalty: 1056.375122
	Iteration 16Q: 3 clusters Score -7143300 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79007 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -7144185.000000 Penalty: 1056.375122
	Iteration 17Q: 3 clusters Score -7144185 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -7145022.000000 Penalty: 1056.375122
	Iteration 18Q: 3 clusters Score -7145022 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76446 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -7145782.000000 Penalty: 1056.375122
	Iteration 19Q: 3 clusters Score -7145782 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75595 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -7146495.000000 Penalty: 1056.375122
	Iteration 20F: 3 clusters Score -7146495 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -7147192.000000 Penalty: 1056.375122
	Iteration 21Q: 3 clusters Score -7147192 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73829 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -7147729.500000 Penalty: 1056.375122
	Iteration 22Q: 3 clusters Score -7147730 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -7148081.500000 Penalty: 1056.375122
	Iteration 23Q: 3 clusters Score -7148082 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72958 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -7148287.500000 Penalty: 1056.375122
	Iteration 24Q: 3 clusters Score -7148288 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72784 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -7148440.500000 Penalty: 1056.375122
	Iteration 25Q: 3 clusters Score -7148440 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -7148455.000000 Penalty: 1056.375122
	Iteration 26Q: 3 clusters Score -7148455 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72596 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -7148511.500000 Penalty: 1056.375122
	Iteration 27Q: 3 clusters Score -7148512 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72553 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -7148539.000000 Penalty: 1056.375122
	Iteration 28Q: 3 clusters Score -7148539 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72500 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -7148547.000000 Penalty: 1056.375122
	Iteration 29Q: 3 clusters Score -7148547 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -7148554.000000 Penalty: 1056.375122
	Iteration 30Q: 3 clusters Score -7148554 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72400 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -7148564.000000 Penalty: 1056.375122
	Iteration 31Q: 3 clusters Score -7148564 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -7148557.500000 Penalty: 1056.375122
	Iteration 32Q: 3 clusters Score -7148558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -7148556.500000 Penalty: 1056.375122
	Iteration 33Q: 3 clusters Score -7148556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72310 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -7148552.000000 Penalty: 1056.375122
	Iteration 34Q: 3 clusters Score -7148552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72293 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -7148549.000000 Penalty: 1056.375122
	Iteration 35Q: 3 clusters Score -7148549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72273 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -7148543.000000 Penalty: 1056.375122
	Iteration 36Q: 3 clusters Score -7148543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72255 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -7148543.500000 Penalty: 1056.375122
	Iteration 37Q: 3 clusters Score -7148544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72233 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -7148544.500000 Penalty: 1056.375122
	Iteration 38Q: 3 clusters Score -7148544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72206 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -7148551.500000 Penalty: 1056.375122
	Iteration 39Q: 3 clusters Score -7148552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72192 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -7148552.500000 Penalty: 1056.375122
	Iteration 40F: 3 clusters Score -7148552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -7148561.000000 Penalty: 1056.375122
	Iteration 41Q: 3 clusters Score -7148561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72155 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -7148557.500000 Penalty: 1056.375122
	Iteration 42Q: 3 clusters Score -7148558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72149 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -7148561.000000 Penalty: 1056.375122
	Iteration 43Q: 3 clusters Score -7148561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72149 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -7148558.500000 Penalty: 1056.375122
	Iteration 44Q: 3 clusters Score -7148558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72150 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -7148558.000000 Penalty: 1056.375122
	Iteration 45Q: 3 clusters Score -7148558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72150 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -7148558.000000 Penalty: 1056.375122
	Iteration 46F: 3 clusters Score -7148558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70809 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18494 members 
Mstep: Class 10 contains 37873 members 
Mstep: Class 11 contains 37881 members 
Mstep: Class 13 contains 42014 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 1206 members 
Mstep: Class 18 contains 55965 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 82148 members 
Mstep: Class 21 contains 915 members 
Mstep: Class 22 contains 77271 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17959 members 
Mstep: Class 27 contains 3003 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 72150 members 
Mstep: Class 30 contains 6630 members 
Mstep: Class 31 contains 6637 members 
Mstep: Class 32 contains 1240 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18606 members 
Entering Unmasked Estep 
Score: -35866992.000000 Penalty: 19322.265625
Splitting cluster 29 changes total score from -35836752.000000 to -35866992.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 30 (6630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Entering Unmasked Estep 
Score: -424024.750000 Penalty: 400.370880
	Iteration 0F: 2 clusters Score -424024.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -419567.968750 Penalty: 800.741760
	Iteration 0F: 3 clusters Score -419568 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -421360.968750 Penalty: 800.741760
	Iteration 1F: 3 clusters Score -421361 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -421526.937500 Penalty: 800.741760
	Iteration 2F: 3 clusters Score -421526.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -421700.562500 Penalty: 800.741760
	Iteration 3F: 3 clusters Score -421700.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -421893.718750 Penalty: 800.741760
	Iteration 4F: 3 clusters Score -421893.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -422121.406250 Penalty: 800.741760
	Iteration 5F: 3 clusters Score -422121.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -422351.687500 Penalty: 800.741760
	Iteration 6F: 3 clusters Score -422351.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -422572.187500 Penalty: 800.741760
	Iteration 7Q: 3 clusters Score -422572.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -422846.468750 Penalty: 800.741760
	Iteration 8Q: 3 clusters Score -422846.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -423087.562500 Penalty: 800.741760
	Iteration 9Q: 3 clusters Score -423087.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -423189.156250 Penalty: 800.741760
	Iteration 10Q: 3 clusters Score -423189.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -423235.062500 Penalty: 800.741760
	Iteration 11Q: 3 clusters Score -423235.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -423265.125000 Penalty: 800.741760
	Iteration 12Q: 3 clusters Score -423265.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -423295.218750 Penalty: 800.741760
	Iteration 13Q: 3 clusters Score -423295.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -423322.281250 Penalty: 800.741760
	Iteration 14Q: 3 clusters Score -423322.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -423346.031250 Penalty: 800.741760
	Iteration 15Q: 3 clusters Score -423346 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -423363.375000 Penalty: 800.741760
	Iteration 16Q: 3 clusters Score -423363.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -423377.781250 Penalty: 800.741760
	Iteration 17Q: 3 clusters Score -423377.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -423392.843750 Penalty: 800.741760
	Iteration 18Q: 3 clusters Score -423392.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -423407.718750 Penalty: 800.741760
	Iteration 19Q: 3 clusters Score -423407.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -423419.312500 Penalty: 800.741760
	Iteration 20F: 3 clusters Score -423419.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -423433.468750 Penalty: 800.741760
	Iteration 21Q: 3 clusters Score -423433.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -423445.062500 Penalty: 800.741760
	Iteration 22Q: 3 clusters Score -423445.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -423456.625000 Penalty: 800.741760
	Iteration 23Q: 3 clusters Score -423456.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -423465.875000 Penalty: 800.741760
	Iteration 24Q: 3 clusters Score -423465.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -423475.281250 Penalty: 800.741760
	Iteration 25Q: 3 clusters Score -423475.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -423486.906250 Penalty: 800.741760
	Iteration 26Q: 3 clusters Score -423486.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -423499.875000 Penalty: 800.741760
	Iteration 27Q: 3 clusters Score -423499.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -423515.375000 Penalty: 800.741760
	Iteration 28Q: 3 clusters Score -423515.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -423529.375000 Penalty: 800.741760
	Iteration 29Q: 3 clusters Score -423529.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -423541.250000 Penalty: 800.741760
	Iteration 30Q: 3 clusters Score -423541.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -423547.812500 Penalty: 800.741760
	Iteration 31Q: 3 clusters Score -423547.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -423553.468750 Penalty: 800.741760
	Iteration 32Q: 3 clusters Score -423553.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -423559.906250 Penalty: 800.741760
	Iteration 33Q: 3 clusters Score -423559.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -423565.187500 Penalty: 800.741760
	Iteration 34Q: 3 clusters Score -423565.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -423569.375000 Penalty: 800.741760
	Iteration 35Q: 3 clusters Score -423569.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -423574.125000 Penalty: 800.741760
	Iteration 36Q: 3 clusters Score -423574.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -423581.250000 Penalty: 800.741760
	Iteration 37Q: 3 clusters Score -423581.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -423584.906250 Penalty: 800.741760
	Iteration 38Q: 3 clusters Score -423584.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -423588.562500 Penalty: 800.741760
	Iteration 39Q: 3 clusters Score -423588.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -423590.562500 Penalty: 800.741760
	Iteration 40F: 3 clusters Score -423590.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -423593.218750 Penalty: 800.741760
	Iteration 41Q: 3 clusters Score -423593.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -423596.312500 Penalty: 800.741760
	Iteration 42Q: 3 clusters Score -423596.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -423602.687500 Penalty: 800.741760
	Iteration 43Q: 3 clusters Score -423602.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -423608.718750 Penalty: 800.741760
	Iteration 44Q: 3 clusters Score -423608.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -423613.625000 Penalty: 800.741760
	Iteration 45Q: 3 clusters Score -423613.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -423617.312500 Penalty: 800.741760
	Iteration 46Q: 3 clusters Score -423617.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -423621.593750 Penalty: 800.741760
	Iteration 47Q: 3 clusters Score -423621.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -423624.500000 Penalty: 800.741760
	Iteration 48Q: 3 clusters Score -423624.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -423626.906250 Penalty: 800.741760
	Iteration 49Q: 3 clusters Score -423626.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -423628.406250 Penalty: 800.741760
	Iteration 50Q: 3 clusters Score -423628.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -423631.718750 Penalty: 800.741760
	Iteration 51Q: 3 clusters Score -423631.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -423632.343750 Penalty: 800.741760
	Iteration 52Q: 3 clusters Score -423632.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -423634.812500 Penalty: 800.741760
	Iteration 53Q: 3 clusters Score -423634.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -423635.875000 Penalty: 800.741760
	Iteration 54Q: 3 clusters Score -423635.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -423637.812500 Penalty: 800.741760
	Iteration 55Q: 3 clusters Score -423637.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -423639.281250 Penalty: 800.741760
	Iteration 56Q: 3 clusters Score -423639.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -423640.718750 Penalty: 800.741760
	Iteration 57Q: 3 clusters Score -423640.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -423640.968750 Penalty: 800.741760
	Iteration 58Q: 3 clusters Score -423641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -423641.156250 Penalty: 800.741760
	Iteration 59Q: 3 clusters Score -423641.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -423642.500000 Penalty: 800.741760
	Iteration 60F: 3 clusters Score -423642.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -423643.312500 Penalty: 800.741760
	Iteration 61Q: 3 clusters Score -423643.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -423643.187500 Penalty: 800.741760
	Iteration 62Q: 3 clusters Score -423643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -423643.625000 Penalty: 800.741760
	Iteration 63Q: 3 clusters Score -423643.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -423643.843750 Penalty: 800.741760
	Iteration 64Q: 3 clusters Score -423643.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -423643.843750 Penalty: 800.741760
	Iteration 65F: 3 clusters Score -423643.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Entering Unmasked Estep 
Score: -434139.718750 Penalty: 400.418884
	Iteration 0F: 2 clusters Score -434139.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -429619.281250 Penalty: 800.837769
	Iteration 0F: 3 clusters Score -429619.3 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -431339.906250 Penalty: 800.837769
	Iteration 1F: 3 clusters Score -431339.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -431477.156250 Penalty: 800.837769
	Iteration 2F: 3 clusters Score -431477.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -431668.750000 Penalty: 800.837769
	Iteration 3F: 3 clusters Score -431668.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -431965.625000 Penalty: 800.837769
	Iteration 4F: 3 clusters Score -431965.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -432358.625000 Penalty: 800.837769
	Iteration 5F: 3 clusters Score -432358.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -432837.843750 Penalty: 800.837769
	Iteration 6F: 3 clusters Score -432837.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -433289.812500 Penalty: 800.837769
	Iteration 7F: 3 clusters Score -433289.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -433580.031250 Penalty: 800.837769
	Iteration 8Q: 3 clusters Score -433580 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -433708.750000 Penalty: 800.837769
	Iteration 9Q: 3 clusters Score -433708.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -433750.812500 Penalty: 800.837769
	Iteration 10Q: 3 clusters Score -433750.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -433767.000000 Penalty: 800.837769
	Iteration 11Q: 3 clusters Score -433767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -433780.218750 Penalty: 800.837769
	Iteration 12Q: 3 clusters Score -433780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -433783.250000 Penalty: 800.837769
	Iteration 13Q: 3 clusters Score -433783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -433783.968750 Penalty: 800.837769
	Iteration 14Q: 3 clusters Score -433784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -433783.968750 Penalty: 800.837769
	Iteration 15F: 3 clusters Score -433784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Entering Unmasked Estep 
Score: -78368.242188 Penalty: 324.090424
	Iteration 0F: 2 clusters Score -78368.24 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 610 members 
Entering Unmasked Estep 
Score: -77449.406250 Penalty: 648.180847
	Iteration 0F: 3 clusters Score -77449.41 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -77751.906250 Penalty: 648.180847
	Iteration 1F: 3 clusters Score -77751.91 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -77849.648438 Penalty: 648.180847
	Iteration 2F: 3 clusters Score -77849.65 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -77923.789062 Penalty: 648.180847
	Iteration 3F: 3 clusters Score -77923.79 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -77970.179688 Penalty: 648.180847
	Iteration 4F: 3 clusters Score -77970.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -78010.617188 Penalty: 648.180847
	Iteration 5Q: 3 clusters Score -78010.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -78044.164062 Penalty: 648.180847
	Iteration 6Q: 3 clusters Score -78044.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -78073.914062 Penalty: 648.180847
	Iteration 7Q: 3 clusters Score -78073.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -78108.820312 Penalty: 648.180847
	Iteration 8Q: 3 clusters Score -78108.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -78137.312500 Penalty: 648.180847
	Iteration 9Q: 3 clusters Score -78137.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -78158.000000 Penalty: 648.180847
	Iteration 10Q: 3 clusters Score -78158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -78170.257812 Penalty: 648.180847
	Iteration 11Q: 3 clusters Score -78170.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -78181.539062 Penalty: 648.180847
	Iteration 12Q: 3 clusters Score -78181.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -78193.257812 Penalty: 648.180847
	Iteration 13Q: 3 clusters Score -78193.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -78202.523438 Penalty: 648.180847
	Iteration 14Q: 3 clusters Score -78202.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -78205.218750 Penalty: 648.180847
	Iteration 15Q: 3 clusters Score -78205.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -78209.523438 Penalty: 648.180847
	Iteration 16Q: 3 clusters Score -78209.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -78211.976562 Penalty: 648.180847
	Iteration 17Q: 3 clusters Score -78211.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -78214.062500 Penalty: 648.180847
	Iteration 18Q: 3 clusters Score -78214.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -78214.984375 Penalty: 648.180847
	Iteration 19Q: 3 clusters Score -78214.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -78218.875000 Penalty: 648.180847
	Iteration 20F: 3 clusters Score -78218.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -78224.906250 Penalty: 648.180847
	Iteration 21Q: 3 clusters Score -78224.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -78225.937500 Penalty: 648.180847
	Iteration 22Q: 3 clusters Score -78225.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -78226.171875 Penalty: 648.180847
	Iteration 23Q: 3 clusters Score -78226.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -78226.171875 Penalty: 648.180847
	Iteration 24F: 3 clusters Score -78226.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -6493.074707 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -6493.075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6270.860352 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -6270.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6297.041016 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -6297.041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6306.349609 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -6306.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6311.650391 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -6311.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6312.655762 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -6312.656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6312.655762 Penalty: 432.576691
	Iteration 5F: 3 clusters Score -6312.656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Entering Unmasked Estep 
Score: -1246354.750000 Penalty: 447.321411
	Iteration 0F: 2 clusters Score -1246355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1233907.250000 Penalty: 894.642822
	Iteration 0F: 3 clusters Score -1233907 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1239211.750000 Penalty: 894.642822
	Iteration 1F: 3 clusters Score -1239212 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1239523.125000 Penalty: 894.642822
	Iteration 2Q: 3 clusters Score -1239523 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1239990.125000 Penalty: 894.642822
	Iteration 3Q: 3 clusters Score -1239990 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1240681.625000 Penalty: 894.642822
	Iteration 4F: 3 clusters Score -1240682 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1241637.500000 Penalty: 894.642822
	Iteration 5F: 3 clusters Score -1241638 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1242345.875000 Penalty: 894.642822
	Iteration 6F: 3 clusters Score -1242346 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1242587.875000 Penalty: 894.642822
	Iteration 7Q: 3 clusters Score -1242588 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1242653.125000 Penalty: 894.642822
	Iteration 8Q: 3 clusters Score -1242653 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1242690.500000 Penalty: 894.642822
	Iteration 9Q: 3 clusters Score -1242690 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1242721.750000 Penalty: 894.642822
	Iteration 10Q: 3 clusters Score -1242722 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1242747.375000 Penalty: 894.642822
	Iteration 11Q: 3 clusters Score -1242747 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1242779.500000 Penalty: 894.642822
	Iteration 12Q: 3 clusters Score -1242780 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1242821.625000 Penalty: 894.642822
	Iteration 13Q: 3 clusters Score -1242822 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1242864.750000 Penalty: 894.642822
	Iteration 14Q: 3 clusters Score -1242865 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1242932.375000 Penalty: 894.642822
	Iteration 15Q: 3 clusters Score -1242932 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1242997.750000 Penalty: 894.642822
	Iteration 16Q: 3 clusters Score -1242998 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1243103.875000 Penalty: 894.642822
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	Iteration 483Q: 3 clusters Score -1245706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
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	Iteration 484Q: 3 clusters Score -1245706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
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	Iteration 485Q: 3 clusters Score -1245706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
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	Iteration 486Q: 3 clusters Score -1245706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
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	Iteration 487Q: 3 clusters Score -1245706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
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	Iteration 488Q: 3 clusters Score -1245706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
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	Iteration 489Q: 3 clusters Score -1245706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
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	Iteration 490Q: 3 clusters Score -1245706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
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	Iteration 491Q: 3 clusters Score -1245706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
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	Iteration 492Q: 3 clusters Score -1245706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
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	Iteration 493Q: 3 clusters Score -1245706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
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	Iteration 494Q: 3 clusters Score -1245706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
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	Iteration 495Q: 3 clusters Score -1245706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
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	Iteration 496Q: 3 clusters Score -1245706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
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	Iteration 497Q: 3 clusters Score -1245706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
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	Iteration 498Q: 3 clusters Score -1245706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
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	Iteration 499Q: 3 clusters Score -1245706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
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	Iteration 500F: 3 clusters Score -1245706 nChanged 1
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70809 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18494 members 
Mstep: Class 10 contains 37873 members 
Mstep: Class 13 contains 42014 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 1206 members 
Mstep: Class 18 contains 55965 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 82148 members 
Mstep: Class 21 contains 915 members 
Mstep: Class 22 contains 77271 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17959 members 
Mstep: Class 27 contains 3003 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 72150 members 
Mstep: Class 30 contains 6630 members 
Mstep: Class 31 contains 6637 members 
Mstep: Class 32 contains 1240 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18606 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 239Q: 33 clusters Score -3.586832e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70825 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18494 members 
Mstep: Class 10 contains 37836 members 
Mstep: Class 11 contains 37385 members 
Mstep: Class 13 contains 41974 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 1236 members 
Mstep: Class 18 contains 57032 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 82141 members 
Mstep: Class 21 contains 920 members 
Mstep: Class 22 contains 75831 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18445 members 
Mstep: Class 27 contains 3028 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 71855 members 
Mstep: Class 30 contains 6666 members 
Mstep: Class 31 contains 6926 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18962 members 
Entering Unmasked Estep 
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Iteration 240F: 33 clusters Score -3.586944e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70839 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3869 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18490 members 
Mstep: Class 10 contains 37800 members 
Mstep: Class 11 contains 38107 members 
Mstep: Class 13 contains 41013 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20387 members 
Mstep: Class 17 contains 1212 members 
Mstep: Class 18 contains 58194 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 81678 members 
Mstep: Class 21 contains 944 members 
Mstep: Class 22 contains 74488 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18686 members 
Mstep: Class 27 contains 3040 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 71661 members 
Mstep: Class 30 contains 6694 members 
Mstep: Class 31 contains 7088 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 19619 members 
Entering Unmasked Estep 
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Iteration 241Q: 33 clusters Score -3.587008e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70834 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3867 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 37755 members 
Mstep: Class 11 contains 38412 members 
Mstep: Class 13 contains 40359 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 1202 members 
Mstep: Class 18 contains 59712 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 81111 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 73093 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18807 members 
Mstep: Class 27 contains 3047 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 71526 members 
Mstep: Class 30 contains 6716 members 
Mstep: Class 31 contains 7232 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 20289 members 
Entering Unmasked Estep 
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Iteration 242Q: 33 clusters Score -3.587032e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70823 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18480 members 
Mstep: Class 10 contains 37662 members 
Mstep: Class 11 contains 38581 members 
Mstep: Class 13 contains 39893 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 1200 members 
Mstep: Class 18 contains 61181 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80654 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 71776 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18800 members 
Mstep: Class 27 contains 3054 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 71447 members 
Mstep: Class 30 contains 6738 members 
Mstep: Class 31 contains 7354 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 20937 members 
Entering Unmasked Estep 
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Iteration 243Q: 33 clusters Score -3.587072e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70811 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3853 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18478 members 
Mstep: Class 10 contains 37538 members 
Mstep: Class 11 contains 38666 members 
Mstep: Class 13 contains 39571 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20389 members 
Mstep: Class 17 contains 1203 members 
Mstep: Class 18 contains 62640 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80209 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 70530 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18770 members 
Mstep: Class 27 contains 3059 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 71375 members 
Mstep: Class 30 contains 6756 members 
Mstep: Class 31 contains 7453 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 21537 members 
Entering Unmasked Estep 
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Iteration 244Q: 33 clusters Score -3.587077e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70809 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 37458 members 
Mstep: Class 11 contains 38694 members 
Mstep: Class 13 contains 39341 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 1210 members 
Mstep: Class 18 contains 63831 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80010 members 
Mstep: Class 21 contains 958 members 
Mstep: Class 22 contains 69159 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18681 members 
Mstep: Class 27 contains 3062 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 71346 members 
Mstep: Class 30 contains 6773 members 
Mstep: Class 31 contains 7556 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22210 members 
Entering Unmasked Estep 
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Iteration 245Q: 33 clusters Score -3.587107e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70808 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3828 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18478 members 
Mstep: Class 10 contains 37330 members 
Mstep: Class 11 contains 38678 members 
Mstep: Class 13 contains 39196 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20387 members 
Mstep: Class 17 contains 1211 members 
Mstep: Class 18 contains 65050 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79731 members 
Mstep: Class 21 contains 947 members 
Mstep: Class 22 contains 67799 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18675 members 
Mstep: Class 27 contains 3061 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 71310 members 
Mstep: Class 30 contains 6788 members 
Mstep: Class 31 contains 7646 members 
Mstep: Class 32 contains 1246 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22881 members 
Entering Unmasked Estep 
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Iteration 246Q: 33 clusters Score -3.587119e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70813 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3821 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18476 members 
Mstep: Class 10 contains 37289 members 
Mstep: Class 11 contains 38646 members 
Mstep: Class 13 contains 39052 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20387 members 
Mstep: Class 17 contains 1202 members 
Mstep: Class 18 contains 66218 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79284 members 
Mstep: Class 21 contains 944 members 
Mstep: Class 22 contains 66624 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18683 members 
Mstep: Class 27 contains 3060 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 71237 members 
Mstep: Class 30 contains 6797 members 
Mstep: Class 31 contains 7731 members 
Mstep: Class 32 contains 1247 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 23539 members 
Entering Unmasked Estep 
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Iteration 247Q: 33 clusters Score -3.587118e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70817 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3818 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18475 members 
Mstep: Class 10 contains 37170 members 
Mstep: Class 11 contains 38633 members 
Mstep: Class 13 contains 38937 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20390 members 
Mstep: Class 17 contains 1199 members 
Mstep: Class 18 contains 67513 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78615 members 
Mstep: Class 21 contains 948 members 
Mstep: Class 22 contains 65557 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18684 members 
Mstep: Class 27 contains 3065 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 71144 members 
Mstep: Class 30 contains 6805 members 
Mstep: Class 31 contains 7795 members 
Mstep: Class 32 contains 1247 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 24238 members 
Entering Unmasked Estep 
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Iteration 248Q: 33 clusters Score -3.58713e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70820 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3815 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18476 members 
Mstep: Class 10 contains 37010 members 
Mstep: Class 11 contains 38576 members 
Mstep: Class 13 contains 38862 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20389 members 
Mstep: Class 17 contains 1199 members 
Mstep: Class 18 contains 68708 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78005 members 
Mstep: Class 21 contains 955 members 
Mstep: Class 22 contains 64567 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18662 members 
Mstep: Class 27 contains 3068 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 71092 members 
Mstep: Class 30 contains 6815 members 
Mstep: Class 31 contains 7845 members 
Mstep: Class 32 contains 1248 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 24938 members 
Entering Unmasked Estep 
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Iteration 249Q: 33 clusters Score -3.58714e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70815 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3811 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18476 members 
Mstep: Class 10 contains 36880 members 
Mstep: Class 11 contains 38517 members 
Mstep: Class 13 contains 38822 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20390 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 69954 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 77272 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 63651 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18641 members 
Mstep: Class 27 contains 3070 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 71007 members 
Mstep: Class 30 contains 6821 members 
Mstep: Class 31 contains 7935 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 25609 members 
Entering Unmasked Estep 
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Iteration 250Q: 33 clusters Score -3.587132e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70808 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18476 members 
Mstep: Class 10 contains 36725 members 
Mstep: Class 11 contains 38458 members 
Mstep: Class 13 contains 38790 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20390 members 
Mstep: Class 17 contains 1191 members 
Mstep: Class 18 contains 71116 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76513 members 
Mstep: Class 21 contains 925 members 
Mstep: Class 22 contains 62978 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18475 members 
Mstep: Class 27 contains 3067 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 70965 members 
Mstep: Class 30 contains 6832 members 
Mstep: Class 31 contains 8000 members 
Mstep: Class 32 contains 1251 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 26281 members 
Entering Unmasked Estep 
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Iteration 251Q: 33 clusters Score -3.587128e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70806 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18476 members 
Mstep: Class 10 contains 36516 members 
Mstep: Class 11 contains 38386 members 
Mstep: Class 13 contains 38767 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20391 members 
Mstep: Class 17 contains 1187 members 
Mstep: Class 18 contains 72325 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 75751 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 62322 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18330 members 
Mstep: Class 27 contains 3058 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 70906 members 
Mstep: Class 30 contains 6841 members 
Mstep: Class 31 contains 8063 members 
Mstep: Class 32 contains 1253 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 26950 members 
Entering Unmasked Estep 
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Iteration 252Q: 33 clusters Score -3.587138e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70806 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3807 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18476 members 
Mstep: Class 10 contains 36292 members 
Mstep: Class 11 contains 38297 members 
Mstep: Class 13 contains 38745 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20390 members 
Mstep: Class 17 contains 1185 members 
Mstep: Class 18 contains 73574 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 74850 members 
Mstep: Class 21 contains 899 members 
Mstep: Class 22 contains 61841 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 18140 members 
Mstep: Class 27 contains 3056 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 70870 members 
Mstep: Class 30 contains 6848 members 
Mstep: Class 31 contains 8112 members 
Mstep: Class 32 contains 1254 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 27608 members 
Entering Unmasked Estep 
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Iteration 253Q: 33 clusters Score -3.587146e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70807 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3805 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18475 members 
Mstep: Class 10 contains 36078 members 
Mstep: Class 11 contains 38253 members 
Mstep: Class 13 contains 38758 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20391 members 
Mstep: Class 17 contains 1186 members 
Mstep: Class 18 contains 74865 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 73845 members 
Mstep: Class 21 contains 884 members 
Mstep: Class 22 contains 61496 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17907 members 
Mstep: Class 27 contains 3050 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 70781 members 
Mstep: Class 30 contains 6853 members 
Mstep: Class 31 contains 8166 members 
Mstep: Class 32 contains 1258 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 28192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871288.000000 Penalty: 19322.265625
Iteration 254Q: 33 clusters Score -3.587129e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70806 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3805 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18475 members 
Mstep: Class 10 contains 35814 members 
Mstep: Class 11 contains 38219 members 
Mstep: Class 13 contains 38733 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20392 members 
Mstep: Class 17 contains 1185 members 
Mstep: Class 18 contains 76229 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 72829 members 
Mstep: Class 21 contains 870 members 
Mstep: Class 22 contains 60922 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17779 members 
Mstep: Class 27 contains 3043 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 70690 members 
Mstep: Class 30 contains 6853 members 
Mstep: Class 31 contains 8234 members 
Mstep: Class 32 contains 1260 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 28912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871412.000000 Penalty: 19322.265625
Iteration 255Q: 33 clusters Score -3.587141e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70806 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3804 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18474 members 
Mstep: Class 10 contains 35566 members 
Mstep: Class 11 contains 38152 members 
Mstep: Class 13 contains 38722 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20391 members 
Mstep: Class 17 contains 1183 members 
Mstep: Class 18 contains 77359 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 71825 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 60903 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17601 members 
Mstep: Class 27 contains 3038 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 70594 members 
Mstep: Class 30 contains 6853 members 
Mstep: Class 31 contains 8308 members 
Mstep: Class 32 contains 1261 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 29355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871760.000000 Penalty: 19322.265625
Iteration 256Q: 33 clusters Score -3.587176e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70805 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3803 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18474 members 
Mstep: Class 10 contains 35336 members 
Mstep: Class 11 contains 38152 members 
Mstep: Class 13 contains 38706 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20390 members 
Mstep: Class 17 contains 1191 members 
Mstep: Class 18 contains 78614 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 70730 members 
Mstep: Class 21 contains 834 members 
Mstep: Class 22 contains 60940 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17501 members 
Mstep: Class 27 contains 3033 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 70512 members 
Mstep: Class 30 contains 6850 members 
Mstep: Class 31 contains 8382 members 
Mstep: Class 32 contains 1260 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 29537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871748.000000 Penalty: 19322.265625
Iteration 257Q: 33 clusters Score -3.587175e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70806 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3801 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18474 members 
Mstep: Class 10 contains 35112 members 
Mstep: Class 11 contains 38135 members 
Mstep: Class 13 contains 38717 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20391 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 79735 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 69625 members 
Mstep: Class 21 contains 814 members 
Mstep: Class 22 contains 61324 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17487 members 
Mstep: Class 27 contains 3029 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 70411 members 
Mstep: Class 30 contains 6849 members 
Mstep: Class 31 contains 8472 members 
Mstep: Class 32 contains 1259 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 29417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871776.000000 Penalty: 19322.265625
Iteration 258Q: 33 clusters Score -3.587178e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70806 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3797 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18474 members 
Mstep: Class 10 contains 34867 members 
Mstep: Class 11 contains 38090 members 
Mstep: Class 13 contains 38731 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20391 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 80733 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 68667 members 
Mstep: Class 21 contains 803 members 
Mstep: Class 22 contains 62054 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17469 members 
Mstep: Class 27 contains 3023 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 70292 members 
Mstep: Class 30 contains 6850 members 
Mstep: Class 31 contains 8576 members 
Mstep: Class 32 contains 1258 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 28977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871664.000000 Penalty: 19322.265625
Iteration 259Q: 33 clusters Score -3.587166e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70809 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3792 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18474 members 
Mstep: Class 10 contains 34655 members 
Mstep: Class 11 contains 38049 members 
Mstep: Class 13 contains 38708 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20391 members 
Mstep: Class 17 contains 1189 members 
Mstep: Class 18 contains 81696 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 67674 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 63212 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17430 members 
Mstep: Class 27 contains 3015 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 70203 members 
Mstep: Class 30 contains 6851 members 
Mstep: Class 31 contains 8695 members 
Mstep: Class 32 contains 1258 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 28171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871560.000000 Penalty: 19322.265625
Iteration 260F: 33 clusters Score -3.587156e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70806 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3789 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18475 members 
Mstep: Class 10 contains 34428 members 
Mstep: Class 11 contains 38024 members 
Mstep: Class 13 contains 38666 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20390 members 
Mstep: Class 17 contains 1191 members 
Mstep: Class 18 contains 82654 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 66766 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17417 members 
Mstep: Class 27 contains 3006 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 70062 members 
Mstep: Class 30 contains 6850 members 
Mstep: Class 31 contains 8832 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 27066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870788.000000 Penalty: 19322.265625
Iteration 261Q: 33 clusters Score -3.587079e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70813 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3785 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18475 members 
Mstep: Class 10 contains 34253 members 
Mstep: Class 11 contains 37987 members 
Mstep: Class 13 contains 38638 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20390 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 83435 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 65889 members 
Mstep: Class 21 contains 710 members 
Mstep: Class 22 contains 66509 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17399 members 
Mstep: Class 27 contains 2990 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 69936 members 
Mstep: Class 30 contains 6847 members 
Mstep: Class 31 contains 8986 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 25559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870444.000000 Penalty: 19322.265625
Iteration 262Q: 33 clusters Score -3.587044e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70821 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3784 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18474 members 
Mstep: Class 10 contains 34101 members 
Mstep: Class 11 contains 37960 members 
Mstep: Class 13 contains 38645 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20389 members 
Mstep: Class 17 contains 1191 members 
Mstep: Class 18 contains 83950 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 65104 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 68656 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17299 members 
Mstep: Class 27 contains 2977 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 69807 members 
Mstep: Class 30 contains 6844 members 
Mstep: Class 31 contains 9124 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 23996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870368.000000 Penalty: 19322.265625
Iteration 263Q: 33 clusters Score -3.587037e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70834 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3779 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18474 members 
Mstep: Class 10 contains 33992 members 
Mstep: Class 11 contains 37943 members 
Mstep: Class 13 contains 38658 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 1189 members 
Mstep: Class 18 contains 84064 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 64521 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 71015 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17198 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 69655 members 
Mstep: Class 30 contains 6842 members 
Mstep: Class 31 contains 9275 members 
Mstep: Class 32 contains 1258 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870000.000000 Penalty: 19322.265625
Iteration 264Q: 33 clusters Score -3.587e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70841 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3777 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18474 members 
Mstep: Class 10 contains 33903 members 
Mstep: Class 11 contains 37895 members 
Mstep: Class 13 contains 38633 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20386 members 
Mstep: Class 17 contains 1181 members 
Mstep: Class 18 contains 84027 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 63891 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 73475 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17111 members 
Mstep: Class 27 contains 2948 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 69543 members 
Mstep: Class 30 contains 6848 members 
Mstep: Class 31 contains 9424 members 
Mstep: Class 32 contains 1259 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 20832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870064.000000 Penalty: 19322.265625
Iteration 265Q: 33 clusters Score -3.587006e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70855 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3776 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18474 members 
Mstep: Class 10 contains 33816 members 
Mstep: Class 11 contains 37795 members 
Mstep: Class 13 contains 38617 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20385 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 84026 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 63188 members 
Mstep: Class 21 contains 573 members 
Mstep: Class 22 contains 75873 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17088 members 
Mstep: Class 27 contains 2934 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 69411 members 
Mstep: Class 30 contains 6843 members 
Mstep: Class 31 contains 9602 members 
Mstep: Class 32 contains 1260 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 19361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869948.000000 Penalty: 19322.265625
Iteration 266Q: 33 clusters Score -3.586995e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70856 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3776 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18473 members 
Mstep: Class 10 contains 33795 members 
Mstep: Class 11 contains 37715 members 
Mstep: Class 13 contains 38615 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20385 members 
Mstep: Class 17 contains 1165 members 
Mstep: Class 18 contains 83680 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 62420 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 78488 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17051 members 
Mstep: Class 27 contains 2926 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 69229 members 
Mstep: Class 30 contains 6846 members 
Mstep: Class 31 contains 9783 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870692.000000 Penalty: 19322.265625
Iteration 267Q: 33 clusters Score -3.587069e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70860 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3774 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18473 members 
Mstep: Class 10 contains 33740 members 
Mstep: Class 11 contains 37642 members 
Mstep: Class 13 contains 38597 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20385 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 82266 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 62573 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 81216 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16963 members 
Mstep: Class 27 contains 2927 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 69023 members 
Mstep: Class 30 contains 6845 members 
Mstep: Class 31 contains 9980 members 
Mstep: Class 32 contains 1255 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871624.000000 Penalty: 19322.265625
Iteration 268Q: 33 clusters Score -3.587162e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70862 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3773 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18473 members 
Mstep: Class 10 contains 33723 members 
Mstep: Class 11 contains 37548 members 
Mstep: Class 13 contains 38590 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20385 members 
Mstep: Class 17 contains 1165 members 
Mstep: Class 18 contains 79663 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 63499 members 
Mstep: Class 21 contains 510 members 
Mstep: Class 22 contains 83928 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16875 members 
Mstep: Class 27 contains 2929 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 68797 members 
Mstep: Class 30 contains 6848 members 
Mstep: Class 31 contains 10191 members 
Mstep: Class 32 contains 1252 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 596.695435 but Gain 603.820312
Score: -35872160.000000 Penalty: 18718.445312
Iteration 269Q: 32 clusters Score -3.587216e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70860 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3773 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18473 members 
Mstep: Class 10 contains 33680 members 
Mstep: Class 11 contains 37421 members 
Mstep: Class 13 contains 38602 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20384 members 
Mstep: Class 17 contains 1167 members 
Mstep: Class 18 contains 76768 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 65014 members 
Mstep: Class 22 contains 85732 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16798 members 
Mstep: Class 27 contains 2929 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 68699 members 
Mstep: Class 30 contains 6846 members 
Mstep: Class 31 contains 10753 members 
Mstep: Class 32 contains 1252 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 15898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871184.000000 Penalty: 18718.445312
Iteration 270Q: 32 clusters Score -3.587118e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70856 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18473 members 
Mstep: Class 10 contains 33637 members 
Mstep: Class 11 contains 37303 members 
Mstep: Class 13 contains 38619 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20383 members 
Mstep: Class 17 contains 1159 members 
Mstep: Class 18 contains 74122 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 66910 members 
Mstep: Class 22 contains 86295 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16778 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 68378 members 
Mstep: Class 30 contains 6842 members 
Mstep: Class 31 contains 11072 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870324.000000 Penalty: 18718.445312
Iteration 271Q: 32 clusters Score -3.587032e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70848 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18475 members 
Mstep: Class 10 contains 33621 members 
Mstep: Class 11 contains 37251 members 
Mstep: Class 13 contains 38673 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20385 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 71897 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 68862 members 
Mstep: Class 22 contains 86084 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16723 members 
Mstep: Class 27 contains 2952 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 68032 members 
Mstep: Class 30 contains 6833 members 
Mstep: Class 31 contains 11405 members 
Mstep: Class 32 contains 1245 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869984.000000 Penalty: 18718.445312
Iteration 272Q: 32 clusters Score -3.586998e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70836 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18476 members 
Mstep: Class 10 contains 33584 members 
Mstep: Class 11 contains 37159 members 
Mstep: Class 13 contains 38691 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20385 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 69750 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 70903 members 
Mstep: Class 22 contains 85678 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16701 members 
Mstep: Class 27 contains 2955 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 67698 members 
Mstep: Class 30 contains 6829 members 
Mstep: Class 31 contains 11739 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870020.000000 Penalty: 18718.445312
Iteration 273Q: 32 clusters Score -3.587002e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70828 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18476 members 
Mstep: Class 10 contains 33515 members 
Mstep: Class 11 contains 37074 members 
Mstep: Class 13 contains 38705 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20385 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 67754 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 72915 members 
Mstep: Class 22 contains 85171 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16669 members 
Mstep: Class 27 contains 2962 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 67365 members 
Mstep: Class 30 contains 6828 members 
Mstep: Class 31 contains 12068 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869840.000000 Penalty: 18718.445312
Iteration 274Q: 32 clusters Score -3.586984e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70812 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18476 members 
Mstep: Class 10 contains 33457 members 
Mstep: Class 11 contains 36981 members 
Mstep: Class 13 contains 38716 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20384 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 65948 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 74685 members 
Mstep: Class 22 contains 84718 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16551 members 
Mstep: Class 27 contains 2990 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 67032 members 
Mstep: Class 30 contains 6822 members 
Mstep: Class 31 contains 12387 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870132.000000 Penalty: 18718.445312
Iteration 275Q: 32 clusters Score -3.587013e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70805 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 3773 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18476 members 
Mstep: Class 10 contains 33438 members 
Mstep: Class 11 contains 36894 members 
Mstep: Class 13 contains 38691 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20382 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 64405 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76239 members 
Mstep: Class 22 contains 84189 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16402 members 
Mstep: Class 27 contains 3013 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 66729 members 
Mstep: Class 30 contains 6818 members 
Mstep: Class 31 contains 12694 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 19718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870296.000000 Penalty: 18718.445312
Iteration 276Q: 32 clusters Score -3.58703e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70797 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 3778 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18475 members 
Mstep: Class 10 contains 33417 members 
Mstep: Class 11 contains 36837 members 
Mstep: Class 13 contains 38636 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20382 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 63086 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 77831 members 
Mstep: Class 22 contains 83362 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16257 members 
Mstep: Class 27 contains 3037 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 66429 members 
Mstep: Class 30 contains 6815 members 
Mstep: Class 31 contains 12981 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 20544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870672.000000 Penalty: 18718.445312
Iteration 277Q: 32 clusters Score -3.587067e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70793 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 3782 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18475 members 
Mstep: Class 10 contains 33340 members 
Mstep: Class 11 contains 36786 members 
Mstep: Class 13 contains 38608 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20383 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 62101 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79393 members 
Mstep: Class 22 contains 82164 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16172 members 
Mstep: Class 27 contains 3056 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 66118 members 
Mstep: Class 30 contains 6811 members 
Mstep: Class 31 contains 13281 members 
Mstep: Class 32 contains 1245 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 21403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871404.000000 Penalty: 18718.445312
Iteration 278Q: 32 clusters Score -3.58714e+07 nChanged 2968
Entering ConstructFrom: 
Score: -35871404.000000 Penalty: 18718.445312
Entering ConstructFrom: 
Trying to split cluster 1 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -75786.054688 Penalty: 321.795197
	Iteration 0F: 2 clusters Score -75786.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -74886.273438 Penalty: 643.590393
	Iteration 0F: 3 clusters Score -74886.27 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -75186.312500 Penalty: 643.590393
	Iteration 1F: 3 clusters Score -75186.31 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -75224.601562 Penalty: 643.590393
	Iteration 2F: 3 clusters Score -75224.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -75257.421875 Penalty: 643.590393
	Iteration 3Q: 3 clusters Score -75257.42 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -75286.273438 Penalty: 643.590393
	Iteration 4Q: 3 clusters Score -75286.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -75311.125000 Penalty: 643.590393
	Iteration 5Q: 3 clusters Score -75311.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -75336.289062 Penalty: 643.590393
	Iteration 6Q: 3 clusters Score -75336.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -75354.531250 Penalty: 643.590393
	Iteration 7Q: 3 clusters Score -75354.53 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -75381.812500 Penalty: 643.590393
	Iteration 8Q: 3 clusters Score -75381.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -75411.343750 Penalty: 643.590393
	Iteration 9Q: 3 clusters Score -75411.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -75431.843750 Penalty: 643.590393
	Iteration 10Q: 3 clusters Score -75431.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -75456.812500 Penalty: 643.590393
	Iteration 11Q: 3 clusters Score -75456.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -75463.882812 Penalty: 643.590393
	Iteration 12Q: 3 clusters Score -75463.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -75468.335938 Penalty: 643.590393
	Iteration 13Q: 3 clusters Score -75468.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -75472.023438 Penalty: 643.590393
	Iteration 14Q: 3 clusters Score -75472.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -75477.648438 Penalty: 643.590393
	Iteration 15Q: 3 clusters Score -75477.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -75481.203125 Penalty: 643.590393
	Iteration 16Q: 3 clusters Score -75481.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -75484.875000 Penalty: 643.590393
	Iteration 17Q: 3 clusters Score -75484.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -75486.593750 Penalty: 643.590393
	Iteration 18Q: 3 clusters Score -75486.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -75488.359375 Penalty: 643.590393
	Iteration 19Q: 3 clusters Score -75488.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -75489.093750 Penalty: 643.590393
	Iteration 20F: 3 clusters Score -75489.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -75490.398438 Penalty: 643.590393
	Iteration 21Q: 3 clusters Score -75490.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -75492.679688 Penalty: 643.590393
	Iteration 22Q: 3 clusters Score -75492.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -75496.742188 Penalty: 643.590393
	Iteration 23Q: 3 clusters Score -75496.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -75497.468750 Penalty: 643.590393
	Iteration 24Q: 3 clusters Score -75497.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -75498.187500 Penalty: 643.590393
	Iteration 25Q: 3 clusters Score -75498.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -75498.187500 Penalty: 643.590393
	Iteration 26F: 3 clusters Score -75498.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -39346.425781 Penalty: 299.921173
	Iteration 0F: 2 clusters Score -39346.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -38704.199219 Penalty: 599.842346
	Iteration 0F: 3 clusters Score -38704.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -38904.519531 Penalty: 599.842346
	Iteration 1F: 3 clusters Score -38904.52 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -38955.554688 Penalty: 599.842346
	Iteration 2F: 3 clusters Score -38955.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -38985.328125 Penalty: 599.842346
	Iteration 3F: 3 clusters Score -38985.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -39005.855469 Penalty: 599.842346
	Iteration 4Q: 3 clusters Score -39005.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -39032.914062 Penalty: 599.842346
	Iteration 5Q: 3 clusters Score -39032.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -39044.472656 Penalty: 599.842346
	Iteration 6Q: 3 clusters Score -39044.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -39053.933594 Penalty: 599.842346
	Iteration 7Q: 3 clusters Score -39053.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -39057.175781 Penalty: 599.842346
	Iteration 8Q: 3 clusters Score -39057.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -39058.105469 Penalty: 599.842346
	Iteration 9Q: 3 clusters Score -39058.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -39058.707031 Penalty: 599.842346
	Iteration 10Q: 3 clusters Score -39058.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -39059.011719 Penalty: 599.842346
	Iteration 11Q: 3 clusters Score -39059.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -39059.765625 Penalty: 599.842346
	Iteration 12Q: 3 clusters Score -39059.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -39060.160156 Penalty: 599.842346
	Iteration 13Q: 3 clusters Score -39060.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -39060.589844 Penalty: 599.842346
	Iteration 14Q: 3 clusters Score -39060.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -39060.589844 Penalty: 599.842346
	Iteration 15F: 3 clusters Score -39060.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -5966.103027 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -5966.103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5776.178711 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -5776.179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5802.031738 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5802.032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5808.250000 Penalty: 422.639587
	Iteration 2Q: 3 clusters Score -5808.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5808.250000 Penalty: 422.639587
	Iteration 3F: 3 clusters Score -5808.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -31364.380859 Penalty: 291.136078
	Iteration 0F: 2 clusters Score -31364.38 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: -30819.386719 Penalty: 582.272156
	Iteration 0F: 3 clusters Score -30819.39 nChanged 217
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: -31028.898438 Penalty: 582.272156
	Iteration 1F: 3 clusters Score -31028.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -31073.005859 Penalty: 582.272156
	Iteration 2F: 3 clusters Score -31073.01 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -31116.601562 Penalty: 582.272156
	Iteration 3F: 3 clusters Score -31116.6 nChanged 38
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: -31199.294922 Penalty: 582.272156
	Iteration 4F: 3 clusters Score -31199.29 nChanged 42
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: -31286.929688 Penalty: 582.272156
	Iteration 5F: 3 clusters Score -31286.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -31389.080078 Penalty: 582.272156
	Iteration 6F: 3 clusters Score -31389.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31456.890625 Penalty: 582.272156
	Iteration 7F: 3 clusters Score -31456.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31497.796875 Penalty: 582.272156
	Iteration 8Q: 3 clusters Score -31497.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -31534.929688 Penalty: 582.272156
	Iteration 9Q: 3 clusters Score -31534.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -31554.230469 Penalty: 582.272156
	Iteration 10Q: 3 clusters Score -31554.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31566.263672 Penalty: 582.272156
	Iteration 11Q: 3 clusters Score -31566.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31575.333984 Penalty: 582.272156
	Iteration 12Q: 3 clusters Score -31575.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -31583.164062 Penalty: 582.272156
	Iteration 13Q: 3 clusters Score -31583.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -31601.654297 Penalty: 582.272156
	Iteration 14Q: 3 clusters Score -31601.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31642.013672 Penalty: 582.272156
	Iteration 15Q: 3 clusters Score -31642.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31695.472656 Penalty: 582.272156
	Iteration 16Q: 3 clusters Score -31695.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -31779.613281 Penalty: 582.272156
	Iteration 17Q: 3 clusters Score -31779.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -31811.525391 Penalty: 582.272156
	Iteration 18Q: 3 clusters Score -31811.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -31811.525391 Penalty: 582.272156
	Iteration 19F: 3 clusters Score -31811.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 70786 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 3786 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18475 members 
Mstep: Class 10 contains 33211 members 
Mstep: Class 11 contains 36734 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 38581 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20384 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 61553 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80589 members 
Mstep: Class 22 contains 80876 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16208 members 
Mstep: Class 27 contains 3072 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 65813 members 
Mstep: Class 30 contains 6808 members 
Mstep: Class 31 contains 13561 members 
Mstep: Class 32 contains 1245 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22230 members 
Entering Unmasked Estep 
Score: -35871840.000000 Penalty: 19322.265625
Splitting cluster 4 changes total score from -35871404.000000 to -35871840.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 5 (70786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70786 members 
Entering Unmasked Estep 
Score: -4214262.000000 Penalty: 508.117462
	Iteration 0F: 2 clusters Score -4214262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -4166288.750000 Penalty: 1016.234924
	Iteration 0F: 3 clusters Score -4166289 nChanged 34705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -4190151.750000 Penalty: 1016.234924
	Iteration 1F: 3 clusters Score -4190152 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -4193181.250000 Penalty: 1016.234924
	Iteration 2F: 3 clusters Score -4193181 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -4196969.500000 Penalty: 1016.234924
	Iteration 3F: 3 clusters Score -4196970 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -4200501.500000 Penalty: 1016.234924
	Iteration 4F: 3 clusters Score -4200502 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -4202469.000000 Penalty: 1016.234924
	Iteration 5F: 3 clusters Score -4202469 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -4203061.000000 Penalty: 1016.234924
	Iteration 6Q: 3 clusters Score -4203061 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -4203260.500000 Penalty: 1016.234924
	Iteration 7Q: 3 clusters Score -4203260 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -4203372.500000 Penalty: 1016.234924
	Iteration 8Q: 3 clusters Score -4203372 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -4203421.000000 Penalty: 1016.234924
	Iteration 9Q: 3 clusters Score -4203421 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -4203528.000000 Penalty: 1016.234924
	Iteration 10Q: 3 clusters Score -4203528 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -4203590.000000 Penalty: 1016.234924
	Iteration 11Q: 3 clusters Score -4203590 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -4203654.500000 Penalty: 1016.234924
	Iteration 12Q: 3 clusters Score -4203654 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -4203739.000000 Penalty: 1016.234924
	Iteration 13Q: 3 clusters Score -4203739 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -4203822.000000 Penalty: 1016.234924
	Iteration 14Q: 3 clusters Score -4203822 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -4203889.000000 Penalty: 1016.234924
	Iteration 15Q: 3 clusters Score -4203889 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -4203976.500000 Penalty: 1016.234924
	Iteration 16Q: 3 clusters Score -4203976 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -4204079.500000 Penalty: 1016.234924
	Iteration 17Q: 3 clusters Score -4204080 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -4204165.500000 Penalty: 1016.234924
	Iteration 18Q: 3 clusters Score -4204166 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -4204236.000000 Penalty: 1016.234924
	Iteration 19Q: 3 clusters Score -4204236 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -4204340.000000 Penalty: 1016.234924
	Iteration 20F: 3 clusters Score -4204340 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -4204447.000000 Penalty: 1016.234924
	Iteration 21Q: 3 clusters Score -4204447 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -4204546.500000 Penalty: 1016.234924
	Iteration 22Q: 3 clusters Score -4204546 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -4204643.500000 Penalty: 1016.234924
	Iteration 23Q: 3 clusters Score -4204644 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -4204785.500000 Penalty: 1016.234924
	Iteration 24Q: 3 clusters Score -4204786 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -4204933.000000 Penalty: 1016.234924
	Iteration 25Q: 3 clusters Score -4204933 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -4205077.500000 Penalty: 1016.234924
	Iteration 26Q: 3 clusters Score -4205078 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -4205237.000000 Penalty: 1016.234924
	Iteration 27Q: 3 clusters Score -4205237 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -4205436.000000 Penalty: 1016.234924
	Iteration 28Q: 3 clusters Score -4205436 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -4205648.500000 Penalty: 1016.234924
	Iteration 29Q: 3 clusters Score -4205648 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -4205877.500000 Penalty: 1016.234924
	Iteration 30Q: 3 clusters Score -4205878 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
Score: -4206164.500000 Penalty: 1016.234924
	Iteration 31Q: 3 clusters Score -4206164 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 54479 members 
Entering Unmasked Estep 
Score: -4206502.500000 Penalty: 1016.234924
	Iteration 32Q: 3 clusters Score -4206502 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -4206884.000000 Penalty: 1016.234924
	Iteration 33Q: 3 clusters Score -4206884 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -4207315.000000 Penalty: 1016.234924
	Iteration 34Q: 3 clusters Score -4207315 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 58289 members 
Entering Unmasked Estep 
Score: -4207852.000000 Penalty: 1016.234924
	Iteration 35Q: 3 clusters Score -4207852 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -4208455.500000 Penalty: 1016.234924
	Iteration 36Q: 3 clusters Score -4208456 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -4209153.000000 Penalty: 1016.234924
	Iteration 37Q: 3 clusters Score -4209153 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 62558 members 
Entering Unmasked Estep 
Score: -4209940.000000 Penalty: 1016.234924
	Iteration 38Q: 3 clusters Score -4209940 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -4210798.500000 Penalty: 1016.234924
	Iteration 39Q: 3 clusters Score -4210798 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -4211652.500000 Penalty: 1016.234924
	Iteration 40F: 3 clusters Score -4211652 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -4212498.500000 Penalty: 1016.234924
	Iteration 41Q: 3 clusters Score -4212498 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 67442 members 
Entering Unmasked Estep 
Score: -4213212.500000 Penalty: 1016.234924
	Iteration 42Q: 3 clusters Score -4213212 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -4213827.000000 Penalty: 1016.234924
	Iteration 43Q: 3 clusters Score -4213827 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -4214269.500000 Penalty: 1016.234924
	Iteration 44Q: 3 clusters Score -4214270 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -4214515.000000 Penalty: 1016.234924
	Iteration 45Q: 3 clusters Score -4214515 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 69089 members 
Entering Unmasked Estep 
Score: -4214639.500000 Penalty: 1016.234924
	Iteration 46Q: 3 clusters Score -4214640 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -4214694.500000 Penalty: 1016.234924
	Iteration 47Q: 3 clusters Score -4214694 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 69252 members 
Entering Unmasked Estep 
Score: -4214727.500000 Penalty: 1016.234924
	Iteration 48Q: 3 clusters Score -4214728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 69300 members 
Entering Unmasked Estep 
Score: -4214746.000000 Penalty: 1016.234924
	Iteration 49Q: 3 clusters Score -4214746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 69322 members 
Entering Unmasked Estep 
Score: -4214750.000000 Penalty: 1016.234924
	Iteration 50Q: 3 clusters Score -4214750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 69339 members 
Entering Unmasked Estep 
Score: -4214749.500000 Penalty: 1016.234924
	Iteration 51Q: 3 clusters Score -4214750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -4214750.000000 Penalty: 1016.234924
	Iteration 52Q: 3 clusters Score -4214750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 69350 members 
Entering Unmasked Estep 
Score: -4214752.000000 Penalty: 1016.234924
	Iteration 53Q: 3 clusters Score -4214752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -4214750.500000 Penalty: 1016.234924
	Iteration 54Q: 3 clusters Score -4214750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -4214748.500000 Penalty: 1016.234924
	Iteration 55Q: 3 clusters Score -4214748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 69358 members 
Entering Unmasked Estep 
Score: -4214749.500000 Penalty: 1016.234924
	Iteration 56Q: 3 clusters Score -4214750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 69359 members 
Entering Unmasked Estep 
Score: -4214752.000000 Penalty: 1016.234924
	Iteration 57Q: 3 clusters Score -4214752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 69359 members 
Entering Unmasked Estep 
Score: -4214752.000000 Penalty: 1016.234924
	Iteration 58F: 3 clusters Score -4214752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 1427 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 3786 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18475 members 
Mstep: Class 10 contains 33211 members 
Mstep: Class 11 contains 36734 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 38581 members 
Mstep: Class 14 contains 69359 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20384 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 61553 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80589 members 
Mstep: Class 22 contains 80876 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16208 members 
Mstep: Class 27 contains 3072 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 65813 members 
Mstep: Class 30 contains 6808 members 
Mstep: Class 31 contains 13561 members 
Mstep: Class 32 contains 1245 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22230 members 
Entering Unmasked Estep 
Score: -35872144.000000 Penalty: 19926.087891
Splitting cluster 5 changes total score from -35871404.000000 to -35872144.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 6 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -20608.277344 Penalty: 266.144287
	Iteration 0F: 2 clusters Score -20608.28 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 167 members 
Entering Unmasked Estep 
Score: -20206.744141 Penalty: 532.288574
	Iteration 0F: 3 clusters Score -20206.74 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20302.552734 Penalty: 532.288574
	Iteration 1F: 3 clusters Score -20302.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20324.511719 Penalty: 532.288574
	Iteration 2F: 3 clusters Score -20324.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20338.695312 Penalty: 532.288574
	Iteration 3Q: 3 clusters Score -20338.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20348.111328 Penalty: 532.288574
	Iteration 4Q: 3 clusters Score -20348.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20351.277344 Penalty: 532.288574
	Iteration 5Q: 3 clusters Score -20351.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20352.527344 Penalty: 532.288574
	Iteration 6Q: 3 clusters Score -20352.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20353.238281 Penalty: 532.288574
	Iteration 7Q: 3 clusters Score -20353.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20355.777344 Penalty: 532.288574
	Iteration 8Q: 3 clusters Score -20355.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20358.478516 Penalty: 532.288574
	Iteration 9Q: 3 clusters Score -20358.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20360.207031 Penalty: 532.288574
	Iteration 10Q: 3 clusters Score -20360.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20360.779297 Penalty: 532.288574
	Iteration 11Q: 3 clusters Score -20360.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20360.779297 Penalty: 532.288574
	Iteration 12F: 3 clusters Score -20360.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Entering Unmasked Estep 
Score: -216019.421875 Penalty: 374.877472
	Iteration 0F: 2 clusters Score -216019.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -213410.703125 Penalty: 749.754944
	Iteration 0F: 3 clusters Score -213410.7 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -214491.953125 Penalty: 749.754944
	Iteration 1F: 3 clusters Score -214492 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -214731.156250 Penalty: 749.754944
	Iteration 2F: 3 clusters Score -214731.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -214955.921875 Penalty: 749.754944
	Iteration 3F: 3 clusters Score -214955.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -215180.296875 Penalty: 749.754944
	Iteration 4F: 3 clusters Score -215180.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -215392.984375 Penalty: 749.754944
	Iteration 5F: 3 clusters Score -215393 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -215561.343750 Penalty: 749.754944
	Iteration 6Q: 3 clusters Score -215561.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -215663.968750 Penalty: 749.754944
	Iteration 7Q: 3 clusters Score -215664 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -215732.671875 Penalty: 749.754944
	Iteration 8Q: 3 clusters Score -215732.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -215768.171875 Penalty: 749.754944
	Iteration 9Q: 3 clusters Score -215768.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -215788.593750 Penalty: 749.754944
	Iteration 10Q: 3 clusters Score -215788.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -215810.296875 Penalty: 749.754944
	Iteration 11Q: 3 clusters Score -215810.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -215825.468750 Penalty: 749.754944
	Iteration 12Q: 3 clusters Score -215825.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -215834.125000 Penalty: 749.754944
	Iteration 13Q: 3 clusters Score -215834.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -215841.609375 Penalty: 749.754944
	Iteration 14Q: 3 clusters Score -215841.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -215843.921875 Penalty: 749.754944
	Iteration 15Q: 3 clusters Score -215843.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -215845.109375 Penalty: 749.754944
	Iteration 16Q: 3 clusters Score -215845.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -215846.890625 Penalty: 749.754944
	Iteration 17Q: 3 clusters Score -215846.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -215848.640625 Penalty: 749.754944
	Iteration 18Q: 3 clusters Score -215848.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -215850.312500 Penalty: 749.754944
	Iteration 19Q: 3 clusters Score -215850.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -215852.234375 Penalty: 749.754944
	Iteration 20F: 3 clusters Score -215852.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -215853.031250 Penalty: 749.754944
	Iteration 21Q: 3 clusters Score -215853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -215854.718750 Penalty: 749.754944
	Iteration 22Q: 3 clusters Score -215854.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -215859.718750 Penalty: 749.754944
	Iteration 23Q: 3 clusters Score -215859.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -215862.250000 Penalty: 749.754944
	Iteration 24Q: 3 clusters Score -215862.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -215864.640625 Penalty: 749.754944
	Iteration 25Q: 3 clusters Score -215864.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -215866.875000 Penalty: 749.754944
	Iteration 26Q: 3 clusters Score -215866.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -215868.609375 Penalty: 749.754944
	Iteration 27Q: 3 clusters Score -215868.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -215872.718750 Penalty: 749.754944
	Iteration 28Q: 3 clusters Score -215872.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -215875.375000 Penalty: 749.754944
	Iteration 29Q: 3 clusters Score -215875.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -215877.640625 Penalty: 749.754944
	Iteration 30Q: 3 clusters Score -215877.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -215877.937500 Penalty: 749.754944
	Iteration 31Q: 3 clusters Score -215877.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -215878.906250 Penalty: 749.754944
	Iteration 32Q: 3 clusters Score -215878.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -215878.937500 Penalty: 749.754944
	Iteration 33Q: 3 clusters Score -215878.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -215878.843750 Penalty: 749.754944
	Iteration 34Q: 3 clusters Score -215878.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -215878.843750 Penalty: 749.754944
	Iteration 35F: 3 clusters Score -215878.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -13304.403320 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -13304.4 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 100 members 
Entering Unmasked Estep 
Score: -13000.384766 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -13000.38 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13070.952148 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -13070.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13095.162109 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -13095.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13103.145508 Penalty: 491.232819
	Iteration 3Q: 3 clusters Score -13103.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13104.532227 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -13104.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13106.262695 Penalty: 491.232819
	Iteration 5Q: 3 clusters Score -13106.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13106.262695 Penalty: 491.232819
	Iteration 6F: 3 clusters Score -13106.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Entering Unmasked Estep 
Score: -1151945.125000 Penalty: 446.999908
	Iteration 0F: 2 clusters Score -1151945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1139575.500000 Penalty: 893.999817
	Iteration 0F: 3 clusters Score -1139576 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1144527.750000 Penalty: 893.999817
	Iteration 1F: 3 clusters Score -1144528 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1144874.750000 Penalty: 893.999817
	Iteration 2Q: 3 clusters Score -1144875 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1145359.375000 Penalty: 893.999817
	Iteration 3F: 3 clusters Score -1145359 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1146025.375000 Penalty: 893.999817
	Iteration 4F: 3 clusters Score -1146025 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1146822.250000 Penalty: 893.999817
	Iteration 5F: 3 clusters Score -1146822 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1147794.625000 Penalty: 893.999817
	Iteration 6F: 3 clusters Score -1147795 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1148768.125000 Penalty: 893.999817
	Iteration 7F: 3 clusters Score -1148768 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1149461.375000 Penalty: 893.999817
	Iteration 8Q: 3 clusters Score -1149461 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1149882.000000 Penalty: 893.999817
	Iteration 9Q: 3 clusters Score -1149882 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1150147.000000 Penalty: 893.999817
	Iteration 10Q: 3 clusters Score -1150147 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1150328.250000 Penalty: 893.999817
	Iteration 11Q: 3 clusters Score -1150328 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1150507.500000 Penalty: 893.999817
	Iteration 12Q: 3 clusters Score -1150508 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1150667.250000 Penalty: 893.999817
	Iteration 13Q: 3 clusters Score -1150667 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1150790.250000 Penalty: 893.999817
	Iteration 14Q: 3 clusters Score -1150790 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1150893.000000 Penalty: 893.999817
	Iteration 15Q: 3 clusters Score -1150893 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1150974.250000 Penalty: 893.999817
	Iteration 16Q: 3 clusters Score -1150974 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -1151037.250000 Penalty: 893.999817
	Iteration 17Q: 3 clusters Score -1151037 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -1151089.250000 Penalty: 893.999817
	Iteration 18Q: 3 clusters Score -1151089 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -1151127.000000 Penalty: 893.999817
	Iteration 19Q: 3 clusters Score -1151127 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1151153.500000 Penalty: 893.999817
	Iteration 20F: 3 clusters Score -1151154 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1151183.875000 Penalty: 893.999817
	Iteration 21Q: 3 clusters Score -1151184 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1151208.250000 Penalty: 893.999817
	Iteration 22Q: 3 clusters Score -1151208 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1151227.625000 Penalty: 893.999817
	Iteration 23Q: 3 clusters Score -1151228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1151247.000000 Penalty: 893.999817
	Iteration 24Q: 3 clusters Score -1151247 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -1151274.000000 Penalty: 893.999817
	Iteration 25Q: 3 clusters Score -1151274 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -1151296.000000 Penalty: 893.999817
	Iteration 26Q: 3 clusters Score -1151296 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -1151312.750000 Penalty: 893.999817
	Iteration 27Q: 3 clusters Score -1151313 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -1151321.875000 Penalty: 893.999817
	Iteration 28Q: 3 clusters Score -1151322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -1151331.625000 Penalty: 893.999817
	Iteration 29Q: 3 clusters Score -1151332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1151341.000000 Penalty: 893.999817
	Iteration 30Q: 3 clusters Score -1151341 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1151349.375000 Penalty: 893.999817
	Iteration 31Q: 3 clusters Score -1151349 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1151358.500000 Penalty: 893.999817
	Iteration 32Q: 3 clusters Score -1151358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1151370.750000 Penalty: 893.999817
	Iteration 33Q: 3 clusters Score -1151371 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -1151379.250000 Penalty: 893.999817
	Iteration 34Q: 3 clusters Score -1151379 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -1151391.875000 Penalty: 893.999817
	Iteration 35Q: 3 clusters Score -1151392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -1151399.250000 Penalty: 893.999817
	Iteration 36Q: 3 clusters Score -1151399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -1151408.250000 Penalty: 893.999817
	Iteration 37Q: 3 clusters Score -1151408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1151414.875000 Penalty: 893.999817
	Iteration 38Q: 3 clusters Score -1151415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -1151425.000000 Penalty: 893.999817
	Iteration 39Q: 3 clusters Score -1151425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -1151431.250000 Penalty: 893.999817
	Iteration 40F: 3 clusters Score -1151431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -1151437.750000 Penalty: 893.999817
	Iteration 41Q: 3 clusters Score -1151438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -1151440.750000 Penalty: 893.999817
	Iteration 42Q: 3 clusters Score -1151441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -1151449.250000 Penalty: 893.999817
	Iteration 43Q: 3 clusters Score -1151449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -1151457.125000 Penalty: 893.999817
	Iteration 44Q: 3 clusters Score -1151457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -1151470.375000 Penalty: 893.999817
	Iteration 45Q: 3 clusters Score -1151470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -1151474.000000 Penalty: 893.999817
	Iteration 46Q: 3 clusters Score -1151474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -1151480.625000 Penalty: 893.999817
	Iteration 47Q: 3 clusters Score -1151481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -1151488.125000 Penalty: 893.999817
	Iteration 48Q: 3 clusters Score -1151488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -1151497.500000 Penalty: 893.999817
	Iteration 49Q: 3 clusters Score -1151498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -1151504.000000 Penalty: 893.999817
	Iteration 50Q: 3 clusters Score -1151504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -1151509.125000 Penalty: 893.999817
	Iteration 51Q: 3 clusters Score -1151509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -1151512.375000 Penalty: 893.999817
	Iteration 52Q: 3 clusters Score -1151512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1151519.250000 Penalty: 893.999817
	Iteration 53Q: 3 clusters Score -1151519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -1151522.000000 Penalty: 893.999817
	Iteration 54Q: 3 clusters Score -1151522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -1151526.000000 Penalty: 893.999817
	Iteration 55Q: 3 clusters Score -1151526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -1151535.125000 Penalty: 893.999817
	Iteration 56Q: 3 clusters Score -1151535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1151538.875000 Penalty: 893.999817
	Iteration 57Q: 3 clusters Score -1151539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -1151544.375000 Penalty: 893.999817
	Iteration 58Q: 3 clusters Score -1151544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -1151549.250000 Penalty: 893.999817
	Iteration 59Q: 3 clusters Score -1151549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -1151553.875000 Penalty: 893.999817
	Iteration 60F: 3 clusters Score -1151554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -1151555.000000 Penalty: 893.999817
	Iteration 61Q: 3 clusters Score -1151555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -1151557.625000 Penalty: 893.999817
	Iteration 62Q: 3 clusters Score -1151558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -1151561.250000 Penalty: 893.999817
	Iteration 63Q: 3 clusters Score -1151561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -1151565.625000 Penalty: 893.999817
	Iteration 64Q: 3 clusters Score -1151566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -1151564.625000 Penalty: 893.999817
	Iteration 65Q: 3 clusters Score -1151565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -1151565.625000 Penalty: 893.999817
	Iteration 66Q: 3 clusters Score -1151566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -1151566.125000 Penalty: 893.999817
	Iteration 67Q: 3 clusters Score -1151566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -1151568.000000 Penalty: 893.999817
	Iteration 68Q: 3 clusters Score -1151568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -1151569.000000 Penalty: 893.999817
	Iteration 69Q: 3 clusters Score -1151569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -1151569.125000 Penalty: 893.999817
	Iteration 70Q: 3 clusters Score -1151569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -1151569.875000 Penalty: 893.999817
	Iteration 71Q: 3 clusters Score -1151570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -1151571.000000 Penalty: 893.999817
	Iteration 72Q: 3 clusters Score -1151571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -1151571.000000 Penalty: 893.999817
	Iteration 73F: 3 clusters Score -1151571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Entering Unmasked Estep 
Score: -2167820.750000 Penalty: 473.683990
	Iteration 0F: 2 clusters Score -2167821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2145546.750000 Penalty: 947.367981
	Iteration 0F: 3 clusters Score -2145547 nChanged 15929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2154839.500000 Penalty: 947.367981
	Iteration 1F: 3 clusters Score -2154840 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2155420.250000 Penalty: 947.367981
	Iteration 2Q: 3 clusters Score -2155420 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2156468.000000 Penalty: 947.367981
	Iteration 3F: 3 clusters Score -2156468 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2158319.500000 Penalty: 947.367981
	Iteration 4F: 3 clusters Score -2158320 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2160878.000000 Penalty: 947.367981
	Iteration 5F: 3 clusters Score -2160878 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2163430.250000 Penalty: 947.367981
	Iteration 6F: 3 clusters Score -2163430 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2165159.750000 Penalty: 947.367981
	Iteration 7F: 3 clusters Score -2165160 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2166054.000000 Penalty: 947.367981
	Iteration 8Q: 3 clusters Score -2166054 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2166746.000000 Penalty: 947.367981
	Iteration 9Q: 3 clusters Score -2166746 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2167284.500000 Penalty: 947.367981
	Iteration 10Q: 3 clusters Score -2167284 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2167616.500000 Penalty: 947.367981
	Iteration 11Q: 3 clusters Score -2167616 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2167778.750000 Penalty: 947.367981
	Iteration 12Q: 3 clusters Score -2167779 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2167852.250000 Penalty: 947.367981
	Iteration 13Q: 3 clusters Score -2167852 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2167884.000000 Penalty: 947.367981
	Iteration 14Q: 3 clusters Score -2167884 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2167907.500000 Penalty: 947.367981
	Iteration 15Q: 3 clusters Score -2167908 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2167911.250000 Penalty: 947.367981
	Iteration 16Q: 3 clusters Score -2167911 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2167916.500000 Penalty: 947.367981
	Iteration 17Q: 3 clusters Score -2167916 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2167918.500000 Penalty: 947.367981
	Iteration 18Q: 3 clusters Score -2167918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2167922.000000 Penalty: 947.367981
	Iteration 19Q: 3 clusters Score -2167922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2167924.750000 Penalty: 947.367981
	Iteration 20F: 3 clusters Score -2167925 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2167925.000000 Penalty: 947.367981
	Iteration 21Q: 3 clusters Score -2167925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2167919.250000 Penalty: 947.367981
	Iteration 22Q: 3 clusters Score -2167919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2167918.500000 Penalty: 947.367981
	Iteration 23Q: 3 clusters Score -2167918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2167922.000000 Penalty: 947.367981
	Iteration 24Q: 3 clusters Score -2167922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2167924.750000 Penalty: 947.367981
	Iteration 25Q: 3 clusters Score -2167925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2167928.250000 Penalty: 947.367981
	Iteration 26Q: 3 clusters Score -2167928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2167927.500000 Penalty: 947.367981
	Iteration 27Q: 3 clusters Score -2167928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2167925.750000 Penalty: 947.367981
	Iteration 28Q: 3 clusters Score -2167926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2167924.500000 Penalty: 947.367981
	Iteration 29Q: 3 clusters Score -2167924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -2167924.250000 Penalty: 947.367981
	Iteration 30Q: 3 clusters Score -2167924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2167927.250000 Penalty: 947.367981
	Iteration 31Q: 3 clusters Score -2167927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2167925.500000 Penalty: 947.367981
	Iteration 32Q: 3 clusters Score -2167926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2167925.250000 Penalty: 947.367981
	Iteration 33Q: 3 clusters Score -2167925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2167924.000000 Penalty: 947.367981
	Iteration 34Q: 3 clusters Score -2167924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2167925.500000 Penalty: 947.367981
	Iteration 35Q: 3 clusters Score -2167926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2167927.500000 Penalty: 947.367981
	Iteration 36Q: 3 clusters Score -2167928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2167927.000000 Penalty: 947.367981
	Iteration 37Q: 3 clusters Score -2167927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2167924.250000 Penalty: 947.367981
	Iteration 38Q: 3 clusters Score -2167924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2167921.750000 Penalty: 947.367981
	Iteration 39Q: 3 clusters Score -2167922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2167925.000000 Penalty: 947.367981
	Iteration 40F: 3 clusters Score -2167925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2167923.500000 Penalty: 947.367981
	Iteration 41Q: 3 clusters Score -2167924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2167923.500000 Penalty: 947.367981
	Iteration 42F: 3 clusters Score -2167924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 1427 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 3786 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18475 members 
Mstep: Class 10 contains 19982 members 
Mstep: Class 11 contains 36734 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 38581 members 
Mstep: Class 14 contains 69359 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20384 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 61553 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80589 members 
Mstep: Class 21 contains 13229 members 
Mstep: Class 22 contains 80876 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16208 members 
Mstep: Class 27 contains 3072 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 65813 members 
Mstep: Class 30 contains 6808 members 
Mstep: Class 31 contains 13561 members 
Mstep: Class 32 contains 1245 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22230 members 
Entering Unmasked Estep 
Score: -35871944.000000 Penalty: 20529.908203
Splitting cluster 10 changes total score from -35871404.000000 to -35871944.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 11 (36734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Entering Unmasked Estep 
Score: -2443211.500000 Penalty: 478.271362
	Iteration 0F: 2 clusters Score -2443212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2418538.250000 Penalty: 956.542725
	Iteration 0F: 3 clusters Score -2418538 nChanged 17617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2429308.000000 Penalty: 956.542725
	Iteration 1F: 3 clusters Score -2429308 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2429960.250000 Penalty: 956.542725
	Iteration 2Q: 3 clusters Score -2429960 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2430957.250000 Penalty: 956.542725
	Iteration 3F: 3 clusters Score -2430957 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2432784.250000 Penalty: 956.542725
	Iteration 4F: 3 clusters Score -2432784 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2435956.000000 Penalty: 956.542725
	Iteration 5F: 3 clusters Score -2435956 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2439355.500000 Penalty: 956.542725
	Iteration 6F: 3 clusters Score -2439356 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2441090.000000 Penalty: 956.542725
	Iteration 7F: 3 clusters Score -2441090 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2441806.000000 Penalty: 956.542725
	Iteration 8Q: 3 clusters Score -2441806 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2442181.000000 Penalty: 956.542725
	Iteration 9Q: 3 clusters Score -2442181 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2442409.750000 Penalty: 956.542725
	Iteration 10Q: 3 clusters Score -2442410 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2442487.750000 Penalty: 956.542725
	Iteration 11Q: 3 clusters Score -2442488 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2442536.500000 Penalty: 956.542725
	Iteration 12Q: 3 clusters Score -2442536 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2442555.500000 Penalty: 956.542725
	Iteration 13Q: 3 clusters Score -2442556 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2442571.500000 Penalty: 956.542725
	Iteration 14Q: 3 clusters Score -2442572 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2442589.750000 Penalty: 956.542725
	Iteration 15Q: 3 clusters Score -2442590 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2442586.250000 Penalty: 956.542725
	Iteration 16Q: 3 clusters Score -2442586 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2442581.750000 Penalty: 956.542725
	Iteration 17Q: 3 clusters Score -2442582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2442590.000000 Penalty: 956.542725
	Iteration 18Q: 3 clusters Score -2442590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2442581.000000 Penalty: 956.542725
	Iteration 19Q: 3 clusters Score -2442581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2442577.250000 Penalty: 956.542725
	Iteration 20F: 3 clusters Score -2442577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2442585.750000 Penalty: 956.542725
	Iteration 21Q: 3 clusters Score -2442586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2442583.250000 Penalty: 956.542725
	Iteration 22Q: 3 clusters Score -2442583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2442584.750000 Penalty: 956.542725
	Iteration 23Q: 3 clusters Score -2442585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2442586.250000 Penalty: 956.542725
	Iteration 24Q: 3 clusters Score -2442586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2442590.500000 Penalty: 956.542725
	Iteration 25Q: 3 clusters Score -2442590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2442588.000000 Penalty: 956.542725
	Iteration 26Q: 3 clusters Score -2442588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2442587.000000 Penalty: 956.542725
	Iteration 27Q: 3 clusters Score -2442587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2442586.000000 Penalty: 956.542725
	Iteration 28Q: 3 clusters Score -2442586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2442589.750000 Penalty: 956.542725
	Iteration 29Q: 3 clusters Score -2442590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2442587.500000 Penalty: 956.542725
	Iteration 30Q: 3 clusters Score -2442588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2442593.000000 Penalty: 956.542725
	Iteration 31Q: 3 clusters Score -2442593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2442592.500000 Penalty: 956.542725
	Iteration 32Q: 3 clusters Score -2442592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2442591.000000 Penalty: 956.542725
	Iteration 33Q: 3 clusters Score -2442591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2442593.500000 Penalty: 956.542725
	Iteration 34Q: 3 clusters Score -2442594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2442593.500000 Penalty: 956.542725
	Iteration 35F: 3 clusters Score -2442594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Entering Unmasked Estep 
Score: -2327740.750000 Penalty: 480.503448
	Iteration 0F: 2 clusters Score -2327741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2301896.750000 Penalty: 961.006897
	Iteration 0F: 3 clusters Score -2301897 nChanged 18699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2313247.000000 Penalty: 961.006897
	Iteration 1F: 3 clusters Score -2313247 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2314147.750000 Penalty: 961.006897
	Iteration 2Q: 3 clusters Score -2314148 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2315506.750000 Penalty: 961.006897
	Iteration 3F: 3 clusters Score -2315507 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2317363.500000 Penalty: 961.006897
	Iteration 4F: 3 clusters Score -2317364 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2319488.750000 Penalty: 961.006897
	Iteration 5F: 3 clusters Score -2319489 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2321321.750000 Penalty: 961.006897
	Iteration 6F: 3 clusters Score -2321322 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2322526.500000 Penalty: 961.006897
	Iteration 7Q: 3 clusters Score -2322526 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2323315.750000 Penalty: 961.006897
	Iteration 8Q: 3 clusters Score -2323316 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2323874.500000 Penalty: 961.006897
	Iteration 9Q: 3 clusters Score -2323874 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2324317.750000 Penalty: 961.006897
	Iteration 10Q: 3 clusters Score -2324318 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2324759.500000 Penalty: 961.006897
	Iteration 11Q: 3 clusters Score -2324760 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2325141.250000 Penalty: 961.006897
	Iteration 12Q: 3 clusters Score -2325141 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2325523.250000 Penalty: 961.006897
	Iteration 13Q: 3 clusters Score -2325523 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2325837.750000 Penalty: 961.006897
	Iteration 14Q: 3 clusters Score -2325838 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2326126.250000 Penalty: 961.006897
	Iteration 15Q: 3 clusters Score -2326126 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2326345.750000 Penalty: 961.006897
	Iteration 16Q: 3 clusters Score -2326346 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2326544.750000 Penalty: 961.006897
	Iteration 17Q: 3 clusters Score -2326545 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2326698.750000 Penalty: 961.006897
	Iteration 18Q: 3 clusters Score -2326699 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2326817.000000 Penalty: 961.006897
	Iteration 19Q: 3 clusters Score -2326817 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2326908.750000 Penalty: 961.006897
	Iteration 20F: 3 clusters Score -2326909 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2327005.000000 Penalty: 961.006897
	Iteration 21Q: 3 clusters Score -2327005 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2327064.500000 Penalty: 961.006897
	Iteration 22Q: 3 clusters Score -2327064 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2327126.750000 Penalty: 961.006897
	Iteration 23Q: 3 clusters Score -2327127 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2327173.000000 Penalty: 961.006897
	Iteration 24Q: 3 clusters Score -2327173 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2327210.000000 Penalty: 961.006897
	Iteration 25Q: 3 clusters Score -2327210 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2327242.000000 Penalty: 961.006897
	Iteration 26Q: 3 clusters Score -2327242 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2327254.000000 Penalty: 961.006897
	Iteration 27Q: 3 clusters Score -2327254 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2327267.500000 Penalty: 961.006897
	Iteration 28Q: 3 clusters Score -2327268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2327281.000000 Penalty: 961.006897
	Iteration 29Q: 3 clusters Score -2327281 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2327294.250000 Penalty: 961.006897
	Iteration 30Q: 3 clusters Score -2327294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2327304.500000 Penalty: 961.006897
	Iteration 31Q: 3 clusters Score -2327304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2327316.500000 Penalty: 961.006897
	Iteration 32Q: 3 clusters Score -2327316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2327326.500000 Penalty: 961.006897
	Iteration 33Q: 3 clusters Score -2327326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2327339.500000 Penalty: 961.006897
	Iteration 34Q: 3 clusters Score -2327340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2327344.250000 Penalty: 961.006897
	Iteration 35Q: 3 clusters Score -2327344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2327355.000000 Penalty: 961.006897
	Iteration 36Q: 3 clusters Score -2327355 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2327358.000000 Penalty: 961.006897
	Iteration 37Q: 3 clusters Score -2327358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2327363.750000 Penalty: 961.006897
	Iteration 38Q: 3 clusters Score -2327364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2327367.250000 Penalty: 961.006897
	Iteration 39Q: 3 clusters Score -2327367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2327373.000000 Penalty: 961.006897
	Iteration 40F: 3 clusters Score -2327373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2327379.000000 Penalty: 961.006897
	Iteration 41Q: 3 clusters Score -2327379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2327380.000000 Penalty: 961.006897
	Iteration 42Q: 3 clusters Score -2327380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2327385.500000 Penalty: 961.006897
	Iteration 43Q: 3 clusters Score -2327386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2327387.500000 Penalty: 961.006897
	Iteration 44Q: 3 clusters Score -2327388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2327386.000000 Penalty: 961.006897
	Iteration 45Q: 3 clusters Score -2327386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2327388.500000 Penalty: 961.006897
	Iteration 46Q: 3 clusters Score -2327388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2327385.500000 Penalty: 961.006897
	Iteration 47Q: 3 clusters Score -2327386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2327390.000000 Penalty: 961.006897
	Iteration 48Q: 3 clusters Score -2327390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2327389.250000 Penalty: 961.006897
	Iteration 49Q: 3 clusters Score -2327389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2327389.250000 Penalty: 961.006897
	Iteration 50Q: 3 clusters Score -2327389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2327389.750000 Penalty: 961.006897
	Iteration 51Q: 3 clusters Score -2327390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2327392.000000 Penalty: 961.006897
	Iteration 52Q: 3 clusters Score -2327392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2327390.250000 Penalty: 961.006897
	Iteration 53Q: 3 clusters Score -2327390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2327391.250000 Penalty: 961.006897
	Iteration 54Q: 3 clusters Score -2327391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2327391.250000 Penalty: 961.006897
	Iteration 55F: 3 clusters Score -2327391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -4514.493164 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -4514.493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4315.927734 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -4315.928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4370.574219 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -4370.574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4385.122070 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -4385.122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4404.216309 Penalty: 447.051605
	Iteration 3F: 3 clusters Score -4404.216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4418.684082 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -4418.684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4444.552734 Penalty: 447.051605
	Iteration 5F: 3 clusters Score -4444.553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4468.129883 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -4468.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4472.103027 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -4472.103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4472.103027 Penalty: 447.051605
	Iteration 8F: 3 clusters Score -4472.103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Entering Unmasked Estep 
Score: -1288825.375000 Penalty: 451.473999
	Iteration 0F: 2 clusters Score -1288825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1275287.875000 Penalty: 902.947998
	Iteration 0F: 3 clusters Score -1275288 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1280949.875000 Penalty: 902.947998
	Iteration 1F: 3 clusters Score -1280950 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1281256.000000 Penalty: 902.947998
	Iteration 2Q: 3 clusters Score -1281256 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1281652.750000 Penalty: 902.947998
	Iteration 3Q: 3 clusters Score -1281653 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1282243.125000 Penalty: 902.947998
	Iteration 4Q: 3 clusters Score -1282243 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1283151.125000 Penalty: 902.947998
	Iteration 5F: 3 clusters Score -1283151 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1284267.375000 Penalty: 902.947998
	Iteration 6F: 3 clusters Score -1284267 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1285364.625000 Penalty: 902.947998
	Iteration 7F: 3 clusters Score -1285365 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1286160.375000 Penalty: 902.947998
	Iteration 8Q: 3 clusters Score -1286160 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1286725.125000 Penalty: 902.947998
	Iteration 9Q: 3 clusters Score -1286725 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1287164.500000 Penalty: 902.947998
	Iteration 10Q: 3 clusters Score -1287164 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1287506.000000 Penalty: 902.947998
	Iteration 11Q: 3 clusters Score -1287506 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1287784.250000 Penalty: 902.947998
	Iteration 12Q: 3 clusters Score -1287784 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1288017.625000 Penalty: 902.947998
	Iteration 13Q: 3 clusters Score -1288018 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1288147.625000 Penalty: 902.947998
	Iteration 14Q: 3 clusters Score -1288148 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1288235.000000 Penalty: 902.947998
	Iteration 15Q: 3 clusters Score -1288235 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1288297.500000 Penalty: 902.947998
	Iteration 16Q: 3 clusters Score -1288298 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1288347.125000 Penalty: 902.947998
	Iteration 17Q: 3 clusters Score -1288347 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1288373.125000 Penalty: 902.947998
	Iteration 18Q: 3 clusters Score -1288373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1288396.875000 Penalty: 902.947998
	Iteration 19Q: 3 clusters Score -1288397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1288412.500000 Penalty: 902.947998
	Iteration 20F: 3 clusters Score -1288412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1288426.000000 Penalty: 902.947998
	Iteration 21Q: 3 clusters Score -1288426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1288431.125000 Penalty: 902.947998
	Iteration 22Q: 3 clusters Score -1288431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1288433.375000 Penalty: 902.947998
	Iteration 23Q: 3 clusters Score -1288433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1288436.875000 Penalty: 902.947998
	Iteration 24Q: 3 clusters Score -1288437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1288439.375000 Penalty: 902.947998
	Iteration 25Q: 3 clusters Score -1288439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1288441.125000 Penalty: 902.947998
	Iteration 26Q: 3 clusters Score -1288441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1288446.000000 Penalty: 902.947998
	Iteration 27Q: 3 clusters Score -1288446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -1288447.250000 Penalty: 902.947998
	Iteration 28Q: 3 clusters Score -1288447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -1288447.750000 Penalty: 902.947998
	Iteration 29Q: 3 clusters Score -1288448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1288449.375000 Penalty: 902.947998
	Iteration 30Q: 3 clusters Score -1288449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -1288449.125000 Penalty: 902.947998
	Iteration 31Q: 3 clusters Score -1288449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1288450.625000 Penalty: 902.947998
	Iteration 32Q: 3 clusters Score -1288451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1288450.375000 Penalty: 902.947998
	Iteration 33Q: 3 clusters Score -1288450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1288451.875000 Penalty: 902.947998
	Iteration 34Q: 3 clusters Score -1288452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1288453.625000 Penalty: 902.947998
	Iteration 35Q: 3 clusters Score -1288454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1288453.625000 Penalty: 902.947998
	Iteration 36Q: 3 clusters Score -1288454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1288455.375000 Penalty: 902.947998
	Iteration 37Q: 3 clusters Score -1288455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1288455.500000 Penalty: 902.947998
	Iteration 38Q: 3 clusters Score -1288456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1288458.625000 Penalty: 902.947998
	Iteration 39Q: 3 clusters Score -1288459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1288459.500000 Penalty: 902.947998
	Iteration 40F: 3 clusters Score -1288460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1288463.250000 Penalty: 902.947998
	Iteration 41Q: 3 clusters Score -1288463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1288468.375000 Penalty: 902.947998
	Iteration 42Q: 3 clusters Score -1288468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1288468.125000 Penalty: 902.947998
	Iteration 43Q: 3 clusters Score -1288468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1288468.125000 Penalty: 902.947998
	Iteration 44F: 3 clusters Score -1288468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -67964.539062 Penalty: 320.144745
	Iteration 0F: 2 clusters Score -67964.54 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 558 members 
Entering Unmasked Estep 
Score: -67078.851562 Penalty: 640.289490
	Iteration 0F: 3 clusters Score -67078.85 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -67340.992188 Penalty: 640.289490
	Iteration 1F: 3 clusters Score -67340.99 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -67430.976562 Penalty: 640.289490
	Iteration 2F: 3 clusters Score -67430.98 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -67488.250000 Penalty: 640.289490
	Iteration 3F: 3 clusters Score -67488.25 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -67525.179688 Penalty: 640.289490
	Iteration 4F: 3 clusters Score -67525.18 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67556.367188 Penalty: 640.289490
	Iteration 5Q: 3 clusters Score -67556.37 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67594.250000 Penalty: 640.289490
	Iteration 6Q: 3 clusters Score -67594.25 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -67636.539062 Penalty: 640.289490
	Iteration 7Q: 3 clusters Score -67636.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67664.375000 Penalty: 640.289490
	Iteration 8Q: 3 clusters Score -67664.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -67698.726562 Penalty: 640.289490
	Iteration 9Q: 3 clusters Score -67698.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -67729.351562 Penalty: 640.289490
	Iteration 10Q: 3 clusters Score -67729.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -67743.906250 Penalty: 640.289490
	Iteration 11Q: 3 clusters Score -67743.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -67754.562500 Penalty: 640.289490
	Iteration 12Q: 3 clusters Score -67754.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -67770.234375 Penalty: 640.289490
	Iteration 13Q: 3 clusters Score -67770.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -67782.562500 Penalty: 640.289490
	Iteration 14Q: 3 clusters Score -67782.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -67787.539062 Penalty: 640.289490
	Iteration 15Q: 3 clusters Score -67787.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -67790.578125 Penalty: 640.289490
	Iteration 16Q: 3 clusters Score -67790.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -67790.992188 Penalty: 640.289490
	Iteration 17Q: 3 clusters Score -67790.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -67790.992188 Penalty: 640.289490
	Iteration 18F: 3 clusters Score -67790.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Entering Unmasked Estep 
Score: -4067566.000000 Penalty: 501.758240
	Iteration 0F: 2 clusters Score -4067566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -4027227.750000 Penalty: 1003.516479
	Iteration 0F: 3 clusters Score -4027228 nChanged 30030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -4046218.250000 Penalty: 1003.516479
	Iteration 1F: 3 clusters Score -4046218 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -4048240.250000 Penalty: 1003.516479
	Iteration 2F: 3 clusters Score -4048240 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -4051901.500000 Penalty: 1003.516479
	Iteration 3F: 3 clusters Score -4051902 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -4057240.250000 Penalty: 1003.516479
	Iteration 4F: 3 clusters Score -4057240 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -4061358.250000 Penalty: 1003.516479
	Iteration 5F: 3 clusters Score -4061358 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -4063711.500000 Penalty: 1003.516479
	Iteration 6Q: 3 clusters Score -4063712 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -4065424.750000 Penalty: 1003.516479
	Iteration 7Q: 3 clusters Score -4065425 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -4066657.500000 Penalty: 1003.516479
	Iteration 8Q: 3 clusters Score -4066658 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -4067394.250000 Penalty: 1003.516479
	Iteration 9Q: 3 clusters Score -4067394 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -4067734.500000 Penalty: 1003.516479
	Iteration 10Q: 3 clusters Score -4067734 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -4067932.500000 Penalty: 1003.516479
	Iteration 11Q: 3 clusters Score -4067932 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -4068011.250000 Penalty: 1003.516479
	Iteration 12Q: 3 clusters Score -4068011 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -4068051.500000 Penalty: 1003.516479
	Iteration 13Q: 3 clusters Score -4068052 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -4068085.250000 Penalty: 1003.516479
	Iteration 14Q: 3 clusters Score -4068085 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -4068093.250000 Penalty: 1003.516479
	Iteration 15Q: 3 clusters Score -4068093 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -4068120.000000 Penalty: 1003.516479
	Iteration 16Q: 3 clusters Score -4068120 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -4068127.000000 Penalty: 1003.516479
	Iteration 17Q: 3 clusters Score -4068127 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -4068121.500000 Penalty: 1003.516479
	Iteration 18Q: 3 clusters Score -4068122 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -4068120.750000 Penalty: 1003.516479
	Iteration 19Q: 3 clusters Score -4068121 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -4068136.500000 Penalty: 1003.516479
	Iteration 20F: 3 clusters Score -4068136 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -4068119.000000 Penalty: 1003.516479
	Iteration 21Q: 3 clusters Score -4068119 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -4068132.500000 Penalty: 1003.516479
	Iteration 22Q: 3 clusters Score -4068132 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -4068132.250000 Penalty: 1003.516479
	Iteration 23Q: 3 clusters Score -4068132 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -4068118.000000 Penalty: 1003.516479
	Iteration 24Q: 3 clusters Score -4068118 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -4068119.000000 Penalty: 1003.516479
	Iteration 25Q: 3 clusters Score -4068119 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -4068122.500000 Penalty: 1003.516479
	Iteration 26Q: 3 clusters Score -4068122 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -4068125.500000 Penalty: 1003.516479
	Iteration 27Q: 3 clusters Score -4068126 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -4068121.500000 Penalty: 1003.516479
	Iteration 28Q: 3 clusters Score -4068122 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -4068119.250000 Penalty: 1003.516479
	Iteration 29Q: 3 clusters Score -4068119 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -4068130.250000 Penalty: 1003.516479
	Iteration 30Q: 3 clusters Score -4068130 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -4068115.500000 Penalty: 1003.516479
	Iteration 31Q: 3 clusters Score -4068116 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -4068127.500000 Penalty: 1003.516479
	Iteration 32Q: 3 clusters Score -4068128 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -4068113.000000 Penalty: 1003.516479
	Iteration 33Q: 3 clusters Score -4068113 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -4068115.000000 Penalty: 1003.516479
	Iteration 34Q: 3 clusters Score -4068115 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -4068120.250000 Penalty: 1003.516479
	Iteration 35Q: 3 clusters Score -4068120 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -4068102.250000 Penalty: 1003.516479
	Iteration 36Q: 3 clusters Score -4068102 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -4068113.000000 Penalty: 1003.516479
	Iteration 37Q: 3 clusters Score -4068113 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -4068109.500000 Penalty: 1003.516479
	Iteration 38Q: 3 clusters Score -4068110 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -4068114.000000 Penalty: 1003.516479
	Iteration 39Q: 3 clusters Score -4068114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -4068118.500000 Penalty: 1003.516479
	Iteration 40F: 3 clusters Score -4068118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -4068113.750000 Penalty: 1003.516479
	Iteration 41Q: 3 clusters Score -4068114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -4068113.000000 Penalty: 1003.516479
	Iteration 42Q: 3 clusters Score -4068113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -4068116.000000 Penalty: 1003.516479
	Iteration 43Q: 3 clusters Score -4068116 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -4068115.750000 Penalty: 1003.516479
	Iteration 44Q: 3 clusters Score -4068116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -4068110.000000 Penalty: 1003.516479
	Iteration 45Q: 3 clusters Score -4068110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -4068107.250000 Penalty: 1003.516479
	Iteration 46Q: 3 clusters Score -4068107 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -4068106.250000 Penalty: 1003.516479
	Iteration 47Q: 3 clusters Score -4068106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -4068107.000000 Penalty: 1003.516479
	Iteration 48Q: 3 clusters Score -4068107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -4068105.000000 Penalty: 1003.516479
	Iteration 49Q: 3 clusters Score -4068105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -4068098.500000 Penalty: 1003.516479
	Iteration 50Q: 3 clusters Score -4068098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -4068101.500000 Penalty: 1003.516479
	Iteration 51Q: 3 clusters Score -4068102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -4068102.750000 Penalty: 1003.516479
	Iteration 52Q: 3 clusters Score -4068103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -4068099.000000 Penalty: 1003.516479
	Iteration 53Q: 3 clusters Score -4068099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -4068099.750000 Penalty: 1003.516479
	Iteration 54Q: 3 clusters Score -4068100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -4068095.750000 Penalty: 1003.516479
	Iteration 55Q: 3 clusters Score -4068096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -4068095.750000 Penalty: 1003.516479
	Iteration 56F: 3 clusters Score -4068096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 1427 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 3786 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18475 members 
Mstep: Class 10 contains 19982 members 
Mstep: Class 11 contains 36734 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 38581 members 
Mstep: Class 14 contains 69359 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20384 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 37393 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80589 members 
Mstep: Class 21 contains 13229 members 
Mstep: Class 22 contains 80876 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16208 members 
Mstep: Class 27 contains 3072 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 65813 members 
Mstep: Class 30 contains 6808 members 
Mstep: Class 31 contains 13561 members 
Mstep: Class 32 contains 1245 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22230 members 
Mstep: Class 35 contains 24160 members 
Entering Unmasked Estep 
Score: -35872240.000000 Penalty: 21133.728516
Splitting cluster 18 changes total score from -35871404.000000 to -35872240.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -7275.728516 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -7275.729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7054.494629 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -7054.495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7097.750488 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -7097.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7107.672363 Penalty: 441.534760
	Iteration 2Q: 3 clusters Score -7107.672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7114.269043 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -7114.269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7118.360840 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -7118.361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7120.542480 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -7120.542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7125.569824 Penalty: 441.534760
	Iteration 6Q: 3 clusters Score -7125.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7127.242676 Penalty: 441.534760
	Iteration 7Q: 3 clusters Score -7127.243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7127.242676 Penalty: 441.534760
	Iteration 8F: 3 clusters Score -7127.243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (80589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80589 members 
Entering Unmasked Estep 
Score: -5321429.000000 Penalty: 514.018860
	Iteration 0F: 2 clusters Score -5321429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -5267955.500000 Penalty: 1028.037720
	Iteration 0F: 3 clusters Score -5267956 nChanged 39410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -5294379.500000 Penalty: 1028.037720
	Iteration 1F: 3 clusters Score -5294380 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -5300406.000000 Penalty: 1028.037720
	Iteration 2F: 3 clusters Score -5300406 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -5312202.500000 Penalty: 1028.037720
	Iteration 3F: 3 clusters Score -5312202 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -5319070.500000 Penalty: 1028.037720
	Iteration 4F: 3 clusters Score -5319070 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -5320121.500000 Penalty: 1028.037720
	Iteration 5Q: 3 clusters Score -5320122 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -5320395.000000 Penalty: 1028.037720
	Iteration 6Q: 3 clusters Score -5320395 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -5320458.500000 Penalty: 1028.037720
	Iteration 7Q: 3 clusters Score -5320458 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -5320465.000000 Penalty: 1028.037720
	Iteration 8Q: 3 clusters Score -5320465 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -5320472.500000 Penalty: 1028.037720
	Iteration 9Q: 3 clusters Score -5320472 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -5320460.500000 Penalty: 1028.037720
	Iteration 10Q: 3 clusters Score -5320460 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -5320367.000000 Penalty: 1028.037720
	Iteration 11Q: 3 clusters Score -5320367 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -5320445.000000 Penalty: 1028.037720
	Iteration 12Q: 3 clusters Score -5320445 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -5320470.500000 Penalty: 1028.037720
	Iteration 13Q: 3 clusters Score -5320470 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47730 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -5320435.000000 Penalty: 1028.037720
	Iteration 14Q: 3 clusters Score -5320435 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -5320564.500000 Penalty: 1028.037720
	Iteration 15Q: 3 clusters Score -5320564 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -5320580.000000 Penalty: 1028.037720
	Iteration 16Q: 3 clusters Score -5320580 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -5320622.500000 Penalty: 1028.037720
	Iteration 17Q: 3 clusters Score -5320622 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -5320637.000000 Penalty: 1028.037720
	Iteration 18Q: 3 clusters Score -5320637 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -5320655.000000 Penalty: 1028.037720
	Iteration 19Q: 3 clusters Score -5320655 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -5320662.000000 Penalty: 1028.037720
	Iteration 20F: 3 clusters Score -5320662 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -5320656.000000 Penalty: 1028.037720
	Iteration 21Q: 3 clusters Score -5320656 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -5320675.000000 Penalty: 1028.037720
	Iteration 22Q: 3 clusters Score -5320675 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -5320692.500000 Penalty: 1028.037720
	Iteration 23Q: 3 clusters Score -5320692 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -5320683.500000 Penalty: 1028.037720
	Iteration 24Q: 3 clusters Score -5320684 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -5320746.500000 Penalty: 1028.037720
	Iteration 25Q: 3 clusters Score -5320746 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52156 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -5320707.500000 Penalty: 1028.037720
	Iteration 26Q: 3 clusters Score -5320708 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -5320685.500000 Penalty: 1028.037720
	Iteration 27Q: 3 clusters Score -5320686 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -5320671.000000 Penalty: 1028.037720
	Iteration 28Q: 3 clusters Score -5320671 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -5320685.500000 Penalty: 1028.037720
	Iteration 29Q: 3 clusters Score -5320686 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -5320702.000000 Penalty: 1028.037720
	Iteration 30Q: 3 clusters Score -5320702 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -5320677.500000 Penalty: 1028.037720
	Iteration 31Q: 3 clusters Score -5320678 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -5320632.500000 Penalty: 1028.037720
	Iteration 32Q: 3 clusters Score -5320632 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -5320675.500000 Penalty: 1028.037720
	Iteration 33Q: 3 clusters Score -5320676 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54263 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -5320650.000000 Penalty: 1028.037720
	Iteration 34Q: 3 clusters Score -5320650 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -5320639.000000 Penalty: 1028.037720
	Iteration 35Q: 3 clusters Score -5320639 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -5320647.500000 Penalty: 1028.037720
	Iteration 36Q: 3 clusters Score -5320648 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -5320661.000000 Penalty: 1028.037720
	Iteration 37Q: 3 clusters Score -5320661 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -5320654.500000 Penalty: 1028.037720
	Iteration 38Q: 3 clusters Score -5320654 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -5320660.000000 Penalty: 1028.037720
	Iteration 39Q: 3 clusters Score -5320660 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -5320654.500000 Penalty: 1028.037720
	Iteration 40F: 3 clusters Score -5320654 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55295 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -5320621.500000 Penalty: 1028.037720
	Iteration 41Q: 3 clusters Score -5320622 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -5320628.000000 Penalty: 1028.037720
	Iteration 42Q: 3 clusters Score -5320628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -5320628.000000 Penalty: 1028.037720
	Iteration 43Q: 3 clusters Score -5320628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -5320627.000000 Penalty: 1028.037720
	Iteration 44Q: 3 clusters Score -5320627 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -5320617.000000 Penalty: 1028.037720
	Iteration 45Q: 3 clusters Score -5320617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -5320614.000000 Penalty: 1028.037720
	Iteration 46Q: 3 clusters Score -5320614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -5320613.000000 Penalty: 1028.037720
	Iteration 47Q: 3 clusters Score -5320613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -5320605.000000 Penalty: 1028.037720
	Iteration 48Q: 3 clusters Score -5320605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55640 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -5320613.000000 Penalty: 1028.037720
	Iteration 49Q: 3 clusters Score -5320613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -5320606.000000 Penalty: 1028.037720
	Iteration 50Q: 3 clusters Score -5320606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -5320596.500000 Penalty: 1028.037720
	Iteration 51Q: 3 clusters Score -5320596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -5320588.000000 Penalty: 1028.037720
	Iteration 52Q: 3 clusters Score -5320588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -5320594.000000 Penalty: 1028.037720
	Iteration 53Q: 3 clusters Score -5320594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55775 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -5320586.500000 Penalty: 1028.037720
	Iteration 54Q: 3 clusters Score -5320586 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -5320594.500000 Penalty: 1028.037720
	Iteration 55Q: 3 clusters Score -5320594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -5320582.500000 Penalty: 1028.037720
	Iteration 56Q: 3 clusters Score -5320582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -5320615.000000 Penalty: 1028.037720
	Iteration 57Q: 3 clusters Score -5320615 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -5320599.500000 Penalty: 1028.037720
	Iteration 58Q: 3 clusters Score -5320600 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -5320613.000000 Penalty: 1028.037720
	Iteration 59Q: 3 clusters Score -5320613 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -5320618.000000 Penalty: 1028.037720
	Iteration 60F: 3 clusters Score -5320618 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -5320623.500000 Penalty: 1028.037720
	Iteration 61Q: 3 clusters Score -5320624 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -5320650.000000 Penalty: 1028.037720
	Iteration 62Q: 3 clusters Score -5320650 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -5320652.000000 Penalty: 1028.037720
	Iteration 63Q: 3 clusters Score -5320652 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -5320640.500000 Penalty: 1028.037720
	Iteration 64Q: 3 clusters Score -5320640 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -5320619.500000 Penalty: 1028.037720
	Iteration 65Q: 3 clusters Score -5320620 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57008 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -5320621.000000 Penalty: 1028.037720
	Iteration 66Q: 3 clusters Score -5320621 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -5320655.500000 Penalty: 1028.037720
	Iteration 67Q: 3 clusters Score -5320656 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -5320685.500000 Penalty: 1028.037720
	Iteration 68Q: 3 clusters Score -5320686 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -5320650.000000 Penalty: 1028.037720
	Iteration 69Q: 3 clusters Score -5320650 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -5320629.000000 Penalty: 1028.037720
	Iteration 70Q: 3 clusters Score -5320629 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -5320641.500000 Penalty: 1028.037720
	Iteration 71Q: 3 clusters Score -5320642 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -5320639.000000 Penalty: 1028.037720
	Iteration 72Q: 3 clusters Score -5320639 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -5320645.500000 Penalty: 1028.037720
	Iteration 73Q: 3 clusters Score -5320646 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -5320690.000000 Penalty: 1028.037720
	Iteration 74Q: 3 clusters Score -5320690 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -5320739.500000 Penalty: 1028.037720
	Iteration 75Q: 3 clusters Score -5320740 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -5320754.500000 Penalty: 1028.037720
	Iteration 76Q: 3 clusters Score -5320754 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60836 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -5320760.000000 Penalty: 1028.037720
	Iteration 77Q: 3 clusters Score -5320760 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61277 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -5320767.000000 Penalty: 1028.037720
	Iteration 78Q: 3 clusters Score -5320767 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -5320779.500000 Penalty: 1028.037720
	Iteration 79Q: 3 clusters Score -5320780 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -5320757.500000 Penalty: 1028.037720
	Iteration 80F: 3 clusters Score -5320758 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62485 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -5320768.500000 Penalty: 1028.037720
	Iteration 81Q: 3 clusters Score -5320768 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -5320765.500000 Penalty: 1028.037720
	Iteration 82Q: 3 clusters Score -5320766 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -5320756.500000 Penalty: 1028.037720
	Iteration 83Q: 3 clusters Score -5320756 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63838 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -5320782.500000 Penalty: 1028.037720
	Iteration 84Q: 3 clusters Score -5320782 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64315 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -5320785.500000 Penalty: 1028.037720
	Iteration 85Q: 3 clusters Score -5320786 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -5320796.000000 Penalty: 1028.037720
	Iteration 86Q: 3 clusters Score -5320796 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65121 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -5320802.000000 Penalty: 1028.037720
	Iteration 87Q: 3 clusters Score -5320802 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65486 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -5320818.000000 Penalty: 1028.037720
	Iteration 88Q: 3 clusters Score -5320818 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -5320818.500000 Penalty: 1028.037720
	Iteration 89Q: 3 clusters Score -5320818 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66143 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -5320817.000000 Penalty: 1028.037720
	Iteration 90Q: 3 clusters Score -5320817 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -5320823.000000 Penalty: 1028.037720
	Iteration 91Q: 3 clusters Score -5320823 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66643 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -5320817.000000 Penalty: 1028.037720
	Iteration 92Q: 3 clusters Score -5320817 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66879 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -5320787.500000 Penalty: 1028.037720
	Iteration 93Q: 3 clusters Score -5320788 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67031 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -5320788.500000 Penalty: 1028.037720
	Iteration 94Q: 3 clusters Score -5320788 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -5320761.500000 Penalty: 1028.037720
	Iteration 95Q: 3 clusters Score -5320762 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67422 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -5320761.000000 Penalty: 1028.037720
	Iteration 96Q: 3 clusters Score -5320761 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67589 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -5320770.000000 Penalty: 1028.037720
	Iteration 97Q: 3 clusters Score -5320770 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -5320760.000000 Penalty: 1028.037720
	Iteration 98Q: 3 clusters Score -5320760 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -5320763.000000 Penalty: 1028.037720
	Iteration 99Q: 3 clusters Score -5320763 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68225 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -5320770.500000 Penalty: 1028.037720
	Iteration 100F: 3 clusters Score -5320770 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -5320770.000000 Penalty: 1028.037720
	Iteration 101Q: 3 clusters Score -5320770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -5320783.000000 Penalty: 1028.037720
	Iteration 102Q: 3 clusters Score -5320783 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68484 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -5320779.000000 Penalty: 1028.037720
	Iteration 103Q: 3 clusters Score -5320779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -5320779.500000 Penalty: 1028.037720
	Iteration 104Q: 3 clusters Score -5320780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68481 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -5320775.000000 Penalty: 1028.037720
	Iteration 105Q: 3 clusters Score -5320775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68471 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -5320778.500000 Penalty: 1028.037720
	Iteration 106Q: 3 clusters Score -5320778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68469 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -5320778.000000 Penalty: 1028.037720
	Iteration 107Q: 3 clusters Score -5320778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68471 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -5320782.000000 Penalty: 1028.037720
	Iteration 108Q: 3 clusters Score -5320782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68469 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -5320785.500000 Penalty: 1028.037720
	Iteration 109Q: 3 clusters Score -5320786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -5320786.500000 Penalty: 1028.037720
	Iteration 110Q: 3 clusters Score -5320786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -5320786.500000 Penalty: 1028.037720
	Iteration 111F: 3 clusters Score -5320786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (80876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80876 members 
Entering Unmasked Estep 
Score: -5346504.000000 Penalty: 514.180603
	Iteration 0F: 2 clusters Score -5346504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -5292577.000000 Penalty: 1028.361206
	Iteration 0F: 3 clusters Score -5292577 nChanged 39641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -5320035.000000 Penalty: 1028.361206
	Iteration 1F: 3 clusters Score -5320035 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -5325640.000000 Penalty: 1028.361206
	Iteration 2F: 3 clusters Score -5325640 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -5333937.500000 Penalty: 1028.361206
	Iteration 3F: 3 clusters Score -5333938 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -5340267.500000 Penalty: 1028.361206
	Iteration 4F: 3 clusters Score -5340268 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -5343002.500000 Penalty: 1028.361206
	Iteration 5Q: 3 clusters Score -5343002 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -5344291.000000 Penalty: 1028.361206
	Iteration 6Q: 3 clusters Score -5344291 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -5344926.500000 Penalty: 1028.361206
	Iteration 7Q: 3 clusters Score -5344926 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -5345225.500000 Penalty: 1028.361206
	Iteration 8Q: 3 clusters Score -5345226 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -5345393.500000 Penalty: 1028.361206
	Iteration 9Q: 3 clusters Score -5345394 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -5345488.500000 Penalty: 1028.361206
	Iteration 10Q: 3 clusters Score -5345488 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -5345530.500000 Penalty: 1028.361206
	Iteration 11Q: 3 clusters Score -5345530 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -5345631.500000 Penalty: 1028.361206
	Iteration 12Q: 3 clusters Score -5345632 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -5345637.500000 Penalty: 1028.361206
	Iteration 13Q: 3 clusters Score -5345638 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -5345607.500000 Penalty: 1028.361206
	Iteration 14Q: 3 clusters Score -5345608 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -5345661.500000 Penalty: 1028.361206
	Iteration 15Q: 3 clusters Score -5345662 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -5345674.500000 Penalty: 1028.361206
	Iteration 16Q: 3 clusters Score -5345674 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -5345765.000000 Penalty: 1028.361206
	Iteration 17Q: 3 clusters Score -5345765 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -5345789.500000 Penalty: 1028.361206
	Iteration 18Q: 3 clusters Score -5345790 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -5345895.000000 Penalty: 1028.361206
	Iteration 19Q: 3 clusters Score -5345895 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -5345922.000000 Penalty: 1028.361206
	Iteration 20F: 3 clusters Score -5345922 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -5345837.500000 Penalty: 1028.361206
	Iteration 21Q: 3 clusters Score -5345838 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -5345775.500000 Penalty: 1028.361206
	Iteration 22Q: 3 clusters Score -5345776 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -5345693.000000 Penalty: 1028.361206
	Iteration 23Q: 3 clusters Score -5345693 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -5345656.500000 Penalty: 1028.361206
	Iteration 24Q: 3 clusters Score -5345656 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -5345506.500000 Penalty: 1028.361206
	Iteration 25Q: 3 clusters Score -5345506 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -5345570.000000 Penalty: 1028.361206
	Iteration 26Q: 3 clusters Score -5345570 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -5345666.000000 Penalty: 1028.361206
	Iteration 27Q: 3 clusters Score -5345666 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -5345612.000000 Penalty: 1028.361206
	Iteration 28Q: 3 clusters Score -5345612 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -5345615.000000 Penalty: 1028.361206
	Iteration 29Q: 3 clusters Score -5345615 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -5345648.500000 Penalty: 1028.361206
	Iteration 30Q: 3 clusters Score -5345648 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -5345729.500000 Penalty: 1028.361206
	Iteration 31Q: 3 clusters Score -5345730 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -5345788.500000 Penalty: 1028.361206
	Iteration 32Q: 3 clusters Score -5345788 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -5345878.500000 Penalty: 1028.361206
	Iteration 33Q: 3 clusters Score -5345878 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -5345883.500000 Penalty: 1028.361206
	Iteration 34Q: 3 clusters Score -5345884 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 52940 members 
Entering Unmasked Estep 
Score: -5345887.000000 Penalty: 1028.361206
	Iteration 35Q: 3 clusters Score -5345887 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -5345885.000000 Penalty: 1028.361206
	Iteration 36Q: 3 clusters Score -5345885 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -5345924.000000 Penalty: 1028.361206
	Iteration 37Q: 3 clusters Score -5345924 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 54932 members 
Entering Unmasked Estep 
Score: -5345883.500000 Penalty: 1028.361206
	Iteration 38Q: 3 clusters Score -5345884 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -5345879.000000 Penalty: 1028.361206
	Iteration 39Q: 3 clusters Score -5345879 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -5345839.000000 Penalty: 1028.361206
	Iteration 40F: 3 clusters Score -5345839 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 56832 members 
Entering Unmasked Estep 
Score: -5345846.500000 Penalty: 1028.361206
	Iteration 41Q: 3 clusters Score -5345846 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 57431 members 
Entering Unmasked Estep 
Score: -5345859.000000 Penalty: 1028.361206
	Iteration 42Q: 3 clusters Score -5345859 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 58056 members 
Entering Unmasked Estep 
Score: -5345894.500000 Penalty: 1028.361206
	Iteration 43Q: 3 clusters Score -5345894 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 58656 members 
Entering Unmasked Estep 
Score: -5345893.500000 Penalty: 1028.361206
	Iteration 44Q: 3 clusters Score -5345894 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -5345907.500000 Penalty: 1028.361206
	Iteration 45Q: 3 clusters Score -5345908 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
Score: -5345921.500000 Penalty: 1028.361206
	Iteration 46Q: 3 clusters Score -5345922 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 60550 members 
Entering Unmasked Estep 
Score: -5345928.500000 Penalty: 1028.361206
	Iteration 47Q: 3 clusters Score -5345928 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -5345914.000000 Penalty: 1028.361206
	Iteration 48Q: 3 clusters Score -5345914 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 61716 members 
Entering Unmasked Estep 
Score: -5345919.000000 Penalty: 1028.361206
	Iteration 49Q: 3 clusters Score -5345919 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -5345933.500000 Penalty: 1028.361206
	Iteration 50Q: 3 clusters Score -5345934 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 62888 members 
Entering Unmasked Estep 
Score: -5345946.000000 Penalty: 1028.361206
	Iteration 51Q: 3 clusters Score -5345946 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -5345921.500000 Penalty: 1028.361206
	Iteration 52Q: 3 clusters Score -5345922 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -5345899.500000 Penalty: 1028.361206
	Iteration 53Q: 3 clusters Score -5345900 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 64403 members 
Entering Unmasked Estep 
Score: -5345912.500000 Penalty: 1028.361206
	Iteration 54Q: 3 clusters Score -5345912 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -5345915.000000 Penalty: 1028.361206
	Iteration 55Q: 3 clusters Score -5345915 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -5345900.500000 Penalty: 1028.361206
	Iteration 56Q: 3 clusters Score -5345900 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 65527 members 
Entering Unmasked Estep 
Score: -5345882.000000 Penalty: 1028.361206
	Iteration 57Q: 3 clusters Score -5345882 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -5345893.500000 Penalty: 1028.361206
	Iteration 58Q: 3 clusters Score -5345894 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 66280 members 
Entering Unmasked Estep 
Score: -5345879.000000 Penalty: 1028.361206
	Iteration 59Q: 3 clusters Score -5345879 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 66672 members 
Entering Unmasked Estep 
Score: -5345894.500000 Penalty: 1028.361206
	Iteration 60F: 3 clusters Score -5345894 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -5345902.500000 Penalty: 1028.361206
	Iteration 61Q: 3 clusters Score -5345902 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 67218 members 
Entering Unmasked Estep 
Score: -5345897.000000 Penalty: 1028.361206
	Iteration 62Q: 3 clusters Score -5345897 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
Score: -5345919.000000 Penalty: 1028.361206
	Iteration 63Q: 3 clusters Score -5345919 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -5345937.500000 Penalty: 1028.361206
	Iteration 64Q: 3 clusters Score -5345938 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 67966 members 
Entering Unmasked Estep 
Score: -5345934.000000 Penalty: 1028.361206
	Iteration 65Q: 3 clusters Score -5345934 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 68133 members 
Entering Unmasked Estep 
Score: -5345953.500000 Penalty: 1028.361206
	Iteration 66Q: 3 clusters Score -5345954 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 68269 members 
Entering Unmasked Estep 
Score: -5345970.500000 Penalty: 1028.361206
	Iteration 67Q: 3 clusters Score -5345970 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 68405 members 
Entering Unmasked Estep 
Score: -5345967.000000 Penalty: 1028.361206
	Iteration 68Q: 3 clusters Score -5345967 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 68555 members 
Entering Unmasked Estep 
Score: -5345977.000000 Penalty: 1028.361206
	Iteration 69Q: 3 clusters Score -5345977 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 68666 members 
Entering Unmasked Estep 
Score: -5345949.000000 Penalty: 1028.361206
	Iteration 70Q: 3 clusters Score -5345949 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -5345969.500000 Penalty: 1028.361206
	Iteration 71Q: 3 clusters Score -5345970 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -5345958.500000 Penalty: 1028.361206
	Iteration 72Q: 3 clusters Score -5345958 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -5345964.500000 Penalty: 1028.361206
	Iteration 73Q: 3 clusters Score -5345964 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 69005 members 
Entering Unmasked Estep 
Score: -5345955.000000 Penalty: 1028.361206
	Iteration 74Q: 3 clusters Score -5345955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 69043 members 
Entering Unmasked Estep 
Score: -5345951.000000 Penalty: 1028.361206
	Iteration 75Q: 3 clusters Score -5345951 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -5345955.500000 Penalty: 1028.361206
	Iteration 76Q: 3 clusters Score -5345956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
Score: -5345961.500000 Penalty: 1028.361206
	Iteration 77Q: 3 clusters Score -5345962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 69193 members 
Entering Unmasked Estep 
Score: -5345965.000000 Penalty: 1028.361206
	Iteration 78Q: 3 clusters Score -5345965 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
Score: -5345966.000000 Penalty: 1028.361206
	Iteration 79Q: 3 clusters Score -5345966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 69279 members 
Entering Unmasked Estep 
Score: -5345970.500000 Penalty: 1028.361206
	Iteration 80F: 3 clusters Score -5345970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 69296 members 
Entering Unmasked Estep 
Score: -5345961.500000 Penalty: 1028.361206
	Iteration 81Q: 3 clusters Score -5345962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -5345960.000000 Penalty: 1028.361206
	Iteration 82Q: 3 clusters Score -5345960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 69319 members 
Entering Unmasked Estep 
Score: -5345963.500000 Penalty: 1028.361206
	Iteration 83Q: 3 clusters Score -5345964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 69342 members 
Entering Unmasked Estep 
Score: -5345962.000000 Penalty: 1028.361206
	Iteration 84Q: 3 clusters Score -5345962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 69359 members 
Entering Unmasked Estep 
Score: -5345956.500000 Penalty: 1028.361206
	Iteration 85Q: 3 clusters Score -5345956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 69387 members 
Entering Unmasked Estep 
Score: -5345969.500000 Penalty: 1028.361206
	Iteration 86Q: 3 clusters Score -5345970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 69386 members 
Entering Unmasked Estep 
Score: -5345966.000000 Penalty: 1028.361206
	Iteration 87Q: 3 clusters Score -5345966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 69394 members 
Entering Unmasked Estep 
Score: -5345964.000000 Penalty: 1028.361206
	Iteration 88Q: 3 clusters Score -5345964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -5345957.500000 Penalty: 1028.361206
	Iteration 89Q: 3 clusters Score -5345958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 69400 members 
Entering Unmasked Estep 
Score: -5345956.500000 Penalty: 1028.361206
	Iteration 90Q: 3 clusters Score -5345956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
Score: -5345957.000000 Penalty: 1028.361206
	Iteration 91Q: 3 clusters Score -5345957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 69408 members 
Entering Unmasked Estep 
Score: -5345953.000000 Penalty: 1028.361206
	Iteration 92Q: 3 clusters Score -5345953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 69410 members 
Entering Unmasked Estep 
Score: -5345952.000000 Penalty: 1028.361206
	Iteration 93Q: 3 clusters Score -5345952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 69411 members 
Entering Unmasked Estep 
Score: -5345955.500000 Penalty: 1028.361206
	Iteration 94Q: 3 clusters Score -5345956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 69413 members 
Entering Unmasked Estep 
Score: -5345956.500000 Penalty: 1028.361206
	Iteration 95Q: 3 clusters Score -5345956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -5345949.500000 Penalty: 1028.361206
	Iteration 96Q: 3 clusters Score -5345950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 69415 members 
Entering Unmasked Estep 
Score: -5345953.500000 Penalty: 1028.361206
	Iteration 97Q: 3 clusters Score -5345954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 69415 members 
Entering Unmasked Estep 
Score: -5345953.500000 Penalty: 1028.361206
	Iteration 98F: 3 clusters Score -5345954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -16441.667969 Penalty: 264.813782
	Iteration 0F: 2 clusters Score -16441.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16073.976562 Penalty: 529.627563
	Iteration 0F: 3 clusters Score -16073.98 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16253.885742 Penalty: 529.627563
	Iteration 1F: 3 clusters Score -16253.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16326.774414 Penalty: 529.627563
	Iteration 2F: 3 clusters Score -16326.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -16365.510742 Penalty: 529.627563
	Iteration 3F: 3 clusters Score -16365.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16382.258789 Penalty: 529.627563
	Iteration 4Q: 3 clusters Score -16382.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16388.619141 Penalty: 529.627563
	Iteration 5Q: 3 clusters Score -16388.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16389.951172 Penalty: 529.627563
	Iteration 6Q: 3 clusters Score -16389.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16389.951172 Penalty: 529.627563
	Iteration 7F: 3 clusters Score -16389.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7348.065918 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7348.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7158.432129 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -7158.432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -7254.192383 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -7254.192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -7285.753418 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -7285.753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -7292.832031 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -7292.832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -7295.431641 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -7295.432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -7295.431641 Penalty: 453.508209
	Iteration 5F: 3 clusters Score -7295.432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12137.395508 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -12137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11836.852539 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -11836.85 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11899.173828 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -11899.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11917.854492 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -11917.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11927.349609 Penalty: 487.877594
	Iteration 3Q: 3 clusters Score -11927.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11933.069336 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -11933.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11933.605469 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -11933.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11933.605469 Penalty: 487.877594
	Iteration 6F: 3 clusters Score -11933.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Entering Unmasked Estep 
Score: -1092931.750000 Penalty: 441.043335
	Iteration 0F: 2 clusters Score -1092932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1082172.000000 Penalty: 882.086670
	Iteration 0F: 3 clusters Score -1082172 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1086486.875000 Penalty: 882.086670
	Iteration 1F: 3 clusters Score -1086487 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1086661.125000 Penalty: 882.086670
	Iteration 2Q: 3 clusters Score -1086661 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1086822.625000 Penalty: 882.086670
	Iteration 3Q: 3 clusters Score -1086823 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1087043.125000 Penalty: 882.086670
	Iteration 4Q: 3 clusters Score -1087043 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1087360.750000 Penalty: 882.086670
	Iteration 5Q: 3 clusters Score -1087361 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1087810.000000 Penalty: 882.086670
	Iteration 6F: 3 clusters Score -1087810 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1088553.125000 Penalty: 882.086670
	Iteration 7F: 3 clusters Score -1088553 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1089537.000000 Penalty: 882.086670
	Iteration 8F: 3 clusters Score -1089537 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1090469.375000 Penalty: 882.086670
	Iteration 9F: 3 clusters Score -1090469 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1091160.500000 Penalty: 882.086670
	Iteration 10Q: 3 clusters Score -1091160 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1091592.125000 Penalty: 882.086670
	Iteration 11Q: 3 clusters Score -1091592 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1091893.000000 Penalty: 882.086670
	Iteration 12Q: 3 clusters Score -1091893 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1092095.625000 Penalty: 882.086670
	Iteration 13Q: 3 clusters Score -1092096 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1092264.875000 Penalty: 882.086670
	Iteration 14Q: 3 clusters Score -1092265 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1092373.500000 Penalty: 882.086670
	Iteration 15Q: 3 clusters Score -1092374 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1092437.250000 Penalty: 882.086670
	Iteration 16Q: 3 clusters Score -1092437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1092476.125000 Penalty: 882.086670
	Iteration 17Q: 3 clusters Score -1092476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1092497.625000 Penalty: 882.086670
	Iteration 18Q: 3 clusters Score -1092498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -1092511.125000 Penalty: 882.086670
	Iteration 19Q: 3 clusters Score -1092511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -1092528.375000 Penalty: 882.086670
	Iteration 20F: 3 clusters Score -1092528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1092537.500000 Penalty: 882.086670
	Iteration 21Q: 3 clusters Score -1092538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1092544.375000 Penalty: 882.086670
	Iteration 22Q: 3 clusters Score -1092544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -1092552.000000 Penalty: 882.086670
	Iteration 23Q: 3 clusters Score -1092552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -1092556.375000 Penalty: 882.086670
	Iteration 24Q: 3 clusters Score -1092556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1092557.375000 Penalty: 882.086670
	Iteration 25Q: 3 clusters Score -1092557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1092557.375000 Penalty: 882.086670
	Iteration 26F: 3 clusters Score -1092557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Entering Unmasked Estep 
Score: -198468.531250 Penalty: 365.368805
	Iteration 0F: 2 clusters Score -198468.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -196344.859375 Penalty: 730.737610
	Iteration 0F: 3 clusters Score -196344.9 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -197070.375000 Penalty: 730.737610
	Iteration 1F: 3 clusters Score -197070.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -197142.625000 Penalty: 730.737610
	Iteration 2F: 3 clusters Score -197142.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -197199.812500 Penalty: 730.737610
	Iteration 3Q: 3 clusters Score -197199.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -197257.250000 Penalty: 730.737610
	Iteration 4Q: 3 clusters Score -197257.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -197308.734375 Penalty: 730.737610
	Iteration 5Q: 3 clusters Score -197308.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -197363.109375 Penalty: 730.737610
	Iteration 6Q: 3 clusters Score -197363.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -197417.156250 Penalty: 730.737610
	Iteration 7Q: 3 clusters Score -197417.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -197506.781250 Penalty: 730.737610
	Iteration 8Q: 3 clusters Score -197506.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -197619.453125 Penalty: 730.737610
	Iteration 9Q: 3 clusters Score -197619.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -197715.968750 Penalty: 730.737610
	Iteration 10Q: 3 clusters Score -197716 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -197800.062500 Penalty: 730.737610
	Iteration 11Q: 3 clusters Score -197800.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -197877.625000 Penalty: 730.737610
	Iteration 12Q: 3 clusters Score -197877.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -197954.515625 Penalty: 730.737610
	Iteration 13Q: 3 clusters Score -197954.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -198022.609375 Penalty: 730.737610
	Iteration 14Q: 3 clusters Score -198022.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -198069.359375 Penalty: 730.737610
	Iteration 15Q: 3 clusters Score -198069.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -198098.734375 Penalty: 730.737610
	Iteration 16Q: 3 clusters Score -198098.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -198121.453125 Penalty: 730.737610
	Iteration 17Q: 3 clusters Score -198121.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -198130.828125 Penalty: 730.737610
	Iteration 18Q: 3 clusters Score -198130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -198139.015625 Penalty: 730.737610
	Iteration 19Q: 3 clusters Score -198139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -198141.218750 Penalty: 730.737610
	Iteration 20F: 3 clusters Score -198141.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -198151.046875 Penalty: 730.737610
	Iteration 21Q: 3 clusters Score -198151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -198159.750000 Penalty: 730.737610
	Iteration 22Q: 3 clusters Score -198159.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -198160.812500 Penalty: 730.737610
	Iteration 23Q: 3 clusters Score -198160.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -198161.734375 Penalty: 730.737610
	Iteration 24Q: 3 clusters Score -198161.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -198161.734375 Penalty: 730.737610
	Iteration 25F: 3 clusters Score -198161.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -37541.031250 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -37541.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36944.488281 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -36944.49 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37123.031250 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -37123.03 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -37175.050781 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -37175.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37192.285156 Penalty: 594.970703
	Iteration 3Q: 3 clusters Score -37192.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37211.285156 Penalty: 594.970703
	Iteration 4Q: 3 clusters Score -37211.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37234.019531 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -37234.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37255.371094 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -37255.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37266.363281 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -37266.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37276.042969 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -37276.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37284.820312 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -37284.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37295.007812 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -37295.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37302.820312 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -37302.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37313.449219 Penalty: 594.970703
	Iteration 12Q: 3 clusters Score -37313.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37326.886719 Penalty: 594.970703
	Iteration 13Q: 3 clusters Score -37326.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37337.335938 Penalty: 594.970703
	Iteration 14Q: 3 clusters Score -37337.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -37349.777344 Penalty: 594.970703
	Iteration 15Q: 3 clusters Score -37349.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -37359.300781 Penalty: 594.970703
	Iteration 16Q: 3 clusters Score -37359.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -37369.210938 Penalty: 594.970703
	Iteration 17Q: 3 clusters Score -37369.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -37372.757812 Penalty: 594.970703
	Iteration 18Q: 3 clusters Score -37372.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -37373.683594 Penalty: 594.970703
	Iteration 19Q: 3 clusters Score -37373.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -37374.234375 Penalty: 594.970703
	Iteration 20F: 3 clusters Score -37374.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -37374.894531 Penalty: 594.970703
	Iteration 21Q: 3 clusters Score -37374.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -37375.371094 Penalty: 594.970703
	Iteration 22Q: 3 clusters Score -37375.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -37375.871094 Penalty: 594.970703
	Iteration 23Q: 3 clusters Score -37375.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -37376.070312 Penalty: 594.970703
	Iteration 24Q: 3 clusters Score -37376.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37376.257812 Penalty: 594.970703
	Iteration 25Q: 3 clusters Score -37376.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37376.257812 Penalty: 594.970703
	Iteration 26F: 3 clusters Score -37376.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (65813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65813 members 
Entering Unmasked Estep 
Score: -4295086.000000 Penalty: 504.803070
	Iteration 0F: 2 clusters Score -4295086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -4251141.500000 Penalty: 1009.606140
	Iteration 0F: 3 clusters Score -4251142 nChanged 31958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -4270037.500000 Penalty: 1009.606140
	Iteration 1F: 3 clusters Score -4270038 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -4271057.000000 Penalty: 1009.606140
	Iteration 2Q: 3 clusters Score -4271057 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -4272840.000000 Penalty: 1009.606140
	Iteration 3Q: 3 clusters Score -4272840 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -4275842.000000 Penalty: 1009.606140
	Iteration 4F: 3 clusters Score -4275842 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -4280224.000000 Penalty: 1009.606140
	Iteration 5F: 3 clusters Score -4280224 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -4284544.500000 Penalty: 1009.606140
	Iteration 6F: 3 clusters Score -4284544 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -4287687.000000 Penalty: 1009.606140
	Iteration 7F: 3 clusters Score -4287687 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -4289738.500000 Penalty: 1009.606140
	Iteration 8Q: 3 clusters Score -4289738 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -4291038.500000 Penalty: 1009.606140
	Iteration 9Q: 3 clusters Score -4291038 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -4291791.500000 Penalty: 1009.606140
	Iteration 10Q: 3 clusters Score -4291792 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -4292230.000000 Penalty: 1009.606140
	Iteration 11Q: 3 clusters Score -4292230 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -4292505.000000 Penalty: 1009.606140
	Iteration 12Q: 3 clusters Score -4292505 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -4292741.500000 Penalty: 1009.606140
	Iteration 13Q: 3 clusters Score -4292742 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -4292938.000000 Penalty: 1009.606140
	Iteration 14Q: 3 clusters Score -4292938 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -4293099.000000 Penalty: 1009.606140
	Iteration 15Q: 3 clusters Score -4293099 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -4293264.000000 Penalty: 1009.606140
	Iteration 16Q: 3 clusters Score -4293264 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -4293447.500000 Penalty: 1009.606140
	Iteration 17Q: 3 clusters Score -4293448 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -4293599.500000 Penalty: 1009.606140
	Iteration 18Q: 3 clusters Score -4293600 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 54177 members 
Entering Unmasked Estep 
Score: -4293782.500000 Penalty: 1009.606140
	Iteration 19Q: 3 clusters Score -4293782 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -4293966.000000 Penalty: 1009.606140
	Iteration 20F: 3 clusters Score -4293966 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -4294170.000000 Penalty: 1009.606140
	Iteration 21Q: 3 clusters Score -4294170 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -4294383.500000 Penalty: 1009.606140
	Iteration 22Q: 3 clusters Score -4294384 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -4294631.500000 Penalty: 1009.606140
	Iteration 23Q: 3 clusters Score -4294632 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -4294785.000000 Penalty: 1009.606140
	Iteration 24Q: 3 clusters Score -4294785 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -4294886.000000 Penalty: 1009.606140
	Iteration 25Q: 3 clusters Score -4294886 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -4294935.000000 Penalty: 1009.606140
	Iteration 26Q: 3 clusters Score -4294935 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 53201 members 
Entering Unmasked Estep 
Score: -4294964.500000 Penalty: 1009.606140
	Iteration 27Q: 3 clusters Score -4294964 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -4294970.000000 Penalty: 1009.606140
	Iteration 28Q: 3 clusters Score -4294970 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
Score: -4294984.500000 Penalty: 1009.606140
	Iteration 29Q: 3 clusters Score -4294984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -4294972.500000 Penalty: 1009.606140
	Iteration 30Q: 3 clusters Score -4294972 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -4294978.000000 Penalty: 1009.606140
	Iteration 31Q: 3 clusters Score -4294978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 53436 members 
Entering Unmasked Estep 
Score: -4294985.500000 Penalty: 1009.606140
	Iteration 32Q: 3 clusters Score -4294986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -4294977.000000 Penalty: 1009.606140
	Iteration 33Q: 3 clusters Score -4294977 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -4294969.500000 Penalty: 1009.606140
	Iteration 34Q: 3 clusters Score -4294970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -4294961.500000 Penalty: 1009.606140
	Iteration 35Q: 3 clusters Score -4294962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -4294960.000000 Penalty: 1009.606140
	Iteration 36Q: 3 clusters Score -4294960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -4294961.500000 Penalty: 1009.606140
	Iteration 37Q: 3 clusters Score -4294962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -4294953.000000 Penalty: 1009.606140
	Iteration 38Q: 3 clusters Score -4294953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -4294953.500000 Penalty: 1009.606140
	Iteration 39Q: 3 clusters Score -4294954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -4294950.000000 Penalty: 1009.606140
	Iteration 40F: 3 clusters Score -4294950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -4294946.000000 Penalty: 1009.606140
	Iteration 41Q: 3 clusters Score -4294946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -4294950.500000 Penalty: 1009.606140
	Iteration 42Q: 3 clusters Score -4294950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -4294947.500000 Penalty: 1009.606140
	Iteration 43Q: 3 clusters Score -4294948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -4294955.000000 Penalty: 1009.606140
	Iteration 44Q: 3 clusters Score -4294955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -4294955.000000 Penalty: 1009.606140
	Iteration 45Q: 3 clusters Score -4294955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -4294950.500000 Penalty: 1009.606140
	Iteration 46Q: 3 clusters Score -4294950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -4294951.500000 Penalty: 1009.606140
	Iteration 47Q: 3 clusters Score -4294952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -4294955.000000 Penalty: 1009.606140
	Iteration 48Q: 3 clusters Score -4294955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -4294953.000000 Penalty: 1009.606140
	Iteration 49Q: 3 clusters Score -4294953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -4294953.500000 Penalty: 1009.606140
	Iteration 50Q: 3 clusters Score -4294954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -4294955.500000 Penalty: 1009.606140
	Iteration 51Q: 3 clusters Score -4294956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -4294955.500000 Penalty: 1009.606140
	Iteration 52F: 3 clusters Score -4294956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Entering Unmasked Estep 
Score: -435614.625000 Penalty: 401.576324
	Iteration 0F: 2 clusters Score -435614.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -431034.468750 Penalty: 803.152649
	Iteration 0F: 3 clusters Score -431034.5 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -432910.562500 Penalty: 803.152649
	Iteration 1F: 3 clusters Score -432910.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -433147.781250 Penalty: 803.152649
	Iteration 2F: 3 clusters Score -433147.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -433431.750000 Penalty: 803.152649
	Iteration 3F: 3 clusters Score -433431.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -433751.312500 Penalty: 803.152649
	Iteration 4F: 3 clusters Score -433751.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -434095.781250 Penalty: 803.152649
	Iteration 5F: 3 clusters Score -434095.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -434387.875000 Penalty: 803.152649
	Iteration 6F: 3 clusters Score -434387.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -434547.218750 Penalty: 803.152649
	Iteration 7Q: 3 clusters Score -434547.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -434650.562500 Penalty: 803.152649
	Iteration 8Q: 3 clusters Score -434650.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -434720.125000 Penalty: 803.152649
	Iteration 9Q: 3 clusters Score -434720.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -434774.156250 Penalty: 803.152649
	Iteration 10Q: 3 clusters Score -434774.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -434828.593750 Penalty: 803.152649
	Iteration 11Q: 3 clusters Score -434828.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -434886.625000 Penalty: 803.152649
	Iteration 12Q: 3 clusters Score -434886.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -434949.531250 Penalty: 803.152649
	Iteration 13Q: 3 clusters Score -434949.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -435023.593750 Penalty: 803.152649
	Iteration 14Q: 3 clusters Score -435023.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -435125.937500 Penalty: 803.152649
	Iteration 15Q: 3 clusters Score -435125.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -435258.781250 Penalty: 803.152649
	Iteration 16Q: 3 clusters Score -435258.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -435381.906250 Penalty: 803.152649
	Iteration 17Q: 3 clusters Score -435381.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -435457.625000 Penalty: 803.152649
	Iteration 18Q: 3 clusters Score -435457.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -435505.343750 Penalty: 803.152649
	Iteration 19Q: 3 clusters Score -435505.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -435545.937500 Penalty: 803.152649
	Iteration 20F: 3 clusters Score -435545.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -435561.093750 Penalty: 803.152649
	Iteration 21Q: 3 clusters Score -435561.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -435565.875000 Penalty: 803.152649
	Iteration 22Q: 3 clusters Score -435565.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -435570.406250 Penalty: 803.152649
	Iteration 23Q: 3 clusters Score -435570.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -435573.656250 Penalty: 803.152649
	Iteration 24Q: 3 clusters Score -435573.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -435576.812500 Penalty: 803.152649
	Iteration 25Q: 3 clusters Score -435576.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -435577.656250 Penalty: 803.152649
	Iteration 26Q: 3 clusters Score -435577.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -435580.906250 Penalty: 803.152649
	Iteration 27Q: 3 clusters Score -435580.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -435580.875000 Penalty: 803.152649
	Iteration 28Q: 3 clusters Score -435580.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -435581.750000 Penalty: 803.152649
	Iteration 29Q: 3 clusters Score -435581.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -435581.406250 Penalty: 803.152649
	Iteration 30Q: 3 clusters Score -435581.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -435581.625000 Penalty: 803.152649
	Iteration 31Q: 3 clusters Score -435581.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -435581.500000 Penalty: 803.152649
	Iteration 32Q: 3 clusters Score -435581.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -435582.656250 Penalty: 803.152649
	Iteration 33Q: 3 clusters Score -435582.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -435582.843750 Penalty: 803.152649
	Iteration 34Q: 3 clusters Score -435582.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -435582.812500 Penalty: 803.152649
	Iteration 35Q: 3 clusters Score -435582.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -435582.343750 Penalty: 803.152649
	Iteration 36Q: 3 clusters Score -435582.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -435582.906250 Penalty: 803.152649
	Iteration 37Q: 3 clusters Score -435582.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -435582.625000 Penalty: 803.152649
	Iteration 38Q: 3 clusters Score -435582.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -435583.375000 Penalty: 803.152649
	Iteration 39Q: 3 clusters Score -435583.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -435583.625000 Penalty: 803.152649
	Iteration 40F: 3 clusters Score -435583.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -435584.093750 Penalty: 803.152649
	Iteration 41Q: 3 clusters Score -435584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -435584.187500 Penalty: 803.152649
	Iteration 42Q: 3 clusters Score -435584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -435585.187500 Penalty: 803.152649
	Iteration 43Q: 3 clusters Score -435585.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -435584.562500 Penalty: 803.152649
	Iteration 44Q: 3 clusters Score -435584.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -435584.562500 Penalty: 803.152649
	Iteration 45F: 3 clusters Score -435584.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Entering Unmasked Estep 
Score: -882197.187500 Penalty: 432.930389
	Iteration 0F: 2 clusters Score -882197.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -873153.625000 Penalty: 865.860779
	Iteration 0F: 3 clusters Score -873153.6 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -876719.875000 Penalty: 865.860779
	Iteration 1F: 3 clusters Score -876719.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -876898.375000 Penalty: 865.860779
	Iteration 2Q: 3 clusters Score -876898.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -877110.625000 Penalty: 865.860779
	Iteration 3Q: 3 clusters Score -877110.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -877379.562500 Penalty: 865.860779
	Iteration 4Q: 3 clusters Score -877379.6 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -877774.812500 Penalty: 865.860779
	Iteration 5F: 3 clusters Score -877774.8 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -878313.187500 Penalty: 865.860779
	Iteration 6F: 3 clusters Score -878313.2 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -878997.000000 Penalty: 865.860779
	Iteration 7F: 3 clusters Score -878997 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -879685.937500 Penalty: 865.860779
	Iteration 8F: 3 clusters Score -879685.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -880180.250000 Penalty: 865.860779
	Iteration 9Q: 3 clusters Score -880180.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -880496.562500 Penalty: 865.860779
	Iteration 10Q: 3 clusters Score -880496.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -880712.687500 Penalty: 865.860779
	Iteration 11Q: 3 clusters Score -880712.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -880862.812500 Penalty: 865.860779
	Iteration 12Q: 3 clusters Score -880862.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -880980.750000 Penalty: 865.860779
	Iteration 13Q: 3 clusters Score -880980.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -881073.187500 Penalty: 865.860779
	Iteration 14Q: 3 clusters Score -881073.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -881146.062500 Penalty: 865.860779
	Iteration 15Q: 3 clusters Score -881146.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -881212.812500 Penalty: 865.860779
	Iteration 16Q: 3 clusters Score -881212.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -881285.500000 Penalty: 865.860779
	Iteration 17Q: 3 clusters Score -881285.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -881347.312500 Penalty: 865.860779
	Iteration 18Q: 3 clusters Score -881347.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -881401.312500 Penalty: 865.860779
	Iteration 19Q: 3 clusters Score -881401.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -881467.937500 Penalty: 865.860779
	Iteration 20F: 3 clusters Score -881467.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -881522.312500 Penalty: 865.860779
	Iteration 21Q: 3 clusters Score -881522.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -881560.687500 Penalty: 865.860779
	Iteration 22Q: 3 clusters Score -881560.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -881591.750000 Penalty: 865.860779
	Iteration 23Q: 3 clusters Score -881591.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -881620.062500 Penalty: 865.860779
	Iteration 24Q: 3 clusters Score -881620.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -881641.187500 Penalty: 865.860779
	Iteration 25Q: 3 clusters Score -881641.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -881660.375000 Penalty: 865.860779
	Iteration 26Q: 3 clusters Score -881660.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -881676.312500 Penalty: 865.860779
	Iteration 27Q: 3 clusters Score -881676.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -881689.125000 Penalty: 865.860779
	Iteration 28Q: 3 clusters Score -881689.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -881704.875000 Penalty: 865.860779
	Iteration 29Q: 3 clusters Score -881704.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -881727.562500 Penalty: 865.860779
	Iteration 30Q: 3 clusters Score -881727.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -881749.062500 Penalty: 865.860779
	Iteration 31Q: 3 clusters Score -881749.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -881767.000000 Penalty: 865.860779
	Iteration 32Q: 3 clusters Score -881767 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -881780.375000 Penalty: 865.860779
	Iteration 33Q: 3 clusters Score -881780.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -881797.187500 Penalty: 865.860779
	Iteration 34Q: 3 clusters Score -881797.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -881812.312500 Penalty: 865.860779
	Iteration 35Q: 3 clusters Score -881812.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -881818.062500 Penalty: 865.860779
	Iteration 36Q: 3 clusters Score -881818.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -881828.375000 Penalty: 865.860779
	Iteration 37Q: 3 clusters Score -881828.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -881834.875000 Penalty: 865.860779
	Iteration 38Q: 3 clusters Score -881834.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -881838.187500 Penalty: 865.860779
	Iteration 39Q: 3 clusters Score -881838.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -881838.625000 Penalty: 865.860779
	Iteration 40F: 3 clusters Score -881838.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -881840.062500 Penalty: 865.860779
	Iteration 41Q: 3 clusters Score -881840.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -881839.562500 Penalty: 865.860779
	Iteration 42Q: 3 clusters Score -881839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -881840.625000 Penalty: 865.860779
	Iteration 43Q: 3 clusters Score -881840.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -881839.812500 Penalty: 865.860779
	Iteration 44Q: 3 clusters Score -881839.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -881840.125000 Penalty: 865.860779
	Iteration 45Q: 3 clusters Score -881840.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -881840.625000 Penalty: 865.860779
	Iteration 46Q: 3 clusters Score -881840.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -881842.937500 Penalty: 865.860779
	Iteration 47Q: 3 clusters Score -881842.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -881843.062500 Penalty: 865.860779
	Iteration 48Q: 3 clusters Score -881843.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -881845.062500 Penalty: 865.860779
	Iteration 49Q: 3 clusters Score -881845.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -881845.375000 Penalty: 865.860779
	Iteration 50Q: 3 clusters Score -881845.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -881845.500000 Penalty: 865.860779
	Iteration 51Q: 3 clusters Score -881845.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -881846.250000 Penalty: 865.860779
	Iteration 52Q: 3 clusters Score -881846.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -881847.937500 Penalty: 865.860779
	Iteration 53Q: 3 clusters Score -881847.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -881848.000000 Penalty: 865.860779
	Iteration 54Q: 3 clusters Score -881848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -881849.062500 Penalty: 865.860779
	Iteration 55Q: 3 clusters Score -881849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -881849.125000 Penalty: 865.860779
	Iteration 56Q: 3 clusters Score -881849.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -881849.125000 Penalty: 865.860779
	Iteration 57F: 3 clusters Score -881849.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Entering Unmasked Estep 
Score: -78632.031250 Penalty: 324.273529
	Iteration 0F: 2 clusters Score -78632.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -77682.289062 Penalty: 648.547058
	Iteration 0F: 3 clusters Score -77682.29 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -78014.812500 Penalty: 648.547058
	Iteration 1F: 3 clusters Score -78014.81 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -78100.929688 Penalty: 648.547058
	Iteration 2F: 3 clusters Score -78100.93 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -78137.890625 Penalty: 648.547058
	Iteration 3F: 3 clusters Score -78137.89 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -78165.296875 Penalty: 648.547058
	Iteration 4Q: 3 clusters Score -78165.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -78188.335938 Penalty: 648.547058
	Iteration 5Q: 3 clusters Score -78188.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -78205.687500 Penalty: 648.547058
	Iteration 6Q: 3 clusters Score -78205.69 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -78217.625000 Penalty: 648.547058
	Iteration 7Q: 3 clusters Score -78217.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -78226.671875 Penalty: 648.547058
	Iteration 8Q: 3 clusters Score -78226.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -78234.960938 Penalty: 648.547058
	Iteration 9Q: 3 clusters Score -78234.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -78245.921875 Penalty: 648.547058
	Iteration 10Q: 3 clusters Score -78245.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -78260.000000 Penalty: 648.547058
	Iteration 11Q: 3 clusters Score -78260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -78273.390625 Penalty: 648.547058
	Iteration 12Q: 3 clusters Score -78273.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -78296.140625 Penalty: 648.547058
	Iteration 13Q: 3 clusters Score -78296.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -78329.484375 Penalty: 648.547058
	Iteration 14Q: 3 clusters Score -78329.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -78355.421875 Penalty: 648.547058
	Iteration 15Q: 3 clusters Score -78355.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -78384.679688 Penalty: 648.547058
	Iteration 16Q: 3 clusters Score -78384.68 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -78412.820312 Penalty: 648.547058
	Iteration 17Q: 3 clusters Score -78412.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78429.414062 Penalty: 648.547058
	Iteration 18Q: 3 clusters Score -78429.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -78440.250000 Penalty: 648.547058
	Iteration 19Q: 3 clusters Score -78440.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78449.789062 Penalty: 648.547058
	Iteration 20F: 3 clusters Score -78449.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78460.210938 Penalty: 648.547058
	Iteration 21Q: 3 clusters Score -78460.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78466.773438 Penalty: 648.547058
	Iteration 22Q: 3 clusters Score -78466.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78468.093750 Penalty: 648.547058
	Iteration 23Q: 3 clusters Score -78468.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -78469.312500 Penalty: 648.547058
	Iteration 24Q: 3 clusters Score -78469.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78469.437500 Penalty: 648.547058
	Iteration 25Q: 3 clusters Score -78469.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78469.718750 Penalty: 648.547058
	Iteration 26Q: 3 clusters Score -78469.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -78470.062500 Penalty: 648.547058
	Iteration 27Q: 3 clusters Score -78470.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -78470.390625 Penalty: 648.547058
	Iteration 28Q: 3 clusters Score -78470.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -78470.742188 Penalty: 648.547058
	Iteration 29Q: 3 clusters Score -78470.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78471.101562 Penalty: 648.547058
	Iteration 30Q: 3 clusters Score -78471.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78471.101562 Penalty: 648.547058
	Iteration 31F: 3 clusters Score -78471.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -6493.074707 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -6493.075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -6276.376465 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -6276.376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6316.241211 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -6316.241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6322.166992 Penalty: 432.576691
	Iteration 2Q: 3 clusters Score -6322.167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6324.851074 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -6324.851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6328.099609 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -6328.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6328.914551 Penalty: 432.576691
	Iteration 5Q: 3 clusters Score -6328.915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6328.914551 Penalty: 432.576691
	Iteration 6F: 3 clusters Score -6328.915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (22230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Entering Unmasked Estep 
Score: -1482559.750000 Penalty: 455.418518
	Iteration 0F: 2 clusters Score -1482560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1467621.875000 Penalty: 910.837036
	Iteration 0F: 3 clusters Score -1467622 nChanged 10658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1473786.625000 Penalty: 910.837036
	Iteration 1F: 3 clusters Score -1473787 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1474170.000000 Penalty: 910.837036
	Iteration 2Q: 3 clusters Score -1474170 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1474886.750000 Penalty: 910.837036
	Iteration 3F: 3 clusters Score -1474887 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1476061.125000 Penalty: 910.837036
	Iteration 4F: 3 clusters Score -1476061 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1477795.250000 Penalty: 910.837036
	Iteration 5F: 3 clusters Score -1477795 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1479617.750000 Penalty: 910.837036
	Iteration 6F: 3 clusters Score -1479618 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1481066.625000 Penalty: 910.837036
	Iteration 7F: 3 clusters Score -1481067 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1481721.250000 Penalty: 910.837036
	Iteration 8Q: 3 clusters Score -1481721 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1481990.625000 Penalty: 910.837036
	Iteration 9Q: 3 clusters Score -1481991 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1482093.750000 Penalty: 910.837036
	Iteration 10Q: 3 clusters Score -1482094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1482146.875000 Penalty: 910.837036
	Iteration 11Q: 3 clusters Score -1482147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1482164.375000 Penalty: 910.837036
	Iteration 12Q: 3 clusters Score -1482164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1482168.125000 Penalty: 910.837036
	Iteration 13Q: 3 clusters Score -1482168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1482173.250000 Penalty: 910.837036
	Iteration 14Q: 3 clusters Score -1482173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1482173.250000 Penalty: 910.837036
	Iteration 15F: 3 clusters Score -1482173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 1427 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 3786 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 18475 members 
Mstep: Class 10 contains 19982 members 
Mstep: Class 11 contains 36734 members 
Mstep: Class 13 contains 38581 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20384 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 37393 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80589 members 
Mstep: Class 22 contains 80876 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16208 members 
Mstep: Class 27 contains 3072 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 65813 members 
Mstep: Class 30 contains 6808 members 
Mstep: Class 31 contains 13561 members 
Mstep: Class 32 contains 1245 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872968.000000 Penalty: 21133.728516
Iteration 279Q: 36 clusters Score -3.587297e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1485 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3835 members 
Mstep: Class 8 contains 227 members 
Mstep: Class 9 contains 18520 members 
Mstep: Class 10 contains 19958 members 
Mstep: Class 11 contains 36681 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 38764 members 
Mstep: Class 14 contains 69084 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20436 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 36543 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 81546 members 
Mstep: Class 21 contains 13076 members 
Mstep: Class 22 contains 80742 members 
Mstep: Class 23 contains 339 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16289 members 
Mstep: Class 27 contains 3095 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 65503 members 
Mstep: Class 30 contains 6850 members 
Mstep: Class 31 contains 13833 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22271 members 
Mstep: Class 35 contains 24139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873224.000000 Penalty: 21133.728516
Iteration 280F: 36 clusters Score -3.587322e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1497 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 18519 members 
Mstep: Class 10 contains 19910 members 
Mstep: Class 11 contains 36572 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38624 members 
Mstep: Class 14 contains 69078 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20433 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 35705 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 82584 members 
Mstep: Class 21 contains 13166 members 
Mstep: Class 22 contains 80499 members 
Mstep: Class 23 contains 339 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16399 members 
Mstep: Class 27 contains 3118 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 65224 members 
Mstep: Class 30 contains 6776 members 
Mstep: Class 31 contains 14108 members 
Mstep: Class 32 contains 1236 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22299 members 
Mstep: Class 35 contains 24306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873288.000000 Penalty: 21133.728516
Iteration 281Q: 36 clusters Score -3.587329e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1505 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 18512 members 
Mstep: Class 10 contains 19864 members 
Mstep: Class 11 contains 36452 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38554 members 
Mstep: Class 14 contains 69089 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20431 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 35024 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 83550 members 
Mstep: Class 21 contains 13228 members 
Mstep: Class 22 contains 80168 members 
Mstep: Class 23 contains 340 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16571 members 
Mstep: Class 27 contains 3132 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 64959 members 
Mstep: Class 30 contains 6703 members 
Mstep: Class 31 contains 14376 members 
Mstep: Class 32 contains 1237 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22314 members 
Mstep: Class 35 contains 24379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873388.000000 Penalty: 21133.728516
Iteration 282Q: 36 clusters Score -3.587339e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 251 members 
Mstep: Class 9 contains 18510 members 
Mstep: Class 10 contains 19814 members 
Mstep: Class 11 contains 36356 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38514 members 
Mstep: Class 14 contains 69087 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20427 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 34480 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 84307 members 
Mstep: Class 21 contains 13279 members 
Mstep: Class 22 contains 79962 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16689 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 64657 members 
Mstep: Class 30 contains 6652 members 
Mstep: Class 31 contains 14644 members 
Mstep: Class 32 contains 1236 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22331 members 
Mstep: Class 35 contains 24444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873292.000000 Penalty: 21133.728516
Iteration 283Q: 36 clusters Score -3.587329e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 18504 members 
Mstep: Class 10 contains 19760 members 
Mstep: Class 11 contains 36276 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38473 members 
Mstep: Class 14 contains 69091 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20422 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 34011 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 85011 members 
Mstep: Class 21 contains 13324 members 
Mstep: Class 22 contains 79759 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16751 members 
Mstep: Class 27 contains 3164 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 64336 members 
Mstep: Class 30 contains 6614 members 
Mstep: Class 31 contains 14945 members 
Mstep: Class 32 contains 1238 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22336 members 
Mstep: Class 35 contains 24513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873320.000000 Penalty: 21133.728516
Iteration 284Q: 36 clusters Score -3.587332e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3866 members 
Mstep: Class 8 contains 253 members 
Mstep: Class 9 contains 18504 members 
Mstep: Class 10 contains 19725 members 
Mstep: Class 11 contains 36172 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38433 members 
Mstep: Class 14 contains 69093 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20420 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 33549 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 85650 members 
Mstep: Class 21 contains 13380 members 
Mstep: Class 22 contains 79650 members 
Mstep: Class 23 contains 342 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16818 members 
Mstep: Class 27 contains 3180 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 64022 members 
Mstep: Class 30 contains 6549 members 
Mstep: Class 31 contains 15243 members 
Mstep: Class 32 contains 1240 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22314 members 
Mstep: Class 35 contains 24575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873228.000000 Penalty: 21133.728516
Iteration 285Q: 36 clusters Score -3.587323e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3873 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 18503 members 
Mstep: Class 10 contains 19697 members 
Mstep: Class 11 contains 36052 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38403 members 
Mstep: Class 14 contains 69099 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20415 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 33123 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 86270 members 
Mstep: Class 21 contains 13436 members 
Mstep: Class 22 contains 79484 members 
Mstep: Class 23 contains 342 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16926 members 
Mstep: Class 27 contains 3196 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 63727 members 
Mstep: Class 30 contains 6483 members 
Mstep: Class 31 contains 15504 members 
Mstep: Class 32 contains 1240 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22291 members 
Mstep: Class 35 contains 24657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873196.000000 Penalty: 21133.728516
Iteration 286Q: 36 clusters Score -3.58732e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3874 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18503 members 
Mstep: Class 10 contains 19669 members 
Mstep: Class 11 contains 35907 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38398 members 
Mstep: Class 14 contains 69103 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20411 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 32833 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 86806 members 
Mstep: Class 21 contains 13484 members 
Mstep: Class 22 contains 79272 members 
Mstep: Class 23 contains 342 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17014 members 
Mstep: Class 27 contains 3204 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 63443 members 
Mstep: Class 30 contains 6424 members 
Mstep: Class 31 contains 15772 members 
Mstep: Class 32 contains 1245 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22273 members 
Mstep: Class 35 contains 24739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873036.000000 Penalty: 21133.728516
Iteration 287Q: 36 clusters Score -3.587304e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3874 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18504 members 
Mstep: Class 10 contains 19639 members 
Mstep: Class 11 contains 35720 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38370 members 
Mstep: Class 14 contains 69119 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20413 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 32599 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 87303 members 
Mstep: Class 21 contains 13524 members 
Mstep: Class 22 contains 79124 members 
Mstep: Class 23 contains 342 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17079 members 
Mstep: Class 27 contains 3213 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 63190 members 
Mstep: Class 30 contains 6366 members 
Mstep: Class 31 contains 16029 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22259 members 
Mstep: Class 35 contains 24798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872812.000000 Penalty: 21133.728516
Iteration 288Q: 36 clusters Score -3.587281e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1519 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3876 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18504 members 
Mstep: Class 10 contains 19610 members 
Mstep: Class 11 contains 35562 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38353 members 
Mstep: Class 14 contains 69118 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20413 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 32345 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 87735 members 
Mstep: Class 21 contains 13589 members 
Mstep: Class 22 contains 79029 members 
Mstep: Class 23 contains 342 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17153 members 
Mstep: Class 27 contains 3221 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 62918 members 
Mstep: Class 30 contains 6296 members 
Mstep: Class 31 contains 16304 members 
Mstep: Class 32 contains 1251 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22261 members 
Mstep: Class 35 contains 24829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872720.000000 Penalty: 21133.728516
Iteration 289Q: 36 clusters Score -3.587272e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3875 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18503 members 
Mstep: Class 10 contains 19595 members 
Mstep: Class 11 contains 35424 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38332 members 
Mstep: Class 14 contains 69115 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20413 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 32103 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 88156 members 
Mstep: Class 21 contains 13633 members 
Mstep: Class 22 contains 78913 members 
Mstep: Class 23 contains 342 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17269 members 
Mstep: Class 27 contains 3239 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 62682 members 
Mstep: Class 30 contains 6227 members 
Mstep: Class 31 contains 16545 members 
Mstep: Class 32 contains 1251 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22223 members 
Mstep: Class 35 contains 24866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872684.000000 Penalty: 21133.728516
Iteration 290Q: 36 clusters Score -3.587268e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3875 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18502 members 
Mstep: Class 10 contains 19578 members 
Mstep: Class 11 contains 35287 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38287 members 
Mstep: Class 14 contains 69111 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20414 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 31903 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 88592 members 
Mstep: Class 21 contains 13678 members 
Mstep: Class 22 contains 78805 members 
Mstep: Class 23 contains 342 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17323 members 
Mstep: Class 27 contains 3262 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 62479 members 
Mstep: Class 30 contains 6159 members 
Mstep: Class 31 contains 16779 members 
Mstep: Class 32 contains 1251 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22188 members 
Mstep: Class 35 contains 24886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872556.000000 Penalty: 21133.728516
Iteration 291Q: 36 clusters Score -3.587256e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1518 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3875 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18502 members 
Mstep: Class 10 contains 19560 members 
Mstep: Class 11 contains 35106 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38267 members 
Mstep: Class 14 contains 69107 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20414 members 
Mstep: Class 17 contains 1154 members 
Mstep: Class 18 contains 31657 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 89016 members 
Mstep: Class 21 contains 13729 members 
Mstep: Class 22 contains 78749 members 
Mstep: Class 23 contains 342 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17392 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 62307 members 
Mstep: Class 30 contains 6089 members 
Mstep: Class 31 contains 17017 members 
Mstep: Class 32 contains 1253 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22140 members 
Mstep: Class 35 contains 24893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872316.000000 Penalty: 21133.728516
Iteration 292Q: 36 clusters Score -3.587232e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1518 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18504 members 
Mstep: Class 10 contains 19533 members 
Mstep: Class 11 contains 34960 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38249 members 
Mstep: Class 14 contains 69099 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20414 members 
Mstep: Class 17 contains 1155 members 
Mstep: Class 18 contains 31410 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 89423 members 
Mstep: Class 21 contains 13767 members 
Mstep: Class 22 contains 78717 members 
Mstep: Class 23 contains 342 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17419 members 
Mstep: Class 27 contains 3303 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 62119 members 
Mstep: Class 30 contains 6027 members 
Mstep: Class 31 contains 17252 members 
Mstep: Class 32 contains 1258 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22095 members 
Mstep: Class 35 contains 24927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872128.000000 Penalty: 21133.728516
Iteration 293Q: 36 clusters Score -3.587213e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1518 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3883 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18503 members 
Mstep: Class 10 contains 19507 members 
Mstep: Class 11 contains 34842 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38244 members 
Mstep: Class 14 contains 69087 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20414 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 31117 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 89727 members 
Mstep: Class 21 contains 13808 members 
Mstep: Class 22 contains 78818 members 
Mstep: Class 23 contains 342 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17410 members 
Mstep: Class 27 contains 3318 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 61927 members 
Mstep: Class 30 contains 5972 members 
Mstep: Class 31 contains 17487 members 
Mstep: Class 32 contains 1262 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 22036 members 
Mstep: Class 35 contains 24992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871944.000000 Penalty: 21133.728516
Iteration 294Q: 36 clusters Score -3.587194e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1518 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3886 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18503 members 
Mstep: Class 10 contains 19490 members 
Mstep: Class 11 contains 34657 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38237 members 
Mstep: Class 14 contains 69088 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20414 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 30814 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 90015 members 
Mstep: Class 21 contains 13844 members 
Mstep: Class 22 contains 78928 members 
Mstep: Class 23 contains 342 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17439 members 
Mstep: Class 27 contains 3340 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 61730 members 
Mstep: Class 30 contains 5914 members 
Mstep: Class 31 contains 17737 members 
Mstep: Class 32 contains 1264 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 21991 members 
Mstep: Class 35 contains 25063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871844.000000 Penalty: 21133.728516
Iteration 295Q: 36 clusters Score -3.587184e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1518 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3887 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18503 members 
Mstep: Class 10 contains 19488 members 
Mstep: Class 11 contains 34502 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38229 members 
Mstep: Class 14 contains 69083 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20412 members 
Mstep: Class 17 contains 1154 members 
Mstep: Class 18 contains 30515 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 90276 members 
Mstep: Class 21 contains 13873 members 
Mstep: Class 22 contains 79060 members 
Mstep: Class 23 contains 342 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17404 members 
Mstep: Class 27 contains 3355 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 61538 members 
Mstep: Class 30 contains 5861 members 
Mstep: Class 31 contains 17983 members 
Mstep: Class 32 contains 1264 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 21917 members 
Mstep: Class 35 contains 25206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871836.000000 Penalty: 21133.728516
Iteration 296Q: 36 clusters Score -3.587184e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1518 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3893 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18502 members 
Mstep: Class 10 contains 19494 members 
Mstep: Class 11 contains 34375 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38218 members 
Mstep: Class 14 contains 69071 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20410 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 30344 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 90539 members 
Mstep: Class 21 contains 13908 members 
Mstep: Class 22 contains 79088 members 
Mstep: Class 23 contains 342 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17375 members 
Mstep: Class 27 contains 3381 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 61348 members 
Mstep: Class 30 contains 5797 members 
Mstep: Class 31 contains 18183 members 
Mstep: Class 32 contains 1266 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 21841 members 
Mstep: Class 35 contains 25325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871696.000000 Penalty: 21133.728516
Iteration 297Q: 36 clusters Score -3.58717e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3896 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18500 members 
Mstep: Class 10 contains 19510 members 
Mstep: Class 11 contains 34224 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38220 members 
Mstep: Class 14 contains 69055 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20408 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 30196 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 90742 members 
Mstep: Class 21 contains 13934 members 
Mstep: Class 22 contains 79167 members 
Mstep: Class 23 contains 342 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17331 members 
Mstep: Class 27 contains 3413 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 61139 members 
Mstep: Class 30 contains 5755 members 
Mstep: Class 31 contains 18414 members 
Mstep: Class 32 contains 1267 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 21733 members 
Mstep: Class 35 contains 25458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871616.000000 Penalty: 21133.728516
Iteration 298Q: 36 clusters Score -3.587162e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3899 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18499 members 
Mstep: Class 10 contains 19542 members 
Mstep: Class 11 contains 34055 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38219 members 
Mstep: Class 14 contains 69041 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20405 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 30005 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 90875 members 
Mstep: Class 21 contains 13955 members 
Mstep: Class 22 contains 79353 members 
Mstep: Class 23 contains 342 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17303 members 
Mstep: Class 27 contains 3441 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 60914 members 
Mstep: Class 30 contains 5707 members 
Mstep: Class 31 contains 18675 members 
Mstep: Class 32 contains 1271 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 21622 members 
Mstep: Class 35 contains 25582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871512.000000 Penalty: 21133.728516
Iteration 299Q: 36 clusters Score -3.587151e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3901 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18498 members 
Mstep: Class 10 contains 19571 members 
Mstep: Class 11 contains 33851 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38198 members 
Mstep: Class 14 contains 69034 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20402 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 29751 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 91091 members 
Mstep: Class 21 contains 13971 members 
Mstep: Class 22 contains 79513 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17307 members 
Mstep: Class 27 contains 3466 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 60691 members 
Mstep: Class 30 contains 5660 members 
Mstep: Class 31 contains 18945 members 
Mstep: Class 32 contains 1278 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 21534 members 
Mstep: Class 35 contains 25703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871688.000000 Penalty: 21133.728516
Iteration 300F: 36 clusters Score -3.587169e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3903 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18497 members 
Mstep: Class 10 contains 19605 members 
Mstep: Class 11 contains 33649 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38185 members 
Mstep: Class 14 contains 69018 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20399 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 29487 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 91279 members 
Mstep: Class 21 contains 13981 members 
Mstep: Class 22 contains 79761 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17258 members 
Mstep: Class 27 contains 3499 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 60470 members 
Mstep: Class 30 contains 5631 members 
Mstep: Class 31 contains 19206 members 
Mstep: Class 32 contains 1280 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 21416 members 
Mstep: Class 35 contains 25842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871584.000000 Penalty: 21133.728516
Iteration 301Q: 36 clusters Score -3.587158e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3904 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18497 members 
Mstep: Class 10 contains 19608 members 
Mstep: Class 11 contains 33436 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38170 members 
Mstep: Class 14 contains 69003 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20398 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 29152 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 91541 members 
Mstep: Class 21 contains 14005 members 
Mstep: Class 22 contains 80087 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17188 members 
Mstep: Class 27 contains 3528 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 60253 members 
Mstep: Class 30 contains 5595 members 
Mstep: Class 31 contains 19449 members 
Mstep: Class 32 contains 1283 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 21338 members 
Mstep: Class 35 contains 25930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871292.000000 Penalty: 21133.728516
Iteration 302Q: 36 clusters Score -3.587129e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3906 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18495 members 
Mstep: Class 10 contains 19599 members 
Mstep: Class 11 contains 33210 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38179 members 
Mstep: Class 14 contains 68992 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20396 members 
Mstep: Class 17 contains 1143 members 
Mstep: Class 18 contains 28657 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 91858 members 
Mstep: Class 21 contains 14024 members 
Mstep: Class 22 contains 80554 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 17068 members 
Mstep: Class 27 contains 3549 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 60077 members 
Mstep: Class 30 contains 5569 members 
Mstep: Class 31 contains 19690 members 
Mstep: Class 32 contains 1286 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 21265 members 
Mstep: Class 35 contains 25994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871044.000000 Penalty: 21133.728516
Iteration 303Q: 36 clusters Score -3.587104e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3911 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 19565 members 
Mstep: Class 11 contains 33000 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38203 members 
Mstep: Class 14 contains 68977 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20392 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 28039 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 92272 members 
Mstep: Class 21 contains 14036 members 
Mstep: Class 22 contains 81157 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16885 members 
Mstep: Class 27 contains 3577 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 59889 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 19944 members 
Mstep: Class 32 contains 1287 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 21172 members 
Mstep: Class 35 contains 26033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870820.000000 Penalty: 21133.728516
Iteration 304Q: 36 clusters Score -3.587082e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3915 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 19581 members 
Mstep: Class 11 contains 32762 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38232 members 
Mstep: Class 14 contains 68963 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20389 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 27191 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 92741 members 
Mstep: Class 21 contains 14033 members 
Mstep: Class 22 contains 82029 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16620 members 
Mstep: Class 27 contains 3610 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 59733 members 
Mstep: Class 30 contains 5501 members 
Mstep: Class 31 contains 20162 members 
Mstep: Class 32 contains 1288 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 21049 members 
Mstep: Class 35 contains 26083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870324.000000 Penalty: 21133.728516
Iteration 305Q: 36 clusters Score -3.587032e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3915 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 19603 members 
Mstep: Class 11 contains 32536 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38256 members 
Mstep: Class 14 contains 68946 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20387 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 26231 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 93372 members 
Mstep: Class 21 contains 14011 members 
Mstep: Class 22 contains 83028 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 16221 members 
Mstep: Class 27 contains 3642 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 59576 members 
Mstep: Class 30 contains 5478 members 
Mstep: Class 31 contains 20360 members 
Mstep: Class 32 contains 1289 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 20932 members 
Mstep: Class 35 contains 26100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869216.000000 Penalty: 21133.728516
Iteration 306Q: 36 clusters Score -3.586922e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3914 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18494 members 
Mstep: Class 10 contains 19637 members 
Mstep: Class 11 contains 32338 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38299 members 
Mstep: Class 14 contains 68930 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20386 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 25046 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 94026 members 
Mstep: Class 21 contains 13967 members 
Mstep: Class 22 contains 84210 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 15827 members 
Mstep: Class 27 contains 3668 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 59390 members 
Mstep: Class 30 contains 5460 members 
Mstep: Class 31 contains 20562 members 
Mstep: Class 32 contains 1290 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 20807 members 
Mstep: Class 35 contains 26123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867892.000000 Penalty: 21133.728516
Iteration 307Q: 36 clusters Score -3.586789e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3915 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18494 members 
Mstep: Class 10 contains 19670 members 
Mstep: Class 11 contains 32180 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38332 members 
Mstep: Class 14 contains 68920 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20385 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 23667 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 94786 members 
Mstep: Class 21 contains 13930 members 
Mstep: Class 22 contains 85568 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 15359 members 
Mstep: Class 27 contains 3699 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 59161 members 
Mstep: Class 30 contains 5435 members 
Mstep: Class 31 contains 20786 members 
Mstep: Class 32 contains 1291 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 20732 members 
Mstep: Class 35 contains 26062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866608.000000 Penalty: 21133.728516
Iteration 308Q: 36 clusters Score -3.586661e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3915 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 19714 members 
Mstep: Class 11 contains 32064 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38376 members 
Mstep: Class 14 contains 68912 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20382 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 22122 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 95713 members 
Mstep: Class 21 contains 13905 members 
Mstep: Class 22 contains 87077 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 14730 members 
Mstep: Class 27 contains 3738 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 58912 members 
Mstep: Class 30 contains 5397 members 
Mstep: Class 31 contains 21005 members 
Mstep: Class 32 contains 1292 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 20651 members 
Mstep: Class 35 contains 25967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865156.000000 Penalty: 21133.728516
Iteration 309Q: 36 clusters Score -3.586516e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3915 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 19764 members 
Mstep: Class 11 contains 31881 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38412 members 
Mstep: Class 14 contains 68901 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20383 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 20557 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 96687 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 88747 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 13990 members 
Mstep: Class 27 contains 3771 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 58694 members 
Mstep: Class 30 contains 5368 members 
Mstep: Class 31 contains 21229 members 
Mstep: Class 32 contains 1292 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 20589 members 
Mstep: Class 35 contains 25825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863484.000000 Penalty: 21133.728516
Iteration 310Q: 36 clusters Score -3.586348e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3915 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18494 members 
Mstep: Class 10 contains 19797 members 
Mstep: Class 11 contains 31639 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38478 members 
Mstep: Class 14 contains 68888 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20381 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 19098 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 97462 members 
Mstep: Class 21 contains 13838 members 
Mstep: Class 22 contains 90540 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 13106 members 
Mstep: Class 27 contains 3809 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 58513 members 
Mstep: Class 30 contains 5341 members 
Mstep: Class 31 contains 21442 members 
Mstep: Class 32 contains 1294 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 20531 members 
Mstep: Class 35 contains 25802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35861756.000000 Penalty: 21133.728516
Iteration 311Q: 36 clusters Score -3.586176e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3917 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 19820 members 
Mstep: Class 11 contains 31255 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38558 members 
Mstep: Class 14 contains 68890 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20379 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 17766 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 98297 members 
Mstep: Class 21 contains 13811 members 
Mstep: Class 22 contains 92516 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 11935 members 
Mstep: Class 27 contains 3849 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 58297 members 
Mstep: Class 30 contains 5312 members 
Mstep: Class 31 contains 21659 members 
Mstep: Class 32 contains 1298 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 20461 members 
Mstep: Class 35 contains 25854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35861124.000000 Penalty: 21133.728516
Iteration 312Q: 36 clusters Score -3.586112e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3918 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 19848 members 
Mstep: Class 11 contains 30680 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38585 members 
Mstep: Class 14 contains 68885 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20374 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 16862 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 98948 members 
Mstep: Class 21 contains 13769 members 
Mstep: Class 22 contains 94777 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 10453 members 
Mstep: Class 27 contains 3892 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 58137 members 
Mstep: Class 30 contains 5303 members 
Mstep: Class 31 contains 21858 members 
Mstep: Class 32 contains 1300 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 20395 members 
Mstep: Class 35 contains 25889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35860488.000000 Penalty: 21133.728516
Iteration 313Q: 36 clusters Score -3.586049e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3919 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 19873 members 
Mstep: Class 11 contains 29785 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38627 members 
Mstep: Class 14 contains 68879 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20371 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 16285 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 99535 members 
Mstep: Class 21 contains 13725 members 
Mstep: Class 22 contains 97245 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 8748 members 
Mstep: Class 27 contains 3936 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 57964 members 
Mstep: Class 30 contains 5302 members 
Mstep: Class 31 contains 22073 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 20341 members 
Mstep: Class 35 contains 25958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35859644.000000 Penalty: 21133.728516
Iteration 314Q: 36 clusters Score -3.585964e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3922 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 19875 members 
Mstep: Class 11 contains 28333 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38684 members 
Mstep: Class 14 contains 68868 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20369 members 
Mstep: Class 17 contains 1155 members 
Mstep: Class 18 contains 16092 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 99789 members 
Mstep: Class 21 contains 13693 members 
Mstep: Class 22 contains 100232 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 7017 members 
Mstep: Class 27 contains 3993 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 57865 members 
Mstep: Class 30 contains 5281 members 
Mstep: Class 31 contains 22269 members 
Mstep: Class 32 contains 1305 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 20282 members 
Mstep: Class 35 contains 25996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35858448.000000 Penalty: 21133.728516
Iteration 315Q: 36 clusters Score -3.585845e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3922 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 19886 members 
Mstep: Class 11 contains 26670 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38721 members 
Mstep: Class 14 contains 68860 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20370 members 
Mstep: Class 17 contains 1155 members 
Mstep: Class 18 contains 16216 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 99318 members 
Mstep: Class 21 contains 13664 members 
Mstep: Class 22 contains 103651 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 5460 members 
Mstep: Class 27 contains 4053 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 57759 members 
Mstep: Class 30 contains 5267 members 
Mstep: Class 31 contains 22476 members 
Mstep: Class 32 contains 1310 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 20219 members 
Mstep: Class 35 contains 26043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35857712.000000 Penalty: 21133.728516
Iteration 316Q: 36 clusters Score -3.585771e+07 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3922 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18491 members 
Mstep: Class 10 contains 19911 members 
Mstep: Class 11 contains 24948 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38721 members 
Mstep: Class 14 contains 68857 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20372 members 
Mstep: Class 17 contains 1159 members 
Mstep: Class 18 contains 16620 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 98110 members 
Mstep: Class 21 contains 13637 members 
Mstep: Class 22 contains 107200 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 4323 members 
Mstep: Class 27 contains 4118 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 57619 members 
Mstep: Class 30 contains 5254 members 
Mstep: Class 31 contains 22684 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 20138 members 
Mstep: Class 35 contains 26112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35856680.000000 Penalty: 21133.728516
Iteration 317Q: 36 clusters Score -3.585668e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3923 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 19937 members 
Mstep: Class 11 contains 23348 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38746 members 
Mstep: Class 14 contains 68859 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20374 members 
Mstep: Class 17 contains 1154 members 
Mstep: Class 18 contains 17212 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 96429 members 
Mstep: Class 21 contains 13609 members 
Mstep: Class 22 contains 110776 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 4198 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 57281 members 
Mstep: Class 30 contains 5242 members 
Mstep: Class 31 contains 22938 members 
Mstep: Class 32 contains 1320 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 20029 members 
Mstep: Class 35 contains 26197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855308.000000 Penalty: 21133.728516
Iteration 318Q: 36 clusters Score -3.585531e+07 nChanged 8016
Entering ConstructFrom: 
Score: -35855308.000000 Penalty: 21133.728516
Entering ConstructFrom: 
Trying to split cluster 1 (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: -74355.562500 Penalty: 320.898804
	Iteration 0F: 2 clusters Score -74355.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -73442.835938 Penalty: 641.797607
	Iteration 0F: 3 clusters Score -73442.84 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -73730.429688 Penalty: 641.797607
	Iteration 1F: 3 clusters Score -73730.43 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -73788.484375 Penalty: 641.797607
	Iteration 2F: 3 clusters Score -73788.48 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -73836.171875 Penalty: 641.797607
	Iteration 3F: 3 clusters Score -73836.17 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -73878.515625 Penalty: 641.797607
	Iteration 4F: 3 clusters Score -73878.52 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -73909.710938 Penalty: 641.797607
	Iteration 5Q: 3 clusters Score -73909.71 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -73938.617188 Penalty: 641.797607
	Iteration 6Q: 3 clusters Score -73938.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -73967.875000 Penalty: 641.797607
	Iteration 7Q: 3 clusters Score -73967.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -73989.890625 Penalty: 641.797607
	Iteration 8Q: 3 clusters Score -73989.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -74011.687500 Penalty: 641.797607
	Iteration 9Q: 3 clusters Score -74011.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -74021.367188 Penalty: 641.797607
	Iteration 10Q: 3 clusters Score -74021.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -74030.382812 Penalty: 641.797607
	Iteration 11Q: 3 clusters Score -74030.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -74035.578125 Penalty: 641.797607
	Iteration 12Q: 3 clusters Score -74035.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -74039.257812 Penalty: 641.797607
	Iteration 13Q: 3 clusters Score -74039.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -74042.296875 Penalty: 641.797607
	Iteration 14Q: 3 clusters Score -74042.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -74044.039062 Penalty: 641.797607
	Iteration 15Q: 3 clusters Score -74044.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74044.242188 Penalty: 641.797607
	Iteration 16Q: 3 clusters Score -74044.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74044.437500 Penalty: 641.797607
	Iteration 17Q: 3 clusters Score -74044.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74044.437500 Penalty: 641.797607
	Iteration 18F: 3 clusters Score -74044.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -39295.179688 Penalty: 299.858704
	Iteration 0F: 2 clusters Score -39295.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -38670.781250 Penalty: 599.717407
	Iteration 0F: 3 clusters Score -38670.78 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -38853.101562 Penalty: 599.717407
	Iteration 1F: 3 clusters Score -38853.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -38899.589844 Penalty: 599.717407
	Iteration 2F: 3 clusters Score -38899.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -38931.644531 Penalty: 599.717407
	Iteration 3F: 3 clusters Score -38931.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -38948.878906 Penalty: 599.717407
	Iteration 4Q: 3 clusters Score -38948.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -38960.675781 Penalty: 599.717407
	Iteration 5Q: 3 clusters Score -38960.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -38973.320312 Penalty: 599.717407
	Iteration 6Q: 3 clusters Score -38973.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -38986.644531 Penalty: 599.717407
	Iteration 7Q: 3 clusters Score -38986.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -39001.320312 Penalty: 599.717407
	Iteration 8Q: 3 clusters Score -39001.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -39010.125000 Penalty: 599.717407
	Iteration 9Q: 3 clusters Score -39010.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -39020.859375 Penalty: 599.717407
	Iteration 10Q: 3 clusters Score -39020.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -39026.035156 Penalty: 599.717407
	Iteration 11Q: 3 clusters Score -39026.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -39031.613281 Penalty: 599.717407
	Iteration 12Q: 3 clusters Score -39031.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -39038.117188 Penalty: 599.717407
	Iteration 13Q: 3 clusters Score -39038.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -39049.824219 Penalty: 599.717407
	Iteration 14Q: 3 clusters Score -39049.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -39077.199219 Penalty: 599.717407
	Iteration 15Q: 3 clusters Score -39077.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -39100.675781 Penalty: 599.717407
	Iteration 16Q: 3 clusters Score -39100.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -39112.550781 Penalty: 599.717407
	Iteration 17Q: 3 clusters Score -39112.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -39121.144531 Penalty: 599.717407
	Iteration 18Q: 3 clusters Score -39121.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -39128.718750 Penalty: 599.717407
	Iteration 19Q: 3 clusters Score -39128.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -39133.468750 Penalty: 599.717407
	Iteration 20F: 3 clusters Score -39133.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -39135.753906 Penalty: 599.717407
	Iteration 21Q: 3 clusters Score -39135.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -39138.871094 Penalty: 599.717407
	Iteration 22Q: 3 clusters Score -39138.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -39140.429688 Penalty: 599.717407
	Iteration 23Q: 3 clusters Score -39140.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -39141.105469 Penalty: 599.717407
	Iteration 24Q: 3 clusters Score -39141.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -39141.105469 Penalty: 599.717407
	Iteration 25F: 3 clusters Score -39141.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -6026.724609 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -6026.725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5821.816895 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -5821.817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5868.273438 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -5868.273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5871.625488 Penalty: 423.510376
	Iteration 2Q: 3 clusters Score -5871.625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5871.625488 Penalty: 423.510376
	Iteration 3F: 3 clusters Score -5871.625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -18102.992188 Penalty: 263.720612
	Iteration 0F: 2 clusters Score -18102.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17724.330078 Penalty: 527.441223
	Iteration 0F: 3 clusters Score -17724.33 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17823.482422 Penalty: 527.441223
	Iteration 1F: 3 clusters Score -17823.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17861.892578 Penalty: 527.441223
	Iteration 2F: 3 clusters Score -17861.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17877.205078 Penalty: 527.441223
	Iteration 3Q: 3 clusters Score -17877.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17883.314453 Penalty: 527.441223
	Iteration 4Q: 3 clusters Score -17883.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17886.164062 Penalty: 527.441223
	Iteration 5Q: 3 clusters Score -17886.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17888.138672 Penalty: 527.441223
	Iteration 6Q: 3 clusters Score -17888.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17890.593750 Penalty: 527.441223
	Iteration 7Q: 3 clusters Score -17890.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17893.082031 Penalty: 527.441223
	Iteration 8Q: 3 clusters Score -17893.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17898.248047 Penalty: 527.441223
	Iteration 9Q: 3 clusters Score -17898.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17899.738281 Penalty: 527.441223
	Iteration 10Q: 3 clusters Score -17899.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17899.738281 Penalty: 527.441223
	Iteration 11F: 3 clusters Score -17899.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -96594.296875 Penalty: 333.174225
	Iteration 0F: 2 clusters Score -96594.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -95468.890625 Penalty: 666.348450
	Iteration 0F: 3 clusters Score -95468.89 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -95786.703125 Penalty: 666.348450
	Iteration 1F: 3 clusters Score -95786.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -95826.265625 Penalty: 666.348450
	Iteration 2F: 3 clusters Score -95826.27 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -95864.109375 Penalty: 666.348450
	Iteration 3Q: 3 clusters Score -95864.11 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -95897.554688 Penalty: 666.348450
	Iteration 4Q: 3 clusters Score -95897.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -95927.539062 Penalty: 666.348450
	Iteration 5Q: 3 clusters Score -95927.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -95954.539062 Penalty: 666.348450
	Iteration 6Q: 3 clusters Score -95954.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -95983.679688 Penalty: 666.348450
	Iteration 7Q: 3 clusters Score -95983.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -96000.687500 Penalty: 666.348450
	Iteration 8Q: 3 clusters Score -96000.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -96014.593750 Penalty: 666.348450
	Iteration 9Q: 3 clusters Score -96014.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -96026.492188 Penalty: 666.348450
	Iteration 10Q: 3 clusters Score -96026.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -96040.312500 Penalty: 666.348450
	Iteration 11Q: 3 clusters Score -96040.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -96058.257812 Penalty: 666.348450
	Iteration 12Q: 3 clusters Score -96058.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -96073.156250 Penalty: 666.348450
	Iteration 13Q: 3 clusters Score -96073.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -96085.890625 Penalty: 666.348450
	Iteration 14Q: 3 clusters Score -96085.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -96094.890625 Penalty: 666.348450
	Iteration 15Q: 3 clusters Score -96094.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -96100.203125 Penalty: 666.348450
	Iteration 16Q: 3 clusters Score -96100.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -96103.007812 Penalty: 666.348450
	Iteration 17Q: 3 clusters Score -96103.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -96104.601562 Penalty: 666.348450
	Iteration 18Q: 3 clusters Score -96104.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -96106.562500 Penalty: 666.348450
	Iteration 19Q: 3 clusters Score -96106.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -96107.375000 Penalty: 666.348450
	Iteration 20F: 3 clusters Score -96107.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -96108.000000 Penalty: 666.348450
	Iteration 21Q: 3 clusters Score -96108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -96108.406250 Penalty: 666.348450
	Iteration 22Q: 3 clusters Score -96108.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -96108.515625 Penalty: 666.348450
	Iteration 23Q: 3 clusters Score -96108.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -96108.765625 Penalty: 666.348450
	Iteration 24Q: 3 clusters Score -96108.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -96108.796875 Penalty: 666.348450
	Iteration 25Q: 3 clusters Score -96108.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -96108.914062 Penalty: 666.348450
	Iteration 26Q: 3 clusters Score -96108.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -96109.078125 Penalty: 666.348450
	Iteration 27Q: 3 clusters Score -96109.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -96109.078125 Penalty: 666.348450
	Iteration 28F: 3 clusters Score -96109.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -20667.675781 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -20667.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20269.013672 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -20269.01 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20360.562500 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -20360.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20376.775391 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -20376.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20383.898438 Penalty: 532.550415
	Iteration 3Q: 3 clusters Score -20383.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20389.134766 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -20389.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20391.361328 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -20391.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20394.339844 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -20394.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20395.900391 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -20395.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20396.873047 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -20396.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20398.656250 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -20398.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20401.039062 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -20401.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20402.722656 Penalty: 532.550415
	Iteration 11Q: 3 clusters Score -20402.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20404.564453 Penalty: 532.550415
	Iteration 12Q: 3 clusters Score -20404.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20407.115234 Penalty: 532.550415
	Iteration 13Q: 3 clusters Score -20407.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20409.388672 Penalty: 532.550415
	Iteration 14Q: 3 clusters Score -20409.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20409.388672 Penalty: 532.550415
	Iteration 15F: 3 clusters Score -20409.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Entering Unmasked Estep 
Score: -224214.953125 Penalty: 376.506439
	Iteration 0F: 2 clusters Score -224215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -221504.140625 Penalty: 753.012878
	Iteration 0F: 3 clusters Score -221504.1 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -222503.671875 Penalty: 753.012878
	Iteration 1F: 3 clusters Score -222503.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -222664.140625 Penalty: 753.012878
	Iteration 2F: 3 clusters Score -222664.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -222853.093750 Penalty: 753.012878
	Iteration 3F: 3 clusters Score -222853.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -223031.375000 Penalty: 753.012878
	Iteration 4F: 3 clusters Score -223031.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -223194.625000 Penalty: 753.012878
	Iteration 5F: 3 clusters Score -223194.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -223347.078125 Penalty: 753.012878
	Iteration 6F: 3 clusters Score -223347.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -223509.312500 Penalty: 753.012878
	Iteration 7F: 3 clusters Score -223509.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -223639.687500 Penalty: 753.012878
	Iteration 8Q: 3 clusters Score -223639.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -223721.687500 Penalty: 753.012878
	Iteration 9Q: 3 clusters Score -223721.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -223775.625000 Penalty: 753.012878
	Iteration 10Q: 3 clusters Score -223775.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -223815.265625 Penalty: 753.012878
	Iteration 11Q: 3 clusters Score -223815.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -223857.390625 Penalty: 753.012878
	Iteration 12Q: 3 clusters Score -223857.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -223896.546875 Penalty: 753.012878
	Iteration 13Q: 3 clusters Score -223896.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -223926.875000 Penalty: 753.012878
	Iteration 14Q: 3 clusters Score -223926.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -223947.062500 Penalty: 753.012878
	Iteration 15Q: 3 clusters Score -223947.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -223966.968750 Penalty: 753.012878
	Iteration 16Q: 3 clusters Score -223967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -223982.156250 Penalty: 753.012878
	Iteration 17Q: 3 clusters Score -223982.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -223992.515625 Penalty: 753.012878
	Iteration 18Q: 3 clusters Score -223992.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -224003.140625 Penalty: 753.012878
	Iteration 19Q: 3 clusters Score -224003.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -224020.765625 Penalty: 753.012878
	Iteration 20F: 3 clusters Score -224020.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -224030.953125 Penalty: 753.012878
	Iteration 21Q: 3 clusters Score -224031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -224037.218750 Penalty: 753.012878
	Iteration 22Q: 3 clusters Score -224037.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -224050.031250 Penalty: 753.012878
	Iteration 23Q: 3 clusters Score -224050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -224062.453125 Penalty: 753.012878
	Iteration 24Q: 3 clusters Score -224062.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -224078.093750 Penalty: 753.012878
	Iteration 25Q: 3 clusters Score -224078.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -224088.093750 Penalty: 753.012878
	Iteration 26Q: 3 clusters Score -224088.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -224091.218750 Penalty: 753.012878
	Iteration 27Q: 3 clusters Score -224091.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -224095.781250 Penalty: 753.012878
	Iteration 28Q: 3 clusters Score -224095.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -224098.390625 Penalty: 753.012878
	Iteration 29Q: 3 clusters Score -224098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -224099.437500 Penalty: 753.012878
	Iteration 30Q: 3 clusters Score -224099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -224099.296875 Penalty: 753.012878
	Iteration 31Q: 3 clusters Score -224099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -224099.671875 Penalty: 753.012878
	Iteration 32Q: 3 clusters Score -224099.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -224100.203125 Penalty: 753.012878
	Iteration 33Q: 3 clusters Score -224100.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -224100.203125 Penalty: 753.012878
	Iteration 34F: 3 clusters Score -224100.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -15628.137695 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -15628.14 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 140 members 
Entering Unmasked Estep 
Score: -15284.634766 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -15284.63 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15342.866211 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -15342.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15353.832031 Penalty: 505.671356
	Iteration 2Q: 3 clusters Score -15353.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15363.294922 Penalty: 505.671356
	Iteration 3Q: 3 clusters Score -15363.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15368.808594 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -15368.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15371.833984 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -15371.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15372.834961 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -15372.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15374.598633 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -15374.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15376.400391 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -15376.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15376.400391 Penalty: 505.671356
	Iteration 9F: 3 clusters Score -15376.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Entering Unmasked Estep 
Score: -1153141.500000 Penalty: 447.041748
	Iteration 0F: 2 clusters Score -1153142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1140682.000000 Penalty: 894.083496
	Iteration 0F: 3 clusters Score -1140682 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1145711.125000 Penalty: 894.083496
	Iteration 1F: 3 clusters Score -1145711 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1146007.750000 Penalty: 894.083496
	Iteration 2Q: 3 clusters Score -1146008 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1146333.500000 Penalty: 894.083496
	Iteration 3Q: 3 clusters Score -1146334 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1146784.250000 Penalty: 894.083496
	Iteration 4Q: 3 clusters Score -1146784 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1147375.625000 Penalty: 894.083496
	Iteration 5F: 3 clusters Score -1147376 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1148079.625000 Penalty: 894.083496
	Iteration 6F: 3 clusters Score -1148080 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1148858.125000 Penalty: 894.083496
	Iteration 7F: 3 clusters Score -1148858 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1149356.375000 Penalty: 894.083496
	Iteration 8F: 3 clusters Score -1149356 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1149580.250000 Penalty: 894.083496
	Iteration 9Q: 3 clusters Score -1149580 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1149682.125000 Penalty: 894.083496
	Iteration 10Q: 3 clusters Score -1149682 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1149750.125000 Penalty: 894.083496
	Iteration 11Q: 3 clusters Score -1149750 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1149809.750000 Penalty: 894.083496
	Iteration 12Q: 3 clusters Score -1149810 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1149868.250000 Penalty: 894.083496
	Iteration 13Q: 3 clusters Score -1149868 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1149952.625000 Penalty: 894.083496
	Iteration 14Q: 3 clusters Score -1149953 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1150058.250000 Penalty: 894.083496
	Iteration 15Q: 3 clusters Score -1150058 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1150181.750000 Penalty: 894.083496
	Iteration 16Q: 3 clusters Score -1150182 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1150339.000000 Penalty: 894.083496
	Iteration 17Q: 3 clusters Score -1150339 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1150521.125000 Penalty: 894.083496
	Iteration 18Q: 3 clusters Score -1150521 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1150731.500000 Penalty: 894.083496
	Iteration 19Q: 3 clusters Score -1150732 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1150935.375000 Penalty: 894.083496
	Iteration 20F: 3 clusters Score -1150935 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1151143.375000 Penalty: 894.083496
	Iteration 21Q: 3 clusters Score -1151143 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1151363.500000 Penalty: 894.083496
	Iteration 22Q: 3 clusters Score -1151364 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1151583.000000 Penalty: 894.083496
	Iteration 23Q: 3 clusters Score -1151583 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1151826.000000 Penalty: 894.083496
	Iteration 24Q: 3 clusters Score -1151826 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1152071.500000 Penalty: 894.083496
	Iteration 25Q: 3 clusters Score -1152072 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1152286.625000 Penalty: 894.083496
	Iteration 26Q: 3 clusters Score -1152287 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1152433.625000 Penalty: 894.083496
	Iteration 27Q: 3 clusters Score -1152434 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1152571.375000 Penalty: 894.083496
	Iteration 28Q: 3 clusters Score -1152571 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1152671.875000 Penalty: 894.083496
	Iteration 29Q: 3 clusters Score -1152672 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1152734.125000 Penalty: 894.083496
	Iteration 30Q: 3 clusters Score -1152734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1152756.000000 Penalty: 894.083496
	Iteration 31Q: 3 clusters Score -1152756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1152766.500000 Penalty: 894.083496
	Iteration 32Q: 3 clusters Score -1152766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1152773.250000 Penalty: 894.083496
	Iteration 33Q: 3 clusters Score -1152773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1152787.625000 Penalty: 894.083496
	Iteration 34Q: 3 clusters Score -1152788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1152796.250000 Penalty: 894.083496
	Iteration 35Q: 3 clusters Score -1152796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1152805.875000 Penalty: 894.083496
	Iteration 36Q: 3 clusters Score -1152806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1152813.750000 Penalty: 894.083496
	Iteration 37Q: 3 clusters Score -1152814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1152816.750000 Penalty: 894.083496
	Iteration 38Q: 3 clusters Score -1152817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1152821.750000 Penalty: 894.083496
	Iteration 39Q: 3 clusters Score -1152822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1152822.375000 Penalty: 894.083496
	Iteration 40F: 3 clusters Score -1152822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -1152822.500000 Penalty: 894.083496
	Iteration 41Q: 3 clusters Score -1152822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1152824.750000 Penalty: 894.083496
	Iteration 42Q: 3 clusters Score -1152825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -1152825.000000 Penalty: 894.083496
	Iteration 43Q: 3 clusters Score -1152825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1152826.875000 Penalty: 894.083496
	Iteration 44Q: 3 clusters Score -1152827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1152826.875000 Penalty: 894.083496
	Iteration 45Q: 3 clusters Score -1152827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1152826.875000 Penalty: 894.083496
	Iteration 46F: 3 clusters Score -1152827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Entering Unmasked Estep 
Score: -1320242.250000 Penalty: 450.503906
	Iteration 0F: 2 clusters Score -1320242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1306980.375000 Penalty: 901.007812
	Iteration 0F: 3 clusters Score -1306980 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1312677.750000 Penalty: 901.007812
	Iteration 1F: 3 clusters Score -1312678 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1313233.875000 Penalty: 901.007812
	Iteration 2F: 3 clusters Score -1313234 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1314111.500000 Penalty: 901.007812
	Iteration 3F: 3 clusters Score -1314112 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1315398.500000 Penalty: 901.007812
	Iteration 4F: 3 clusters Score -1315398 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1316956.000000 Penalty: 901.007812
	Iteration 5F: 3 clusters Score -1316956 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1318465.125000 Penalty: 901.007812
	Iteration 6F: 3 clusters Score -1318465 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1319333.875000 Penalty: 901.007812
	Iteration 7Q: 3 clusters Score -1319334 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1319644.375000 Penalty: 901.007812
	Iteration 8Q: 3 clusters Score -1319644 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1319756.000000 Penalty: 901.007812
	Iteration 9Q: 3 clusters Score -1319756 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1319809.125000 Penalty: 901.007812
	Iteration 10Q: 3 clusters Score -1319809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1319829.500000 Penalty: 901.007812
	Iteration 11Q: 3 clusters Score -1319830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1319841.625000 Penalty: 901.007812
	Iteration 12Q: 3 clusters Score -1319842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1319848.125000 Penalty: 901.007812
	Iteration 13Q: 3 clusters Score -1319848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1319856.000000 Penalty: 901.007812
	Iteration 14Q: 3 clusters Score -1319856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1319858.000000 Penalty: 901.007812
	Iteration 15Q: 3 clusters Score -1319858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1319857.250000 Penalty: 901.007812
	Iteration 16Q: 3 clusters Score -1319857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1319861.250000 Penalty: 901.007812
	Iteration 17Q: 3 clusters Score -1319861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1319864.500000 Penalty: 901.007812
	Iteration 18Q: 3 clusters Score -1319864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1319864.500000 Penalty: 901.007812
	Iteration 19F: 3 clusters Score -1319864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Entering Unmasked Estep 
Score: -1484505.500000 Penalty: 455.260620
	Iteration 0F: 2 clusters Score -1484506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1469595.375000 Penalty: 910.521240
	Iteration 0F: 3 clusters Score -1469595 nChanged 10607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1475726.875000 Penalty: 910.521240
	Iteration 1F: 3 clusters Score -1475727 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1476019.125000 Penalty: 910.521240
	Iteration 2Q: 3 clusters Score -1476019 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1476437.000000 Penalty: 910.521240
	Iteration 3Q: 3 clusters Score -1476437 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1477110.625000 Penalty: 910.521240
	Iteration 4F: 3 clusters Score -1477111 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1478100.125000 Penalty: 910.521240
	Iteration 5F: 3 clusters Score -1478100 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1479502.000000 Penalty: 910.521240
	Iteration 6F: 3 clusters Score -1479502 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1480797.750000 Penalty: 910.521240
	Iteration 7F: 3 clusters Score -1480798 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1481683.250000 Penalty: 910.521240
	Iteration 8Q: 3 clusters Score -1481683 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1482211.125000 Penalty: 910.521240
	Iteration 9Q: 3 clusters Score -1482211 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1482565.375000 Penalty: 910.521240
	Iteration 10Q: 3 clusters Score -1482565 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1482853.000000 Penalty: 910.521240
	Iteration 11Q: 3 clusters Score -1482853 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1483087.250000 Penalty: 910.521240
	Iteration 12Q: 3 clusters Score -1483087 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1483282.875000 Penalty: 910.521240
	Iteration 13Q: 3 clusters Score -1483283 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1483445.625000 Penalty: 910.521240
	Iteration 14Q: 3 clusters Score -1483446 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1483544.125000 Penalty: 910.521240
	Iteration 15Q: 3 clusters Score -1483544 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1483625.375000 Penalty: 910.521240
	Iteration 16Q: 3 clusters Score -1483625 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1483677.125000 Penalty: 910.521240
	Iteration 17Q: 3 clusters Score -1483677 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1483731.750000 Penalty: 910.521240
	Iteration 18Q: 3 clusters Score -1483732 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1483777.375000 Penalty: 910.521240
	Iteration 19Q: 3 clusters Score -1483777 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1483813.500000 Penalty: 910.521240
	Iteration 20F: 3 clusters Score -1483814 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1483831.875000 Penalty: 910.521240
	Iteration 21Q: 3 clusters Score -1483832 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1483837.875000 Penalty: 910.521240
	Iteration 22Q: 3 clusters Score -1483838 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1483848.000000 Penalty: 910.521240
	Iteration 23Q: 3 clusters Score -1483848 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1483863.250000 Penalty: 910.521240
	Iteration 24Q: 3 clusters Score -1483863 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1483876.375000 Penalty: 910.521240
	Iteration 25Q: 3 clusters Score -1483876 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1483883.125000 Penalty: 910.521240
	Iteration 26Q: 3 clusters Score -1483883 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1483888.000000 Penalty: 910.521240
	Iteration 27Q: 3 clusters Score -1483888 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1483914.000000 Penalty: 910.521240
	Iteration 28Q: 3 clusters Score -1483914 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1483942.125000 Penalty: 910.521240
	Iteration 29Q: 3 clusters Score -1483942 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1483973.375000 Penalty: 910.521240
	Iteration 30Q: 3 clusters Score -1483973 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1483983.375000 Penalty: 910.521240
	Iteration 31Q: 3 clusters Score -1483983 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1484009.375000 Penalty: 910.521240
	Iteration 32Q: 3 clusters Score -1484009 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1484024.625000 Penalty: 910.521240
	Iteration 33Q: 3 clusters Score -1484025 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1484034.875000 Penalty: 910.521240
	Iteration 34Q: 3 clusters Score -1484035 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1484037.750000 Penalty: 910.521240
	Iteration 35Q: 3 clusters Score -1484038 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1484046.250000 Penalty: 910.521240
	Iteration 36Q: 3 clusters Score -1484046 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1484046.625000 Penalty: 910.521240
	Iteration 37Q: 3 clusters Score -1484047 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1484044.250000 Penalty: 910.521240
	Iteration 38Q: 3 clusters Score -1484044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1484048.875000 Penalty: 910.521240
	Iteration 39Q: 3 clusters Score -1484049 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1484050.875000 Penalty: 910.521240
	Iteration 40F: 3 clusters Score -1484051 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1484049.000000 Penalty: 910.521240
	Iteration 41Q: 3 clusters Score -1484049 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1484059.750000 Penalty: 910.521240
	Iteration 42Q: 3 clusters Score -1484060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1484063.750000 Penalty: 910.521240
	Iteration 43Q: 3 clusters Score -1484064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1484075.875000 Penalty: 910.521240
	Iteration 44Q: 3 clusters Score -1484076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1484080.250000 Penalty: 910.521240
	Iteration 45Q: 3 clusters Score -1484080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1484084.000000 Penalty: 910.521240
	Iteration 46Q: 3 clusters Score -1484084 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1484089.250000 Penalty: 910.521240
	Iteration 47Q: 3 clusters Score -1484089 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1484092.500000 Penalty: 910.521240
	Iteration 48Q: 3 clusters Score -1484092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1484091.125000 Penalty: 910.521240
	Iteration 49Q: 3 clusters Score -1484091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1484097.250000 Penalty: 910.521240
	Iteration 50Q: 3 clusters Score -1484097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1484099.750000 Penalty: 910.521240
	Iteration 51Q: 3 clusters Score -1484100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1484098.875000 Penalty: 910.521240
	Iteration 52Q: 3 clusters Score -1484099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1484100.125000 Penalty: 910.521240
	Iteration 53Q: 3 clusters Score -1484100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1484101.750000 Penalty: 910.521240
	Iteration 54Q: 3 clusters Score -1484102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1484102.125000 Penalty: 910.521240
	Iteration 55Q: 3 clusters Score -1484102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1484101.500000 Penalty: 910.521240
	Iteration 56Q: 3 clusters Score -1484102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1484109.500000 Penalty: 910.521240
	Iteration 57Q: 3 clusters Score -1484110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1484110.500000 Penalty: 910.521240
	Iteration 58Q: 3 clusters Score -1484110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1484115.125000 Penalty: 910.521240
	Iteration 59Q: 3 clusters Score -1484115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1484123.750000 Penalty: 910.521240
	Iteration 60F: 3 clusters Score -1484124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1484125.375000 Penalty: 910.521240
	Iteration 61Q: 3 clusters Score -1484125 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1484133.750000 Penalty: 910.521240
	Iteration 62Q: 3 clusters Score -1484134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1484135.750000 Penalty: 910.521240
	Iteration 63Q: 3 clusters Score -1484136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1484140.375000 Penalty: 910.521240
	Iteration 64Q: 3 clusters Score -1484140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1484142.375000 Penalty: 910.521240
	Iteration 65Q: 3 clusters Score -1484142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1484146.125000 Penalty: 910.521240
	Iteration 66Q: 3 clusters Score -1484146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1484143.375000 Penalty: 910.521240
	Iteration 67Q: 3 clusters Score -1484143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1484147.625000 Penalty: 910.521240
	Iteration 68Q: 3 clusters Score -1484148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1484154.125000 Penalty: 910.521240
	Iteration 69Q: 3 clusters Score -1484154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1484153.250000 Penalty: 910.521240
	Iteration 70Q: 3 clusters Score -1484153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1484152.000000 Penalty: 910.521240
	Iteration 71Q: 3 clusters Score -1484152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1484147.875000 Penalty: 910.521240
	Iteration 72Q: 3 clusters Score -1484148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1484149.375000 Penalty: 910.521240
	Iteration 73Q: 3 clusters Score -1484149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1484150.000000 Penalty: 910.521240
	Iteration 74Q: 3 clusters Score -1484150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1484147.875000 Penalty: 910.521240
	Iteration 75Q: 3 clusters Score -1484148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1484147.875000 Penalty: 910.521240
	Iteration 76Q: 3 clusters Score -1484148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1484146.250000 Penalty: 910.521240
	Iteration 77Q: 3 clusters Score -1484146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1484146.250000 Penalty: 910.521240
	Iteration 78Q: 3 clusters Score -1484146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1484148.125000 Penalty: 910.521240
	Iteration 79Q: 3 clusters Score -1484148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1484147.625000 Penalty: 910.521240
	Iteration 80F: 3 clusters Score -1484148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1484145.750000 Penalty: 910.521240
	Iteration 81Q: 3 clusters Score -1484146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1484145.125000 Penalty: 910.521240
	Iteration 82Q: 3 clusters Score -1484145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1484146.000000 Penalty: 910.521240
	Iteration 83Q: 3 clusters Score -1484146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1484144.000000 Penalty: 910.521240
	Iteration 84Q: 3 clusters Score -1484144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1484146.250000 Penalty: 910.521240
	Iteration 85Q: 3 clusters Score -1484146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1484146.500000 Penalty: 910.521240
	Iteration 86Q: 3 clusters Score -1484146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1484146.250000 Penalty: 910.521240
	Iteration 87Q: 3 clusters Score -1484146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1484146.625000 Penalty: 910.521240
	Iteration 88Q: 3 clusters Score -1484147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1484148.750000 Penalty: 910.521240
	Iteration 89Q: 3 clusters Score -1484149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1484148.750000 Penalty: 910.521240
	Iteration 90F: 3 clusters Score -1484149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -14210.216797 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -14210.22 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 139 members 
Entering Unmasked Estep 
Score: -13885.125977 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -13885.13 nChanged 86
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: -14008.472656 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -14008.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14047.564453 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -14047.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14062.308594 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -14062.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14069.860352 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -14069.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14076.494141 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -14076.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14084.307617 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -14084.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14084.307617 Penalty: 510.127991
	Iteration 7F: 3 clusters Score -14084.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Entering Unmasked Estep 
Score: -2342320.000000 Penalty: 480.775055
	Iteration 0F: 2 clusters Score -2342320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2316297.000000 Penalty: 961.550110
	Iteration 0F: 3 clusters Score -2316297 nChanged 18819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2327620.750000 Penalty: 961.550110
	Iteration 1F: 3 clusters Score -2327621 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -2328437.500000 Penalty: 961.550110
	Iteration 2Q: 3 clusters Score -2328438 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -2329769.250000 Penalty: 961.550110
	Iteration 3F: 3 clusters Score -2329769 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -2331870.500000 Penalty: 961.550110
	Iteration 4F: 3 clusters Score -2331870 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -2334239.750000 Penalty: 961.550110
	Iteration 5F: 3 clusters Score -2334240 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -2335964.500000 Penalty: 961.550110
	Iteration 6F: 3 clusters Score -2335964 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -2336874.250000 Penalty: 961.550110
	Iteration 7Q: 3 clusters Score -2336874 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -2337473.500000 Penalty: 961.550110
	Iteration 8Q: 3 clusters Score -2337474 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -2337957.750000 Penalty: 961.550110
	Iteration 9Q: 3 clusters Score -2337958 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -2338448.750000 Penalty: 961.550110
	Iteration 10Q: 3 clusters Score -2338449 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -2338941.000000 Penalty: 961.550110
	Iteration 11Q: 3 clusters Score -2338941 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -2339453.000000 Penalty: 961.550110
	Iteration 12Q: 3 clusters Score -2339453 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -2340007.250000 Penalty: 961.550110
	Iteration 13Q: 3 clusters Score -2340007 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -2340479.750000 Penalty: 961.550110
	Iteration 14Q: 3 clusters Score -2340480 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -2340955.750000 Penalty: 961.550110
	Iteration 15Q: 3 clusters Score -2340956 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -2341288.500000 Penalty: 961.550110
	Iteration 16Q: 3 clusters Score -2341288 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -2341540.000000 Penalty: 961.550110
	Iteration 17Q: 3 clusters Score -2341540 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -2341717.250000 Penalty: 961.550110
	Iteration 18Q: 3 clusters Score -2341717 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -2341825.250000 Penalty: 961.550110
	Iteration 19Q: 3 clusters Score -2341825 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -2341869.500000 Penalty: 961.550110
	Iteration 20F: 3 clusters Score -2341870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -2341887.000000 Penalty: 961.550110
	Iteration 21Q: 3 clusters Score -2341887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -2341908.000000 Penalty: 961.550110
	Iteration 22Q: 3 clusters Score -2341908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -2341912.750000 Penalty: 961.550110
	Iteration 23Q: 3 clusters Score -2341913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -2341916.250000 Penalty: 961.550110
	Iteration 24Q: 3 clusters Score -2341916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -2341916.250000 Penalty: 961.550110
	Iteration 25F: 3 clusters Score -2341916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (68853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68853 members 
Entering Unmasked Estep 
Score: -4101510.750000 Penalty: 506.857697
	Iteration 0F: 2 clusters Score -4101511 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 34251 members 
Entering Unmasked Estep 
Score: -4055208.250000 Penalty: 1013.715393
	Iteration 0F: 3 clusters Score -4055208 nChanged 33497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -4076584.750000 Penalty: 1013.715393
	Iteration 1F: 3 clusters Score -4076585 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -4078368.250000 Penalty: 1013.715393
	Iteration 2Q: 3 clusters Score -4078368 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -4081098.250000 Penalty: 1013.715393
	Iteration 3F: 3 clusters Score -4081098 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -4084545.000000 Penalty: 1013.715393
	Iteration 4F: 3 clusters Score -4084545 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -4087709.000000 Penalty: 1013.715393
	Iteration 5F: 3 clusters Score -4087709 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -4089441.250000 Penalty: 1013.715393
	Iteration 6F: 3 clusters Score -4089441 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -4090283.000000 Penalty: 1013.715393
	Iteration 7Q: 3 clusters Score -4090283 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -4090727.750000 Penalty: 1013.715393
	Iteration 8Q: 3 clusters Score -4090728 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -4091163.250000 Penalty: 1013.715393
	Iteration 9Q: 3 clusters Score -4091163 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -4091605.500000 Penalty: 1013.715393
	Iteration 10Q: 3 clusters Score -4091606 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -4092114.250000 Penalty: 1013.715393
	Iteration 11Q: 3 clusters Score -4092114 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -4092735.250000 Penalty: 1013.715393
	Iteration 12Q: 3 clusters Score -4092735 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55009 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -4093407.750000 Penalty: 1013.715393
	Iteration 13Q: 3 clusters Score -4093408 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -4094208.500000 Penalty: 1013.715393
	Iteration 14Q: 3 clusters Score -4094208 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -4095159.500000 Penalty: 1013.715393
	Iteration 15Q: 3 clusters Score -4095160 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -4096203.500000 Penalty: 1013.715393
	Iteration 16Q: 3 clusters Score -4096204 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60997 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -4097279.000000 Penalty: 1013.715393
	Iteration 17Q: 3 clusters Score -4097279 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62132 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -4098203.500000 Penalty: 1013.715393
	Iteration 18Q: 3 clusters Score -4098204 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63060 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -4098889.750000 Penalty: 1013.715393
	Iteration 19Q: 3 clusters Score -4098890 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63756 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -4099289.500000 Penalty: 1013.715393
	Iteration 20F: 3 clusters Score -4099290 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64270 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -4099557.000000 Penalty: 1013.715393
	Iteration 21Q: 3 clusters Score -4099557 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64754 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -4099759.500000 Penalty: 1013.715393
	Iteration 22Q: 3 clusters Score -4099760 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65179 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -4099916.500000 Penalty: 1013.715393
	Iteration 23Q: 3 clusters Score -4099916 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -4100066.750000 Penalty: 1013.715393
	Iteration 24Q: 3 clusters Score -4100067 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65919 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4100192.500000 Penalty: 1013.715393
	Iteration 25Q: 3 clusters Score -4100192 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66213 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4100304.250000 Penalty: 1013.715393
	Iteration 26Q: 3 clusters Score -4100304 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66477 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4100406.750000 Penalty: 1013.715393
	Iteration 27Q: 3 clusters Score -4100407 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66698 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -4100460.500000 Penalty: 1013.715393
	Iteration 28Q: 3 clusters Score -4100460 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66897 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4100534.500000 Penalty: 1013.715393
	Iteration 29Q: 3 clusters Score -4100534 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4100597.000000 Penalty: 1013.715393
	Iteration 30Q: 3 clusters Score -4100597 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67254 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4100653.500000 Penalty: 1013.715393
	Iteration 31Q: 3 clusters Score -4100654 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67426 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4100705.750000 Penalty: 1013.715393
	Iteration 32Q: 3 clusters Score -4100706 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4100762.750000 Penalty: 1013.715393
	Iteration 33Q: 3 clusters Score -4100763 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4100807.250000 Penalty: 1013.715393
	Iteration 34Q: 3 clusters Score -4100807 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67833 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4100854.000000 Penalty: 1013.715393
	Iteration 35Q: 3 clusters Score -4100854 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67945 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4100899.750000 Penalty: 1013.715393
	Iteration 36Q: 3 clusters Score -4100900 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4100947.000000 Penalty: 1013.715393
	Iteration 37Q: 3 clusters Score -4100947 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4100970.750000 Penalty: 1013.715393
	Iteration 38Q: 3 clusters Score -4100971 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4100988.750000 Penalty: 1013.715393
	Iteration 39Q: 3 clusters Score -4100989 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68191 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4101004.750000 Penalty: 1013.715393
	Iteration 40F: 3 clusters Score -4101005 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68225 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4101016.250000 Penalty: 1013.715393
	Iteration 41Q: 3 clusters Score -4101016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68256 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4101031.500000 Penalty: 1013.715393
	Iteration 42Q: 3 clusters Score -4101032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68280 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4101039.000000 Penalty: 1013.715393
	Iteration 43Q: 3 clusters Score -4101039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68301 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4101044.250000 Penalty: 1013.715393
	Iteration 44Q: 3 clusters Score -4101044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4101056.750000 Penalty: 1013.715393
	Iteration 45Q: 3 clusters Score -4101057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4101062.000000 Penalty: 1013.715393
	Iteration 46Q: 3 clusters Score -4101062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4101068.250000 Penalty: 1013.715393
	Iteration 47Q: 3 clusters Score -4101068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4101076.000000 Penalty: 1013.715393
	Iteration 48Q: 3 clusters Score -4101076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68375 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4101081.750000 Penalty: 1013.715393
	Iteration 49Q: 3 clusters Score -4101082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68381 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4101083.250000 Penalty: 1013.715393
	Iteration 50Q: 3 clusters Score -4101083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68387 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4101086.250000 Penalty: 1013.715393
	Iteration 51Q: 3 clusters Score -4101086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4101088.250000 Penalty: 1013.715393
	Iteration 52Q: 3 clusters Score -4101088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4101089.000000 Penalty: 1013.715393
	Iteration 53Q: 3 clusters Score -4101089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68398 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4101095.750000 Penalty: 1013.715393
	Iteration 54Q: 3 clusters Score -4101096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68403 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4101094.250000 Penalty: 1013.715393
	Iteration 55Q: 3 clusters Score -4101094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68405 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4101093.750000 Penalty: 1013.715393
	Iteration 56Q: 3 clusters Score -4101094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68410 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4101093.000000 Penalty: 1013.715393
	Iteration 57Q: 3 clusters Score -4101093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68413 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4101096.250000 Penalty: 1013.715393
	Iteration 58Q: 3 clusters Score -4101096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4101100.750000 Penalty: 1013.715393
	Iteration 59Q: 3 clusters Score -4101101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68419 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4101098.000000 Penalty: 1013.715393
	Iteration 60F: 3 clusters Score -4101098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68420 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4101097.250000 Penalty: 1013.715393
	Iteration 61Q: 3 clusters Score -4101097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68420 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4101097.250000 Penalty: 1013.715393
	Iteration 62F: 3 clusters Score -4101097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -4514.493164 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -4514.493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4326.227539 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -4326.228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4400.626953 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -4400.627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4455.031738 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -4455.032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4474.148926 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -4474.149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4490.317871 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -4490.318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4495.176758 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -4495.177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4495.176758 Penalty: 447.051605
	Iteration 6F: 3 clusters Score -4495.177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Entering Unmasked Estep 
Score: -1288452.250000 Penalty: 451.458374
	Iteration 0F: 2 clusters Score -1288452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1274841.625000 Penalty: 902.916748
	Iteration 0F: 3 clusters Score -1274842 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1281374.500000 Penalty: 902.916748
	Iteration 1F: 3 clusters Score -1281374 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1282181.250000 Penalty: 902.916748
	Iteration 2F: 3 clusters Score -1282181 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1283101.125000 Penalty: 902.916748
	Iteration 3F: 3 clusters Score -1283101 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1283865.625000 Penalty: 902.916748
	Iteration 4F: 3 clusters Score -1283866 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1284373.750000 Penalty: 902.916748
	Iteration 5Q: 3 clusters Score -1284374 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1284645.750000 Penalty: 902.916748
	Iteration 6Q: 3 clusters Score -1284646 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1284777.125000 Penalty: 902.916748
	Iteration 7Q: 3 clusters Score -1284777 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1284841.375000 Penalty: 902.916748
	Iteration 8Q: 3 clusters Score -1284841 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1284889.125000 Penalty: 902.916748
	Iteration 9Q: 3 clusters Score -1284889 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1284939.125000 Penalty: 902.916748
	Iteration 10Q: 3 clusters Score -1284939 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1284983.125000 Penalty: 902.916748
	Iteration 11Q: 3 clusters Score -1284983 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1285039.375000 Penalty: 902.916748
	Iteration 12Q: 3 clusters Score -1285039 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1285100.500000 Penalty: 902.916748
	Iteration 13Q: 3 clusters Score -1285100 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1285173.375000 Penalty: 902.916748
	Iteration 14Q: 3 clusters Score -1285173 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1285244.750000 Penalty: 902.916748
	Iteration 15Q: 3 clusters Score -1285245 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1285343.500000 Penalty: 902.916748
	Iteration 16Q: 3 clusters Score -1285344 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1285443.250000 Penalty: 902.916748
	Iteration 17Q: 3 clusters Score -1285443 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1285566.125000 Penalty: 902.916748
	Iteration 18Q: 3 clusters Score -1285566 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1285696.500000 Penalty: 902.916748
	Iteration 19Q: 3 clusters Score -1285696 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1285831.000000 Penalty: 902.916748
	Iteration 20F: 3 clusters Score -1285831 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1286005.375000 Penalty: 902.916748
	Iteration 21Q: 3 clusters Score -1286005 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1286205.250000 Penalty: 902.916748
	Iteration 22Q: 3 clusters Score -1286205 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1286412.750000 Penalty: 902.916748
	Iteration 23Q: 3 clusters Score -1286413 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1286626.625000 Penalty: 902.916748
	Iteration 24Q: 3 clusters Score -1286627 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1286849.625000 Penalty: 902.916748
	Iteration 25Q: 3 clusters Score -1286850 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1287074.000000 Penalty: 902.916748
	Iteration 26Q: 3 clusters Score -1287074 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1287301.250000 Penalty: 902.916748
	Iteration 27Q: 3 clusters Score -1287301 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1287492.750000 Penalty: 902.916748
	Iteration 28Q: 3 clusters Score -1287493 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1287659.625000 Penalty: 902.916748
	Iteration 29Q: 3 clusters Score -1287660 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1287782.500000 Penalty: 902.916748
	Iteration 30Q: 3 clusters Score -1287782 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1287876.000000 Penalty: 902.916748
	Iteration 31Q: 3 clusters Score -1287876 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1287933.625000 Penalty: 902.916748
	Iteration 32Q: 3 clusters Score -1287934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1287970.750000 Penalty: 902.916748
	Iteration 33Q: 3 clusters Score -1287971 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1287993.750000 Penalty: 902.916748
	Iteration 34Q: 3 clusters Score -1287994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1288012.000000 Penalty: 902.916748
	Iteration 35Q: 3 clusters Score -1288012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1288027.250000 Penalty: 902.916748
	Iteration 36Q: 3 clusters Score -1288027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1288034.000000 Penalty: 902.916748
	Iteration 37Q: 3 clusters Score -1288034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1288035.875000 Penalty: 902.916748
	Iteration 38Q: 3 clusters Score -1288036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1288041.375000 Penalty: 902.916748
	Iteration 39Q: 3 clusters Score -1288041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1288048.750000 Penalty: 902.916748
	Iteration 40F: 3 clusters Score -1288049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1288052.000000 Penalty: 902.916748
	Iteration 41Q: 3 clusters Score -1288052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1288056.125000 Penalty: 902.916748
	Iteration 42Q: 3 clusters Score -1288056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1288058.125000 Penalty: 902.916748
	Iteration 43Q: 3 clusters Score -1288058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1288058.250000 Penalty: 902.916748
	Iteration 44Q: 3 clusters Score -1288058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1288058.250000 Penalty: 902.916748
	Iteration 45F: 3 clusters Score -1288058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -69041.265625 Penalty: 320.898804
	Iteration 0F: 2 clusters Score -69041.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -68143.015625 Penalty: 641.797607
	Iteration 0F: 3 clusters Score -68143.02 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -68437.835938 Penalty: 641.797607
	Iteration 1F: 3 clusters Score -68437.84 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -68516.140625 Penalty: 641.797607
	Iteration 2F: 3 clusters Score -68516.14 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -68609.218750 Penalty: 641.797607
	Iteration 3F: 3 clusters Score -68609.22 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -68660.773438 Penalty: 641.797607
	Iteration 4F: 3 clusters Score -68660.77 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -68702.109375 Penalty: 641.797607
	Iteration 5Q: 3 clusters Score -68702.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -68732.843750 Penalty: 641.797607
	Iteration 6Q: 3 clusters Score -68732.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -68768.429688 Penalty: 641.797607
	Iteration 7Q: 3 clusters Score -68768.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -68800.781250 Penalty: 641.797607
	Iteration 8Q: 3 clusters Score -68800.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -68824.789062 Penalty: 641.797607
	Iteration 9Q: 3 clusters Score -68824.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -68845.750000 Penalty: 641.797607
	Iteration 10Q: 3 clusters Score -68845.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -68859.859375 Penalty: 641.797607
	Iteration 11Q: 3 clusters Score -68859.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -68871.812500 Penalty: 641.797607
	Iteration 12Q: 3 clusters Score -68871.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -68879.554688 Penalty: 641.797607
	Iteration 13Q: 3 clusters Score -68879.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -68886.335938 Penalty: 641.797607
	Iteration 14Q: 3 clusters Score -68886.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -68897.976562 Penalty: 641.797607
	Iteration 15Q: 3 clusters Score -68897.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -68909.101562 Penalty: 641.797607
	Iteration 16Q: 3 clusters Score -68909.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -68913.445312 Penalty: 641.797607
	Iteration 17Q: 3 clusters Score -68913.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -68915.968750 Penalty: 641.797607
	Iteration 18Q: 3 clusters Score -68915.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -68918.781250 Penalty: 641.797607
	Iteration 19Q: 3 clusters Score -68918.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -68919.679688 Penalty: 641.797607
	Iteration 20F: 3 clusters Score -68919.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -68920.078125 Penalty: 641.797607
	Iteration 21Q: 3 clusters Score -68920.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -68920.078125 Penalty: 641.797607
	Iteration 22F: 3 clusters Score -68920.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Entering Unmasked Estep 
Score: -1215194.875000 Penalty: 445.918335
	Iteration 0F: 2 clusters Score -1215195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1203213.750000 Penalty: 891.836670
	Iteration 0F: 3 clusters Score -1203214 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1208792.375000 Penalty: 891.836670
	Iteration 1F: 3 clusters Score -1208792 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1209755.000000 Penalty: 891.836670
	Iteration 2F: 3 clusters Score -1209755 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1211172.500000 Penalty: 891.836670
	Iteration 3F: 3 clusters Score -1211172 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1212705.750000 Penalty: 891.836670
	Iteration 4F: 3 clusters Score -1212706 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1213546.250000 Penalty: 891.836670
	Iteration 5F: 3 clusters Score -1213546 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1213880.000000 Penalty: 891.836670
	Iteration 6Q: 3 clusters Score -1213880 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1214104.250000 Penalty: 891.836670
	Iteration 7Q: 3 clusters Score -1214104 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1214282.375000 Penalty: 891.836670
	Iteration 8Q: 3 clusters Score -1214282 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1214379.250000 Penalty: 891.836670
	Iteration 9Q: 3 clusters Score -1214379 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1214451.625000 Penalty: 891.836670
	Iteration 10Q: 3 clusters Score -1214452 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1214497.250000 Penalty: 891.836670
	Iteration 11Q: 3 clusters Score -1214497 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1214535.250000 Penalty: 891.836670
	Iteration 12Q: 3 clusters Score -1214535 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1214548.500000 Penalty: 891.836670
	Iteration 13Q: 3 clusters Score -1214548 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1214563.000000 Penalty: 891.836670
	Iteration 14Q: 3 clusters Score -1214563 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1214574.625000 Penalty: 891.836670
	Iteration 15Q: 3 clusters Score -1214575 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1214573.875000 Penalty: 891.836670
	Iteration 16Q: 3 clusters Score -1214574 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1214574.375000 Penalty: 891.836670
	Iteration 17Q: 3 clusters Score -1214574 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1214580.250000 Penalty: 891.836670
	Iteration 18Q: 3 clusters Score -1214580 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1214585.250000 Penalty: 891.836670
	Iteration 19Q: 3 clusters Score -1214585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1214589.250000 Penalty: 891.836670
	Iteration 20F: 3 clusters Score -1214589 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1214593.625000 Penalty: 891.836670
	Iteration 21Q: 3 clusters Score -1214594 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1214602.250000 Penalty: 891.836670
	Iteration 22Q: 3 clusters Score -1214602 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1214598.000000 Penalty: 891.836670
	Iteration 23Q: 3 clusters Score -1214598 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1214610.125000 Penalty: 891.836670
	Iteration 24Q: 3 clusters Score -1214610 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1214627.125000 Penalty: 891.836670
	Iteration 25Q: 3 clusters Score -1214627 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1214647.625000 Penalty: 891.836670
	Iteration 26Q: 3 clusters Score -1214648 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1214652.875000 Penalty: 891.836670
	Iteration 27Q: 3 clusters Score -1214653 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1214664.125000 Penalty: 891.836670
	Iteration 28Q: 3 clusters Score -1214664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1214668.250000 Penalty: 891.836670
	Iteration 29Q: 3 clusters Score -1214668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1214669.125000 Penalty: 891.836670
	Iteration 30Q: 3 clusters Score -1214669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1214671.750000 Penalty: 891.836670
	Iteration 31Q: 3 clusters Score -1214672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1214674.375000 Penalty: 891.836670
	Iteration 32Q: 3 clusters Score -1214674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1214671.625000 Penalty: 891.836670
	Iteration 33Q: 3 clusters Score -1214672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1214679.125000 Penalty: 891.836670
	Iteration 34Q: 3 clusters Score -1214679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1214684.125000 Penalty: 891.836670
	Iteration 35Q: 3 clusters Score -1214684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1214681.500000 Penalty: 891.836670
	Iteration 36Q: 3 clusters Score -1214682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1214679.250000 Penalty: 891.836670
	Iteration 37Q: 3 clusters Score -1214679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1214683.375000 Penalty: 891.836670
	Iteration 38Q: 3 clusters Score -1214683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1214682.125000 Penalty: 891.836670
	Iteration 39Q: 3 clusters Score -1214682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1214680.375000 Penalty: 891.836670
	Iteration 40F: 3 clusters Score -1214680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1214682.000000 Penalty: 891.836670
	Iteration 41Q: 3 clusters Score -1214682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1214679.875000 Penalty: 891.836670
	Iteration 42Q: 3 clusters Score -1214680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1214679.875000 Penalty: 891.836670
	Iteration 43Q: 3 clusters Score -1214680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1214679.875000 Penalty: 891.836670
	Iteration 44F: 3 clusters Score -1214680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -7275.728516 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -7275.729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7083.865234 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -7083.865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7129.197266 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -7129.197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7142.068848 Penalty: 441.534760
	Iteration 2Q: 3 clusters Score -7142.069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7144.881836 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -7144.882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7146.782715 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -7146.783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7147.778320 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -7147.778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7147.778320 Penalty: 441.534760
	Iteration 6F: 3 clusters Score -7147.778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (94441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94441 members 
Entering Unmasked Estep 
Score: -6210198.000000 Penalty: 521.235718
	Iteration 0F: 2 clusters Score -6210198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -6149641.000000 Penalty: 1042.471436
	Iteration 0F: 3 clusters Score -6149641 nChanged 46260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57909 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -6181136.000000 Penalty: 1042.471436
	Iteration 1F: 3 clusters Score -6181136 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63550 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -6185405.500000 Penalty: 1042.471436
	Iteration 2F: 3 clusters Score -6185406 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -6191511.500000 Penalty: 1042.471436
	Iteration 3F: 3 clusters Score -6191512 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -6198547.500000 Penalty: 1042.471436
	Iteration 4F: 3 clusters Score -6198548 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79677 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -6204310.000000 Penalty: 1042.471436
	Iteration 5F: 3 clusters Score -6204310 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -6207106.000000 Penalty: 1042.471436
	Iteration 6Q: 3 clusters Score -6207106 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82610 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -6208390.500000 Penalty: 1042.471436
	Iteration 7Q: 3 clusters Score -6208390 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83432 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -6209170.000000 Penalty: 1042.471436
	Iteration 8Q: 3 clusters Score -6209170 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84077 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -6209633.000000 Penalty: 1042.471436
	Iteration 9Q: 3 clusters Score -6209633 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84692 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -6210002.000000 Penalty: 1042.471436
	Iteration 10Q: 3 clusters Score -6210002 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85291 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -6210293.000000 Penalty: 1042.471436
	Iteration 11Q: 3 clusters Score -6210293 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85828 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -6210482.000000 Penalty: 1042.471436
	Iteration 12Q: 3 clusters Score -6210482 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86346 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -6210683.000000 Penalty: 1042.471436
	Iteration 13Q: 3 clusters Score -6210683 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -6210857.500000 Penalty: 1042.471436
	Iteration 14Q: 3 clusters Score -6210858 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87317 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -6211018.500000 Penalty: 1042.471436
	Iteration 15Q: 3 clusters Score -6211018 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87717 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -6211115.500000 Penalty: 1042.471436
	Iteration 16Q: 3 clusters Score -6211116 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88049 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -6211214.500000 Penalty: 1042.471436
	Iteration 17Q: 3 clusters Score -6211214 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88305 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -6211296.000000 Penalty: 1042.471436
	Iteration 18Q: 3 clusters Score -6211296 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88524 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -6211375.500000 Penalty: 1042.471436
	Iteration 19Q: 3 clusters Score -6211376 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88677 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -6211440.000000 Penalty: 1042.471436
	Iteration 20F: 3 clusters Score -6211440 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88825 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -6211508.500000 Penalty: 1042.471436
	Iteration 21Q: 3 clusters Score -6211508 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -6211562.000000 Penalty: 1042.471436
	Iteration 22Q: 3 clusters Score -6211562 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89058 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -6211633.000000 Penalty: 1042.471436
	Iteration 23Q: 3 clusters Score -6211633 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89151 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -6211676.500000 Penalty: 1042.471436
	Iteration 24Q: 3 clusters Score -6211676 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89242 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -6211720.500000 Penalty: 1042.471436
	Iteration 25Q: 3 clusters Score -6211720 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89333 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -6211720.500000 Penalty: 1042.471436
	Iteration 26Q: 3 clusters Score -6211720 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89425 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -6211719.500000 Penalty: 1042.471436
	Iteration 27Q: 3 clusters Score -6211720 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89518 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -6211712.000000 Penalty: 1042.471436
	Iteration 28Q: 3 clusters Score -6211712 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89629 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -6211710.000000 Penalty: 1042.471436
	Iteration 29Q: 3 clusters Score -6211710 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89738 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -6211699.000000 Penalty: 1042.471436
	Iteration 30Q: 3 clusters Score -6211699 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89814 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -6211682.500000 Penalty: 1042.471436
	Iteration 31Q: 3 clusters Score -6211682 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89903 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -6211665.000000 Penalty: 1042.471436
	Iteration 32Q: 3 clusters Score -6211665 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89962 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -6211660.500000 Penalty: 1042.471436
	Iteration 33Q: 3 clusters Score -6211660 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90021 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -6211661.000000 Penalty: 1042.471436
	Iteration 34Q: 3 clusters Score -6211661 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90112 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -6211656.500000 Penalty: 1042.471436
	Iteration 35Q: 3 clusters Score -6211656 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -6211656.000000 Penalty: 1042.471436
	Iteration 36Q: 3 clusters Score -6211656 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90292 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -6211638.000000 Penalty: 1042.471436
	Iteration 37Q: 3 clusters Score -6211638 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90387 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -6211629.500000 Penalty: 1042.471436
	Iteration 38Q: 3 clusters Score -6211630 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90510 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -6211614.000000 Penalty: 1042.471436
	Iteration 39Q: 3 clusters Score -6211614 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90643 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -6211593.500000 Penalty: 1042.471436
	Iteration 40F: 3 clusters Score -6211594 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90765 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -6211579.500000 Penalty: 1042.471436
	Iteration 41Q: 3 clusters Score -6211580 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90864 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -6211564.000000 Penalty: 1042.471436
	Iteration 42Q: 3 clusters Score -6211564 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90976 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -6211566.000000 Penalty: 1042.471436
	Iteration 43Q: 3 clusters Score -6211566 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91089 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -6211512.000000 Penalty: 1042.471436
	Iteration 44Q: 3 clusters Score -6211512 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91206 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -6211511.000000 Penalty: 1042.471436
	Iteration 45Q: 3 clusters Score -6211511 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91386 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -6211460.000000 Penalty: 1042.471436
	Iteration 46Q: 3 clusters Score -6211460 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91585 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -6211390.000000 Penalty: 1042.471436
	Iteration 47Q: 3 clusters Score -6211390 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -6211294.500000 Penalty: 1042.471436
	Iteration 48Q: 3 clusters Score -6211294 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91933 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -6211301.500000 Penalty: 1042.471436
	Iteration 49Q: 3 clusters Score -6211302 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92076 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6211219.000000 Penalty: 1042.471436
	Iteration 50Q: 3 clusters Score -6211219 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92230 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -6211173.000000 Penalty: 1042.471436
	Iteration 51Q: 3 clusters Score -6211173 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92388 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6211086.500000 Penalty: 1042.471436
	Iteration 52Q: 3 clusters Score -6211086 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92543 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6211015.000000 Penalty: 1042.471436
	Iteration 53Q: 3 clusters Score -6211015 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92710 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6210916.000000 Penalty: 1042.471436
	Iteration 54Q: 3 clusters Score -6210916 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92884 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6210827.000000 Penalty: 1042.471436
	Iteration 55Q: 3 clusters Score -6210827 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93053 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6210722.000000 Penalty: 1042.471436
	Iteration 56Q: 3 clusters Score -6210722 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93200 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6210678.000000 Penalty: 1042.471436
	Iteration 57Q: 3 clusters Score -6210678 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93321 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6210600.500000 Penalty: 1042.471436
	Iteration 58Q: 3 clusters Score -6210600 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93424 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6210552.000000 Penalty: 1042.471436
	Iteration 59Q: 3 clusters Score -6210552 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93501 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6210500.500000 Penalty: 1042.471436
	Iteration 60F: 3 clusters Score -6210500 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93581 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6210487.000000 Penalty: 1042.471436
	Iteration 61Q: 3 clusters Score -6210487 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93650 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6210408.500000 Penalty: 1042.471436
	Iteration 62Q: 3 clusters Score -6210408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93706 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6210366.500000 Penalty: 1042.471436
	Iteration 63Q: 3 clusters Score -6210366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93750 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6210361.000000 Penalty: 1042.471436
	Iteration 64Q: 3 clusters Score -6210361 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93785 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6210336.000000 Penalty: 1042.471436
	Iteration 65Q: 3 clusters Score -6210336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93810 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6210312.500000 Penalty: 1042.471436
	Iteration 66Q: 3 clusters Score -6210312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93838 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6210275.000000 Penalty: 1042.471436
	Iteration 67Q: 3 clusters Score -6210275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6210255.500000 Penalty: 1042.471436
	Iteration 68Q: 3 clusters Score -6210256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93892 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6210255.000000 Penalty: 1042.471436
	Iteration 69Q: 3 clusters Score -6210255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93917 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6210221.500000 Penalty: 1042.471436
	Iteration 70Q: 3 clusters Score -6210222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6210202.000000 Penalty: 1042.471436
	Iteration 71Q: 3 clusters Score -6210202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93953 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6210226.000000 Penalty: 1042.471436
	Iteration 72Q: 3 clusters Score -6210226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6210210.000000 Penalty: 1042.471436
	Iteration 73Q: 3 clusters Score -6210210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6210212.500000 Penalty: 1042.471436
	Iteration 74Q: 3 clusters Score -6210212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93992 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6210199.500000 Penalty: 1042.471436
	Iteration 75Q: 3 clusters Score -6210200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6210205.000000 Penalty: 1042.471436
	Iteration 76Q: 3 clusters Score -6210205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94012 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6210202.000000 Penalty: 1042.471436
	Iteration 77Q: 3 clusters Score -6210202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94023 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6210196.000000 Penalty: 1042.471436
	Iteration 78Q: 3 clusters Score -6210196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94034 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6210181.500000 Penalty: 1042.471436
	Iteration 79Q: 3 clusters Score -6210182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94042 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6210174.500000 Penalty: 1042.471436
	Iteration 80F: 3 clusters Score -6210174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94054 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6210167.500000 Penalty: 1042.471436
	Iteration 81Q: 3 clusters Score -6210168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94063 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6210157.000000 Penalty: 1042.471436
	Iteration 82Q: 3 clusters Score -6210157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6210157.500000 Penalty: 1042.471436
	Iteration 83Q: 3 clusters Score -6210158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94076 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6210151.500000 Penalty: 1042.471436
	Iteration 84Q: 3 clusters Score -6210152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94079 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6210146.500000 Penalty: 1042.471436
	Iteration 85Q: 3 clusters Score -6210146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94082 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6210144.000000 Penalty: 1042.471436
	Iteration 86Q: 3 clusters Score -6210144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94087 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6210145.500000 Penalty: 1042.471436
	Iteration 87Q: 3 clusters Score -6210146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94090 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6210131.000000 Penalty: 1042.471436
	Iteration 88Q: 3 clusters Score -6210131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6210119.500000 Penalty: 1042.471436
	Iteration 89Q: 3 clusters Score -6210120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94100 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6210127.500000 Penalty: 1042.471436
	Iteration 90Q: 3 clusters Score -6210128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94103 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6210123.000000 Penalty: 1042.471436
	Iteration 91Q: 3 clusters Score -6210123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94105 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6210127.500000 Penalty: 1042.471436
	Iteration 92Q: 3 clusters Score -6210128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94106 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6210125.000000 Penalty: 1042.471436
	Iteration 93Q: 3 clusters Score -6210125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94108 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6210119.000000 Penalty: 1042.471436
	Iteration 94Q: 3 clusters Score -6210119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94111 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6210118.000000 Penalty: 1042.471436
	Iteration 95Q: 3 clusters Score -6210118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6210108.500000 Penalty: 1042.471436
	Iteration 96Q: 3 clusters Score -6210108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94115 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6210101.000000 Penalty: 1042.471436
	Iteration 97Q: 3 clusters Score -6210101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6210099.500000 Penalty: 1042.471436
	Iteration 98Q: 3 clusters Score -6210100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6210099.500000 Penalty: 1042.471436
	Iteration 99F: 3 clusters Score -6210100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Entering Unmasked Estep 
Score: -886032.375000 Penalty: 432.973969
	Iteration 0F: 2 clusters Score -886032.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -876952.437500 Penalty: 865.947937
	Iteration 0F: 3 clusters Score -876952.4 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -880394.375000 Penalty: 865.947937
	Iteration 1F: 3 clusters Score -880394.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -880529.687500 Penalty: 865.947937
	Iteration 2Q: 3 clusters Score -880529.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -880704.812500 Penalty: 865.947937
	Iteration 3Q: 3 clusters Score -880704.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -880953.250000 Penalty: 865.947937
	Iteration 4Q: 3 clusters Score -880953.2 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -881332.125000 Penalty: 865.947937
	Iteration 5F: 3 clusters Score -881332.1 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -881949.062500 Penalty: 865.947937
	Iteration 6F: 3 clusters Score -881949.1 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -883005.500000 Penalty: 865.947937
	Iteration 7F: 3 clusters Score -883005.5 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -884305.875000 Penalty: 865.947937
	Iteration 8F: 3 clusters Score -884305.9 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -885066.125000 Penalty: 865.947937
	Iteration 9F: 3 clusters Score -885066.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -885422.937500 Penalty: 865.947937
	Iteration 10Q: 3 clusters Score -885422.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -885630.812500 Penalty: 865.947937
	Iteration 11Q: 3 clusters Score -885630.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -885775.750000 Penalty: 865.947937
	Iteration 12Q: 3 clusters Score -885775.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -885875.250000 Penalty: 865.947937
	Iteration 13Q: 3 clusters Score -885875.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -885943.562500 Penalty: 865.947937
	Iteration 14Q: 3 clusters Score -885943.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -885999.812500 Penalty: 865.947937
	Iteration 15Q: 3 clusters Score -885999.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -886033.625000 Penalty: 865.947937
	Iteration 16Q: 3 clusters Score -886033.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -886061.812500 Penalty: 865.947937
	Iteration 17Q: 3 clusters Score -886061.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -886082.062500 Penalty: 865.947937
	Iteration 18Q: 3 clusters Score -886082.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -886093.625000 Penalty: 865.947937
	Iteration 19Q: 3 clusters Score -886093.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -886094.812500 Penalty: 865.947937
	Iteration 20F: 3 clusters Score -886094.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -886102.125000 Penalty: 865.947937
	Iteration 21Q: 3 clusters Score -886102.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -886103.562500 Penalty: 865.947937
	Iteration 22Q: 3 clusters Score -886103.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -886106.250000 Penalty: 865.947937
	Iteration 23Q: 3 clusters Score -886106.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -886106.875000 Penalty: 865.947937
	Iteration 24Q: 3 clusters Score -886106.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -886107.125000 Penalty: 865.947937
	Iteration 25Q: 3 clusters Score -886107.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -886107.250000 Penalty: 865.947937
	Iteration 26Q: 3 clusters Score -886107.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -886108.500000 Penalty: 865.947937
	Iteration 27Q: 3 clusters Score -886108.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -886106.437500 Penalty: 865.947937
	Iteration 28Q: 3 clusters Score -886106.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -886106.687500 Penalty: 865.947937
	Iteration 29Q: 3 clusters Score -886106.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -886106.687500 Penalty: 865.947937
	Iteration 30F: 3 clusters Score -886106.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 19954 members 
Mstep: Class 11 contains 22153 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38812 members 
Mstep: Class 14 contains 68853 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20377 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 18041 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 94441 members 
Mstep: Class 21 contains 9165 members 
Mstep: Class 22 contains 113677 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 4263 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 56977 members 
Mstep: Class 30 contains 5242 members 
Mstep: Class 31 contains 23194 members 
Mstep: Class 32 contains 1328 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 19943 members 
Mstep: Class 35 contains 26249 members 
Mstep: Class 36 contains 4409 members 
Entering Unmasked Estep 
Score: -35853164.000000 Penalty: 21737.548828
Splitting cluster 21 changes total score from -35855308.000000 to -35853164.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (113677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113677 members 
Entering Unmasked Estep 
Score: -7459041.500000 Penalty: 529.670776
	Iteration 0F: 2 clusters Score -7459042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -7396592.500000 Penalty: 1059.341553
	Iteration 0F: 3 clusters Score -7396592 nChanged 55707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -7431918.500000 Penalty: 1059.341553
	Iteration 1F: 3 clusters Score -7431918 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 64123 members 
Entering Unmasked Estep 
Score: -7435073.500000 Penalty: 1059.341553
	Iteration 2Q: 3 clusters Score -7435074 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -7440597.000000 Penalty: 1059.341553
	Iteration 3F: 3 clusters Score -7440597 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -7448452.000000 Penalty: 1059.341553
	Iteration 4F: 3 clusters Score -7448452 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 68189 members 
Entering Unmasked Estep 
Score: -7455252.000000 Penalty: 1059.341553
	Iteration 5F: 3 clusters Score -7455252 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 67330 members 
Entering Unmasked Estep 
Score: -7459019.500000 Penalty: 1059.341553
	Iteration 6F: 3 clusters Score -7459020 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 66044 members 
Entering Unmasked Estep 
Score: -7461359.000000 Penalty: 1059.341553
	Iteration 7Q: 3 clusters Score -7461359 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 64328 members 
Entering Unmasked Estep 
Score: -7463759.000000 Penalty: 1059.341553
	Iteration 8Q: 3 clusters Score -7463759 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 62407 members 
Entering Unmasked Estep 
Score: -7465948.000000 Penalty: 1059.341553
	Iteration 9Q: 3 clusters Score -7465948 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -7467732.000000 Penalty: 1059.341553
	Iteration 10Q: 3 clusters Score -7467732 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -7469022.500000 Penalty: 1059.341553
	Iteration 11Q: 3 clusters Score -7469022 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
Score: -7469960.000000 Penalty: 1059.341553
	Iteration 12Q: 3 clusters Score -7469960 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 52871 members 
Entering Unmasked Estep 
Score: -7470503.000000 Penalty: 1059.341553
	Iteration 13Q: 3 clusters Score -7470503 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62977 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -7470847.000000 Penalty: 1059.341553
	Iteration 14Q: 3 clusters Score -7470847 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64949 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -7470897.000000 Penalty: 1059.341553
	Iteration 15Q: 3 clusters Score -7470897 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66836 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -7470934.000000 Penalty: 1059.341553
	Iteration 16Q: 3 clusters Score -7470934 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68559 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -7470964.500000 Penalty: 1059.341553
	Iteration 17Q: 3 clusters Score -7470964 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70124 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -7471011.500000 Penalty: 1059.341553
	Iteration 18Q: 3 clusters Score -7471012 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71526 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -7471085.000000 Penalty: 1059.341553
	Iteration 19Q: 3 clusters Score -7471085 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -7471266.000000 Penalty: 1059.341553
	Iteration 20F: 3 clusters Score -7471266 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73812 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -7471285.000000 Penalty: 1059.341553
	Iteration 21Q: 3 clusters Score -7471285 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74588 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -7471213.500000 Penalty: 1059.341553
	Iteration 22Q: 3 clusters Score -7471214 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75304 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -7471218.000000 Penalty: 1059.341553
	Iteration 23Q: 3 clusters Score -7471218 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76007 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -7471382.500000 Penalty: 1059.341553
	Iteration 24Q: 3 clusters Score -7471382 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -7471456.000000 Penalty: 1059.341553
	Iteration 25Q: 3 clusters Score -7471456 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76600 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -7471494.000000 Penalty: 1059.341553
	Iteration 26Q: 3 clusters Score -7471494 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76691 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -7471503.000000 Penalty: 1059.341553
	Iteration 27Q: 3 clusters Score -7471503 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76759 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -7471506.000000 Penalty: 1059.341553
	Iteration 28Q: 3 clusters Score -7471506 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76854 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -7471532.000000 Penalty: 1059.341553
	Iteration 29Q: 3 clusters Score -7471532 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76938 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -7471542.500000 Penalty: 1059.341553
	Iteration 30Q: 3 clusters Score -7471542 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77016 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -7471561.500000 Penalty: 1059.341553
	Iteration 31Q: 3 clusters Score -7471562 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -7471561.500000 Penalty: 1059.341553
	Iteration 32Q: 3 clusters Score -7471562 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77132 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -7471579.500000 Penalty: 1059.341553
	Iteration 33Q: 3 clusters Score -7471580 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77189 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -7471581.500000 Penalty: 1059.341553
	Iteration 34Q: 3 clusters Score -7471582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77206 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -7471579.500000 Penalty: 1059.341553
	Iteration 35Q: 3 clusters Score -7471580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -7471595.000000 Penalty: 1059.341553
	Iteration 36Q: 3 clusters Score -7471595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -7471591.500000 Penalty: 1059.341553
	Iteration 37Q: 3 clusters Score -7471592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -7471604.500000 Penalty: 1059.341553
	Iteration 38Q: 3 clusters Score -7471604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -7471610.000000 Penalty: 1059.341553
	Iteration 39Q: 3 clusters Score -7471610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77267 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -7471619.000000 Penalty: 1059.341553
	Iteration 40F: 3 clusters Score -7471619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -7471623.500000 Penalty: 1059.341553
	Iteration 41Q: 3 clusters Score -7471624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77301 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -7471623.500000 Penalty: 1059.341553
	Iteration 42Q: 3 clusters Score -7471624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77314 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -7471629.000000 Penalty: 1059.341553
	Iteration 43Q: 3 clusters Score -7471629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77305 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -7471629.500000 Penalty: 1059.341553
	Iteration 44Q: 3 clusters Score -7471630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77312 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -7471626.000000 Penalty: 1059.341553
	Iteration 45Q: 3 clusters Score -7471626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77300 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -7471623.000000 Penalty: 1059.341553
	Iteration 46Q: 3 clusters Score -7471623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77293 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -7471629.500000 Penalty: 1059.341553
	Iteration 47Q: 3 clusters Score -7471630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77303 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -7471623.000000 Penalty: 1059.341553
	Iteration 48Q: 3 clusters Score -7471623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -7471630.000000 Penalty: 1059.341553
	Iteration 49Q: 3 clusters Score -7471630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77316 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -7471639.000000 Penalty: 1059.341553
	Iteration 50Q: 3 clusters Score -7471639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77318 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -7471626.500000 Penalty: 1059.341553
	Iteration 51Q: 3 clusters Score -7471626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -7471624.000000 Penalty: 1059.341553
	Iteration 52Q: 3 clusters Score -7471624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -7471629.000000 Penalty: 1059.341553
	Iteration 53Q: 3 clusters Score -7471629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77320 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -7471634.000000 Penalty: 1059.341553
	Iteration 54Q: 3 clusters Score -7471634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77315 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -7471629.000000 Penalty: 1059.341553
	Iteration 55Q: 3 clusters Score -7471629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77314 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -7471631.000000 Penalty: 1059.341553
	Iteration 56Q: 3 clusters Score -7471631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77313 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -7471633.500000 Penalty: 1059.341553
	Iteration 57Q: 3 clusters Score -7471634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -7471625.000000 Penalty: 1059.341553
	Iteration 58Q: 3 clusters Score -7471625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -7471625.000000 Penalty: 1059.341553
	Iteration 59F: 3 clusters Score -7471625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 19954 members 
Mstep: Class 11 contains 22153 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38812 members 
Mstep: Class 14 contains 68853 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20377 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 18041 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 94441 members 
Mstep: Class 21 contains 13574 members 
Mstep: Class 22 contains 77309 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 4263 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 56977 members 
Mstep: Class 30 contains 5242 members 
Mstep: Class 31 contains 23194 members 
Mstep: Class 32 contains 1328 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 19943 members 
Mstep: Class 35 contains 26249 members 
Mstep: Class 36 contains 36368 members 
Entering Unmasked Estep 
Score: -35865892.000000 Penalty: 21737.548828
Splitting cluster 22 changes total score from -35855308.000000 to -35865892.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 23 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -16739.041016 Penalty: 265.616730
	Iteration 0F: 2 clusters Score -16739.04 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 173 members 
Entering Unmasked Estep 
Score: -16354.526367 Penalty: 531.233459
	Iteration 0F: 3 clusters Score -16354.53 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16474.498047 Penalty: 531.233459
	Iteration 1F: 3 clusters Score -16474.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16506.375000 Penalty: 531.233459
	Iteration 2F: 3 clusters Score -16506.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16519.351562 Penalty: 531.233459
	Iteration 3Q: 3 clusters Score -16519.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16529.812500 Penalty: 531.233459
	Iteration 4Q: 3 clusters Score -16529.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16535.429688 Penalty: 531.233459
	Iteration 5Q: 3 clusters Score -16535.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16549.769531 Penalty: 531.233459
	Iteration 6Q: 3 clusters Score -16549.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16559.802734 Penalty: 531.233459
	Iteration 7Q: 3 clusters Score -16559.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16564.591797 Penalty: 531.233459
	Iteration 8Q: 3 clusters Score -16564.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16565.761719 Penalty: 531.233459
	Iteration 9Q: 3 clusters Score -16565.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16566.003906 Penalty: 531.233459
	Iteration 10Q: 3 clusters Score -16566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16566.003906 Penalty: 531.233459
	Iteration 11F: 3 clusters Score -16566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7348.065918 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7348.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7132.182617 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -7132.183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7195.036621 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -7195.037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7210.531738 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -7210.532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7212.656250 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -7212.656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7213.224121 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -7213.224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7213.224121 Penalty: 453.508209
	Iteration 5F: 3 clusters Score -7213.224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12137.395508 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -12137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11823.019531 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -11823.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11891.559570 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -11891.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11908.814453 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -11908.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11916.410156 Penalty: 487.877594
	Iteration 3Q: 3 clusters Score -11916.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11917.456055 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -11917.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11917.456055 Penalty: 487.877594
	Iteration 5F: 3 clusters Score -11917.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -196903.000000 Penalty: 362.162964
	Iteration 0F: 2 clusters Score -196903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -194910.312500 Penalty: 724.325928
	Iteration 0F: 3 clusters Score -194910.3 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -195547.609375 Penalty: 724.325928
	Iteration 1F: 3 clusters Score -195547.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -195617.875000 Penalty: 724.325928
	Iteration 2F: 3 clusters Score -195617.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -195681.187500 Penalty: 724.325928
	Iteration 3F: 3 clusters Score -195681.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -195730.781250 Penalty: 724.325928
	Iteration 4Q: 3 clusters Score -195730.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -195766.875000 Penalty: 724.325928
	Iteration 5Q: 3 clusters Score -195766.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -195813.328125 Penalty: 724.325928
	Iteration 6Q: 3 clusters Score -195813.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -195869.734375 Penalty: 724.325928
	Iteration 7Q: 3 clusters Score -195869.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -195954.937500 Penalty: 724.325928
	Iteration 8Q: 3 clusters Score -195954.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -196035.609375 Penalty: 724.325928
	Iteration 9Q: 3 clusters Score -196035.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -196103.421875 Penalty: 724.325928
	Iteration 10Q: 3 clusters Score -196103.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -196179.984375 Penalty: 724.325928
	Iteration 11Q: 3 clusters Score -196180 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -196240.312500 Penalty: 724.325928
	Iteration 12Q: 3 clusters Score -196240.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -196294.578125 Penalty: 724.325928
	Iteration 13Q: 3 clusters Score -196294.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -196330.453125 Penalty: 724.325928
	Iteration 14Q: 3 clusters Score -196330.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -196359.109375 Penalty: 724.325928
	Iteration 15Q: 3 clusters Score -196359.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -196384.218750 Penalty: 724.325928
	Iteration 16Q: 3 clusters Score -196384.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -196414.984375 Penalty: 724.325928
	Iteration 17Q: 3 clusters Score -196415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -196438.609375 Penalty: 724.325928
	Iteration 18Q: 3 clusters Score -196438.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -196452.859375 Penalty: 724.325928
	Iteration 19Q: 3 clusters Score -196452.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -196464.640625 Penalty: 724.325928
	Iteration 20F: 3 clusters Score -196464.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -196474.078125 Penalty: 724.325928
	Iteration 21Q: 3 clusters Score -196474.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -196482.359375 Penalty: 724.325928
	Iteration 22Q: 3 clusters Score -196482.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -196488.640625 Penalty: 724.325928
	Iteration 23Q: 3 clusters Score -196488.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -196496.484375 Penalty: 724.325928
	Iteration 24Q: 3 clusters Score -196496.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -196505.687500 Penalty: 724.325928
	Iteration 25Q: 3 clusters Score -196505.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -196515.859375 Penalty: 724.325928
	Iteration 26Q: 3 clusters Score -196515.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -196527.406250 Penalty: 724.325928
	Iteration 27Q: 3 clusters Score -196527.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -196535.250000 Penalty: 724.325928
	Iteration 28Q: 3 clusters Score -196535.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -196541.671875 Penalty: 724.325928
	Iteration 29Q: 3 clusters Score -196541.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -196551.484375 Penalty: 724.325928
	Iteration 30Q: 3 clusters Score -196551.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -196556.109375 Penalty: 724.325928
	Iteration 31Q: 3 clusters Score -196556.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -196562.109375 Penalty: 724.325928
	Iteration 32Q: 3 clusters Score -196562.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -196574.703125 Penalty: 724.325928
	Iteration 33Q: 3 clusters Score -196574.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -196587.281250 Penalty: 724.325928
	Iteration 34Q: 3 clusters Score -196587.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -196593.296875 Penalty: 724.325928
	Iteration 35Q: 3 clusters Score -196593.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -196597.453125 Penalty: 724.325928
	Iteration 36Q: 3 clusters Score -196597.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -196602.093750 Penalty: 724.325928
	Iteration 37Q: 3 clusters Score -196602.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -196607.718750 Penalty: 724.325928
	Iteration 38Q: 3 clusters Score -196607.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -196612.062500 Penalty: 724.325928
	Iteration 39Q: 3 clusters Score -196612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -196612.812500 Penalty: 724.325928
	Iteration 40F: 3 clusters Score -196612.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -196613.250000 Penalty: 724.325928
	Iteration 41Q: 3 clusters Score -196613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -196613.921875 Penalty: 724.325928
	Iteration 42Q: 3 clusters Score -196613.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -196613.937500 Penalty: 724.325928
	Iteration 43Q: 3 clusters Score -196613.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -196613.937500 Penalty: 724.325928
	Iteration 44F: 3 clusters Score -196613.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Entering Unmasked Estep 
Score: -275134.687500 Penalty: 380.276611
	Iteration 0F: 2 clusters Score -275134.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -272217.625000 Penalty: 760.553223
	Iteration 0F: 3 clusters Score -272217.6 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -273236.125000 Penalty: 760.553223
	Iteration 1F: 3 clusters Score -273236.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -273319.187500 Penalty: 760.553223
	Iteration 2F: 3 clusters Score -273319.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -273380.468750 Penalty: 760.553223
	Iteration 3Q: 3 clusters Score -273380.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -273423.656250 Penalty: 760.553223
	Iteration 4Q: 3 clusters Score -273423.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -273459.531250 Penalty: 760.553223
	Iteration 5Q: 3 clusters Score -273459.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -273504.687500 Penalty: 760.553223
	Iteration 6Q: 3 clusters Score -273504.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -273563.968750 Penalty: 760.553223
	Iteration 7Q: 3 clusters Score -273564 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -273620.562500 Penalty: 760.553223
	Iteration 8Q: 3 clusters Score -273620.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -273701.375000 Penalty: 760.553223
	Iteration 9Q: 3 clusters Score -273701.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -273815.812500 Penalty: 760.553223
	Iteration 10Q: 3 clusters Score -273815.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -273971.250000 Penalty: 760.553223
	Iteration 11F: 3 clusters Score -273971.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -274142.718750 Penalty: 760.553223
	Iteration 12F: 3 clusters Score -274142.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -274337.968750 Penalty: 760.553223
	Iteration 13F: 3 clusters Score -274338 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -274530.468750 Penalty: 760.553223
	Iteration 14Q: 3 clusters Score -274530.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -274637.656250 Penalty: 760.553223
	Iteration 15Q: 3 clusters Score -274637.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -274710.656250 Penalty: 760.553223
	Iteration 16Q: 3 clusters Score -274710.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -274753.468750 Penalty: 760.553223
	Iteration 17Q: 3 clusters Score -274753.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -274783.593750 Penalty: 760.553223
	Iteration 18Q: 3 clusters Score -274783.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -274796.843750 Penalty: 760.553223
	Iteration 19Q: 3 clusters Score -274796.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -274806.187500 Penalty: 760.553223
	Iteration 20F: 3 clusters Score -274806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -274811.562500 Penalty: 760.553223
	Iteration 21Q: 3 clusters Score -274811.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -274816.218750 Penalty: 760.553223
	Iteration 22Q: 3 clusters Score -274816.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -274817.500000 Penalty: 760.553223
	Iteration 23Q: 3 clusters Score -274817.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -274817.500000 Penalty: 760.553223
	Iteration 24F: 3 clusters Score -274817.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -37541.031250 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -37541.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -36927.562500 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -36927.56 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37113.457031 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -37113.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37149.304688 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -37149.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37167.960938 Penalty: 594.970703
	Iteration 3Q: 3 clusters Score -37167.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37181.535156 Penalty: 594.970703
	Iteration 4Q: 3 clusters Score -37181.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37196.605469 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -37196.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -37204.671875 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -37204.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -37209.238281 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -37209.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -37217.222656 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -37217.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37224.394531 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -37224.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37232.023438 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -37232.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37236.839844 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -37236.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37241.402344 Penalty: 594.970703
	Iteration 12Q: 3 clusters Score -37241.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37247.578125 Penalty: 594.970703
	Iteration 13Q: 3 clusters Score -37247.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37256.628906 Penalty: 594.970703
	Iteration 14Q: 3 clusters Score -37256.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37268.703125 Penalty: 594.970703
	Iteration 15Q: 3 clusters Score -37268.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37281.972656 Penalty: 594.970703
	Iteration 16Q: 3 clusters Score -37281.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37294.105469 Penalty: 594.970703
	Iteration 17Q: 3 clusters Score -37294.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37309.683594 Penalty: 594.970703
	Iteration 18Q: 3 clusters Score -37309.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -37316.710938 Penalty: 594.970703
	Iteration 19Q: 3 clusters Score -37316.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -37318.734375 Penalty: 594.970703
	Iteration 20F: 3 clusters Score -37318.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37321.082031 Penalty: 594.970703
	Iteration 21Q: 3 clusters Score -37321.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37323.347656 Penalty: 594.970703
	Iteration 22Q: 3 clusters Score -37323.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37326.738281 Penalty: 594.970703
	Iteration 23Q: 3 clusters Score -37326.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -37328.503906 Penalty: 594.970703
	Iteration 24Q: 3 clusters Score -37328.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37331.613281 Penalty: 594.970703
	Iteration 25Q: 3 clusters Score -37331.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37334.031250 Penalty: 594.970703
	Iteration 26Q: 3 clusters Score -37334.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37334.542969 Penalty: 594.970703
	Iteration 27Q: 3 clusters Score -37334.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -37334.773438 Penalty: 594.970703
	Iteration 28Q: 3 clusters Score -37334.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -37335.195312 Penalty: 594.970703
	Iteration 29Q: 3 clusters Score -37335.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37337.167969 Penalty: 594.970703
	Iteration 30Q: 3 clusters Score -37337.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -37341.195312 Penalty: 594.970703
	Iteration 31Q: 3 clusters Score -37341.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37342.964844 Penalty: 594.970703
	Iteration 32Q: 3 clusters Score -37342.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37343.316406 Penalty: 594.970703
	Iteration 33Q: 3 clusters Score -37343.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37345.816406 Penalty: 594.970703
	Iteration 34Q: 3 clusters Score -37345.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37347.625000 Penalty: 594.970703
	Iteration 35Q: 3 clusters Score -37347.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37348.746094 Penalty: 594.970703
	Iteration 36Q: 3 clusters Score -37348.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -37349.433594 Penalty: 594.970703
	Iteration 37Q: 3 clusters Score -37349.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37350.082031 Penalty: 594.970703
	Iteration 38Q: 3 clusters Score -37350.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37350.082031 Penalty: 594.970703
	Iteration 39F: 3 clusters Score -37350.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (56977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Entering Unmasked Estep 
Score: -3735353.000000 Penalty: 498.243347
	Iteration 0F: 2 clusters Score -3735353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -3697114.000000 Penalty: 996.486694
	Iteration 0F: 3 clusters Score -3697114 nChanged 27839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -3713554.000000 Penalty: 996.486694
	Iteration 1F: 3 clusters Score -3713554 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -3713978.000000 Penalty: 996.486694
	Iteration 2Q: 3 clusters Score -3713978 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -3714666.750000 Penalty: 996.486694
	Iteration 3Q: 3 clusters Score -3714667 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -3715829.250000 Penalty: 996.486694
	Iteration 4Q: 3 clusters Score -3715829 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -3717911.500000 Penalty: 996.486694
	Iteration 5F: 3 clusters Score -3717912 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -3721037.500000 Penalty: 996.486694
	Iteration 6F: 3 clusters Score -3721038 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -3724957.750000 Penalty: 996.486694
	Iteration 7F: 3 clusters Score -3724958 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -3728094.250000 Penalty: 996.486694
	Iteration 8F: 3 clusters Score -3728094 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -3729953.000000 Penalty: 996.486694
	Iteration 9Q: 3 clusters Score -3729953 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -3730960.750000 Penalty: 996.486694
	Iteration 10Q: 3 clusters Score -3730961 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -3731755.250000 Penalty: 996.486694
	Iteration 11Q: 3 clusters Score -3731755 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -3732495.250000 Penalty: 996.486694
	Iteration 12Q: 3 clusters Score -3732495 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -3733144.750000 Penalty: 996.486694
	Iteration 13Q: 3 clusters Score -3733145 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -3733640.250000 Penalty: 996.486694
	Iteration 14Q: 3 clusters Score -3733640 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -3734075.500000 Penalty: 996.486694
	Iteration 15Q: 3 clusters Score -3734076 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -3734351.500000 Penalty: 996.486694
	Iteration 16Q: 3 clusters Score -3734352 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -3734526.250000 Penalty: 996.486694
	Iteration 17Q: 3 clusters Score -3734526 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -3734631.750000 Penalty: 996.486694
	Iteration 18Q: 3 clusters Score -3734632 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -3734723.750000 Penalty: 996.486694
	Iteration 19Q: 3 clusters Score -3734724 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -3734786.500000 Penalty: 996.486694
	Iteration 20F: 3 clusters Score -3734786 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 56727 members 
Entering Unmasked Estep 
Score: -3734844.000000 Penalty: 996.486694
	Iteration 21Q: 3 clusters Score -3734844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -3734874.500000 Penalty: 996.486694
	Iteration 22Q: 3 clusters Score -3734874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -3734890.250000 Penalty: 996.486694
	Iteration 23Q: 3 clusters Score -3734890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -3734892.750000 Penalty: 996.486694
	Iteration 24Q: 3 clusters Score -3734893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -3734907.000000 Penalty: 996.486694
	Iteration 25Q: 3 clusters Score -3734907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -3734913.000000 Penalty: 996.486694
	Iteration 26Q: 3 clusters Score -3734913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 56831 members 
Entering Unmasked Estep 
Score: -3734920.000000 Penalty: 996.486694
	Iteration 27Q: 3 clusters Score -3734920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -3734922.000000 Penalty: 996.486694
	Iteration 28Q: 3 clusters Score -3734922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 56839 members 
Entering Unmasked Estep 
Score: -3734926.750000 Penalty: 996.486694
	Iteration 29Q: 3 clusters Score -3734927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -3734928.500000 Penalty: 996.486694
	Iteration 30Q: 3 clusters Score -3734928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 56846 members 
Entering Unmasked Estep 
Score: -3734935.000000 Penalty: 996.486694
	Iteration 31Q: 3 clusters Score -3734935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -3734943.250000 Penalty: 996.486694
	Iteration 32Q: 3 clusters Score -3734943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -3734945.250000 Penalty: 996.486694
	Iteration 33Q: 3 clusters Score -3734945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -3734946.500000 Penalty: 996.486694
	Iteration 34Q: 3 clusters Score -3734946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -3734947.500000 Penalty: 996.486694
	Iteration 35Q: 3 clusters Score -3734948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -3734949.250000 Penalty: 996.486694
	Iteration 36Q: 3 clusters Score -3734949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
Score: -3734950.250000 Penalty: 996.486694
	Iteration 37Q: 3 clusters Score -3734950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -3734950.250000 Penalty: 996.486694
	Iteration 38Q: 3 clusters Score -3734950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -3734955.250000 Penalty: 996.486694
	Iteration 39Q: 3 clusters Score -3734955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -3734959.250000 Penalty: 996.486694
	Iteration 40F: 3 clusters Score -3734959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 56862 members 
Entering Unmasked Estep 
Score: -3734959.500000 Penalty: 996.486694
	Iteration 41Q: 3 clusters Score -3734960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 56862 members 
Entering Unmasked Estep 
Score: -3734959.500000 Penalty: 996.486694
	Iteration 42F: 3 clusters Score -3734960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Entering Unmasked Estep 
Score: -335272.062500 Penalty: 389.682892
	Iteration 0F: 2 clusters Score -335272.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -331710.406250 Penalty: 779.365784
	Iteration 0F: 3 clusters Score -331710.4 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -333017.562500 Penalty: 779.365784
	Iteration 1F: 3 clusters Score -333017.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -333146.125000 Penalty: 779.365784
	Iteration 2F: 3 clusters Score -333146.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -333286.593750 Penalty: 779.365784
	Iteration 3F: 3 clusters Score -333286.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -333479.406250 Penalty: 779.365784
	Iteration 4F: 3 clusters Score -333479.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -333790.437500 Penalty: 779.365784
	Iteration 5F: 3 clusters Score -333790.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -334197.437500 Penalty: 779.365784
	Iteration 6F: 3 clusters Score -334197.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -334552.968750 Penalty: 779.365784
	Iteration 7F: 3 clusters Score -334553 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -334751.625000 Penalty: 779.365784
	Iteration 8F: 3 clusters Score -334751.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -334850.812500 Penalty: 779.365784
	Iteration 9Q: 3 clusters Score -334850.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -334925.343750 Penalty: 779.365784
	Iteration 10Q: 3 clusters Score -334925.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -334991.343750 Penalty: 779.365784
	Iteration 11Q: 3 clusters Score -334991.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -335040.000000 Penalty: 779.365784
	Iteration 12Q: 3 clusters Score -335040 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -335068.656250 Penalty: 779.365784
	Iteration 13Q: 3 clusters Score -335068.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -335087.062500 Penalty: 779.365784
	Iteration 14Q: 3 clusters Score -335087.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -335097.937500 Penalty: 779.365784
	Iteration 15Q: 3 clusters Score -335097.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -335107.468750 Penalty: 779.365784
	Iteration 16Q: 3 clusters Score -335107.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -335114.968750 Penalty: 779.365784
	Iteration 17Q: 3 clusters Score -335115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -335122.406250 Penalty: 779.365784
	Iteration 18Q: 3 clusters Score -335122.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -335133.906250 Penalty: 779.365784
	Iteration 19Q: 3 clusters Score -335133.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -335143.093750 Penalty: 779.365784
	Iteration 20F: 3 clusters Score -335143.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -335151.812500 Penalty: 779.365784
	Iteration 21Q: 3 clusters Score -335151.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -335156.531250 Penalty: 779.365784
	Iteration 22Q: 3 clusters Score -335156.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -335160.656250 Penalty: 779.365784
	Iteration 23Q: 3 clusters Score -335160.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -335164.156250 Penalty: 779.365784
	Iteration 24Q: 3 clusters Score -335164.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -335165.843750 Penalty: 779.365784
	Iteration 25Q: 3 clusters Score -335165.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -335167.656250 Penalty: 779.365784
	Iteration 26Q: 3 clusters Score -335167.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -335167.500000 Penalty: 779.365784
	Iteration 27Q: 3 clusters Score -335167.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -335167.812500 Penalty: 779.365784
	Iteration 28Q: 3 clusters Score -335167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -335168.000000 Penalty: 779.365784
	Iteration 29Q: 3 clusters Score -335168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -335168.000000 Penalty: 779.365784
	Iteration 30F: 3 clusters Score -335168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (23194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Entering Unmasked Estep 
Score: -1509805.375000 Penalty: 457.350037
	Iteration 0F: 2 clusters Score -1509805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1494313.125000 Penalty: 914.700073
	Iteration 0F: 3 clusters Score -1494313 nChanged 11137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1501017.500000 Penalty: 914.700073
	Iteration 1F: 3 clusters Score -1501018 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1501722.625000 Penalty: 914.700073
	Iteration 2F: 3 clusters Score -1501723 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1502910.875000 Penalty: 914.700073
	Iteration 3F: 3 clusters Score -1502911 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1504561.625000 Penalty: 914.700073
	Iteration 4F: 3 clusters Score -1504562 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1506318.750000 Penalty: 914.700073
	Iteration 5F: 3 clusters Score -1506319 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1507722.250000 Penalty: 914.700073
	Iteration 6F: 3 clusters Score -1507722 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1508620.375000 Penalty: 914.700073
	Iteration 7Q: 3 clusters Score -1508620 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1509136.000000 Penalty: 914.700073
	Iteration 8Q: 3 clusters Score -1509136 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1509469.625000 Penalty: 914.700073
	Iteration 9Q: 3 clusters Score -1509470 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1509657.125000 Penalty: 914.700073
	Iteration 10Q: 3 clusters Score -1509657 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1509743.625000 Penalty: 914.700073
	Iteration 11Q: 3 clusters Score -1509744 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1509796.125000 Penalty: 914.700073
	Iteration 12Q: 3 clusters Score -1509796 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1509817.750000 Penalty: 914.700073
	Iteration 13Q: 3 clusters Score -1509818 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1509832.625000 Penalty: 914.700073
	Iteration 14Q: 3 clusters Score -1509833 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1509843.875000 Penalty: 914.700073
	Iteration 15Q: 3 clusters Score -1509844 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1509851.250000 Penalty: 914.700073
	Iteration 16Q: 3 clusters Score -1509851 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1509855.250000 Penalty: 914.700073
	Iteration 17Q: 3 clusters Score -1509855 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1509864.875000 Penalty: 914.700073
	Iteration 18Q: 3 clusters Score -1509865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1509867.000000 Penalty: 914.700073
	Iteration 19Q: 3 clusters Score -1509867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1509869.125000 Penalty: 914.700073
	Iteration 20F: 3 clusters Score -1509869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1509870.875000 Penalty: 914.700073
	Iteration 21Q: 3 clusters Score -1509871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1509870.000000 Penalty: 914.700073
	Iteration 22Q: 3 clusters Score -1509870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1509870.125000 Penalty: 914.700073
	Iteration 23Q: 3 clusters Score -1509870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1509871.625000 Penalty: 914.700073
	Iteration 24Q: 3 clusters Score -1509872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1509868.750000 Penalty: 914.700073
	Iteration 25Q: 3 clusters Score -1509869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1509872.000000 Penalty: 914.700073
	Iteration 26Q: 3 clusters Score -1509872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1509874.125000 Penalty: 914.700073
	Iteration 27Q: 3 clusters Score -1509874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1509870.875000 Penalty: 914.700073
	Iteration 28Q: 3 clusters Score -1509871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1509869.750000 Penalty: 914.700073
	Iteration 29Q: 3 clusters Score -1509870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1509870.125000 Penalty: 914.700073
	Iteration 30Q: 3 clusters Score -1509870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1509870.500000 Penalty: 914.700073
	Iteration 31Q: 3 clusters Score -1509870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1509870.625000 Penalty: 914.700073
	Iteration 32Q: 3 clusters Score -1509871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1509870.000000 Penalty: 914.700073
	Iteration 33Q: 3 clusters Score -1509870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1509869.250000 Penalty: 914.700073
	Iteration 34Q: 3 clusters Score -1509869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1509869.250000 Penalty: 914.700073
	Iteration 35F: 3 clusters Score -1509869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 19954 members 
Mstep: Class 11 contains 22153 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38812 members 
Mstep: Class 14 contains 68853 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20377 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 18041 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 94441 members 
Mstep: Class 21 contains 13574 members 
Mstep: Class 22 contains 77309 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 4263 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 56977 members 
Mstep: Class 30 contains 5242 members 
Mstep: Class 31 contains 16332 members 
Mstep: Class 32 contains 1328 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 19943 members 
Mstep: Class 35 contains 26249 members 
Mstep: Class 36 contains 36368 members 
Mstep: Class 37 contains 6862 members 
Entering Unmasked Estep 
Score: -35866076.000000 Penalty: 22341.371094
Splitting cluster 31 changes total score from -35855308.000000 to -35866076.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 32 (1328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Entering Unmasked Estep 
Score: -83845.992188 Penalty: 327.210022
	Iteration 0F: 2 clusters Score -83845.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -82828.140625 Penalty: 654.420044
	Iteration 0F: 3 clusters Score -82828.14 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -83128.828125 Penalty: 654.420044
	Iteration 1F: 3 clusters Score -83128.83 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -83209.718750 Penalty: 654.420044
	Iteration 2F: 3 clusters Score -83209.72 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -83293.265625 Penalty: 654.420044
	Iteration 3F: 3 clusters Score -83293.27 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -83387.757812 Penalty: 654.420044
	Iteration 4F: 3 clusters Score -83387.76 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -83479.820312 Penalty: 654.420044
	Iteration 5F: 3 clusters Score -83479.82 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -83561.390625 Penalty: 654.420044
	Iteration 6Q: 3 clusters Score -83561.39 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -83624.992188 Penalty: 654.420044
	Iteration 7Q: 3 clusters Score -83624.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -83667.601562 Penalty: 654.420044
	Iteration 8Q: 3 clusters Score -83667.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -83699.601562 Penalty: 654.420044
	Iteration 9Q: 3 clusters Score -83699.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -83718.554688 Penalty: 654.420044
	Iteration 10Q: 3 clusters Score -83718.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -83727.664062 Penalty: 654.420044
	Iteration 11Q: 3 clusters Score -83727.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -83735.250000 Penalty: 654.420044
	Iteration 12Q: 3 clusters Score -83735.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -83735.695312 Penalty: 654.420044
	Iteration 13Q: 3 clusters Score -83735.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -83735.695312 Penalty: 654.420044
	Iteration 14F: 3 clusters Score -83735.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -6493.074707 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -6493.075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6278.645996 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -6278.646 nChanged 18
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: -6315.090820 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -6315.091 nChanged 3
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: -6322.341309 Penalty: 432.576691
	Iteration 2Q: 3 clusters Score -6322.341 nChanged 2
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: -6326.079102 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -6326.079 nChanged 0
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: -6326.079102 Penalty: 432.576691
	Iteration 4F: 3 clusters Score -6326.079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Entering Unmasked Estep 
Score: -1330302.750000 Penalty: 450.478851
	Iteration 0F: 2 clusters Score -1330303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1317093.375000 Penalty: 900.957703
	Iteration 0F: 3 clusters Score -1317093 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1322596.625000 Penalty: 900.957703
	Iteration 1F: 3 clusters Score -1322597 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1322868.250000 Penalty: 900.957703
	Iteration 2Q: 3 clusters Score -1322868 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1323181.125000 Penalty: 900.957703
	Iteration 3Q: 3 clusters Score -1323181 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1323608.750000 Penalty: 900.957703
	Iteration 4Q: 3 clusters Score -1323609 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1324162.625000 Penalty: 900.957703
	Iteration 5F: 3 clusters Score -1324163 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1324852.125000 Penalty: 900.957703
	Iteration 6F: 3 clusters Score -1324852 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1325786.375000 Penalty: 900.957703
	Iteration 7F: 3 clusters Score -1325786 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1326653.125000 Penalty: 900.957703
	Iteration 8F: 3 clusters Score -1326653 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1327166.500000 Penalty: 900.957703
	Iteration 9Q: 3 clusters Score -1327166 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1327506.875000 Penalty: 900.957703
	Iteration 10Q: 3 clusters Score -1327507 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1327884.625000 Penalty: 900.957703
	Iteration 11Q: 3 clusters Score -1327885 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1328314.000000 Penalty: 900.957703
	Iteration 12Q: 3 clusters Score -1328314 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1328741.625000 Penalty: 900.957703
	Iteration 13Q: 3 clusters Score -1328742 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1329105.875000 Penalty: 900.957703
	Iteration 14Q: 3 clusters Score -1329106 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1329392.875000 Penalty: 900.957703
	Iteration 15Q: 3 clusters Score -1329393 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1329567.625000 Penalty: 900.957703
	Iteration 16Q: 3 clusters Score -1329568 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1329682.625000 Penalty: 900.957703
	Iteration 17Q: 3 clusters Score -1329683 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1329725.250000 Penalty: 900.957703
	Iteration 18Q: 3 clusters Score -1329725 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1329761.500000 Penalty: 900.957703
	Iteration 19Q: 3 clusters Score -1329762 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1329783.000000 Penalty: 900.957703
	Iteration 20F: 3 clusters Score -1329783 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1329798.000000 Penalty: 900.957703
	Iteration 21Q: 3 clusters Score -1329798 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1329807.375000 Penalty: 900.957703
	Iteration 22Q: 3 clusters Score -1329807 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1329807.625000 Penalty: 900.957703
	Iteration 23Q: 3 clusters Score -1329808 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1329815.250000 Penalty: 900.957703
	Iteration 24Q: 3 clusters Score -1329815 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1329819.375000 Penalty: 900.957703
	Iteration 25Q: 3 clusters Score -1329819 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1329814.375000 Penalty: 900.957703
	Iteration 26Q: 3 clusters Score -1329814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1329817.125000 Penalty: 900.957703
	Iteration 27Q: 3 clusters Score -1329817 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1329812.625000 Penalty: 900.957703
	Iteration 28Q: 3 clusters Score -1329813 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1329820.750000 Penalty: 900.957703
	Iteration 29Q: 3 clusters Score -1329821 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1329827.875000 Penalty: 900.957703
	Iteration 30Q: 3 clusters Score -1329828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1329828.500000 Penalty: 900.957703
	Iteration 31Q: 3 clusters Score -1329828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1329829.500000 Penalty: 900.957703
	Iteration 32Q: 3 clusters Score -1329830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1329829.875000 Penalty: 900.957703
	Iteration 33Q: 3 clusters Score -1329830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1329834.125000 Penalty: 900.957703
	Iteration 34Q: 3 clusters Score -1329834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1329832.125000 Penalty: 900.957703
	Iteration 35Q: 3 clusters Score -1329832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1329840.125000 Penalty: 900.957703
	Iteration 36Q: 3 clusters Score -1329840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1329841.125000 Penalty: 900.957703
	Iteration 37Q: 3 clusters Score -1329841 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1329840.875000 Penalty: 900.957703
	Iteration 38Q: 3 clusters Score -1329841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1329843.000000 Penalty: 900.957703
	Iteration 39Q: 3 clusters Score -1329843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1329846.000000 Penalty: 900.957703
	Iteration 40F: 3 clusters Score -1329846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1329844.625000 Penalty: 900.957703
	Iteration 41Q: 3 clusters Score -1329845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1329838.750000 Penalty: 900.957703
	Iteration 42Q: 3 clusters Score -1329839 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1329842.375000 Penalty: 900.957703
	Iteration 43Q: 3 clusters Score -1329842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1329847.125000 Penalty: 900.957703
	Iteration 44Q: 3 clusters Score -1329847 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1329854.000000 Penalty: 900.957703
	Iteration 45Q: 3 clusters Score -1329854 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1329855.750000 Penalty: 900.957703
	Iteration 46Q: 3 clusters Score -1329856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1329858.375000 Penalty: 900.957703
	Iteration 47Q: 3 clusters Score -1329858 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1329859.250000 Penalty: 900.957703
	Iteration 48Q: 3 clusters Score -1329859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1329859.000000 Penalty: 900.957703
	Iteration 49Q: 3 clusters Score -1329859 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1329864.375000 Penalty: 900.957703
	Iteration 50Q: 3 clusters Score -1329864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1329864.250000 Penalty: 900.957703
	Iteration 51Q: 3 clusters Score -1329864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1329861.625000 Penalty: 900.957703
	Iteration 52Q: 3 clusters Score -1329862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1329864.250000 Penalty: 900.957703
	Iteration 53Q: 3 clusters Score -1329864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1329864.875000 Penalty: 900.957703
	Iteration 54Q: 3 clusters Score -1329865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1329865.375000 Penalty: 900.957703
	Iteration 55Q: 3 clusters Score -1329865 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1329868.000000 Penalty: 900.957703
	Iteration 56Q: 3 clusters Score -1329868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1329868.750000 Penalty: 900.957703
	Iteration 57Q: 3 clusters Score -1329869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1329865.125000 Penalty: 900.957703
	Iteration 58Q: 3 clusters Score -1329865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1329868.125000 Penalty: 900.957703
	Iteration 59Q: 3 clusters Score -1329868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1329874.375000 Penalty: 900.957703
	Iteration 60F: 3 clusters Score -1329874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1329877.000000 Penalty: 900.957703
	Iteration 61Q: 3 clusters Score -1329877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1329873.250000 Penalty: 900.957703
	Iteration 62Q: 3 clusters Score -1329873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1329876.625000 Penalty: 900.957703
	Iteration 63Q: 3 clusters Score -1329877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1329877.000000 Penalty: 900.957703
	Iteration 64Q: 3 clusters Score -1329877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1329880.125000 Penalty: 900.957703
	Iteration 65Q: 3 clusters Score -1329880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1329881.375000 Penalty: 900.957703
	Iteration 66Q: 3 clusters Score -1329881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1329884.375000 Penalty: 900.957703
	Iteration 67Q: 3 clusters Score -1329884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1329882.125000 Penalty: 900.957703
	Iteration 68Q: 3 clusters Score -1329882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1329887.500000 Penalty: 900.957703
	Iteration 69Q: 3 clusters Score -1329888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1329882.750000 Penalty: 900.957703
	Iteration 70Q: 3 clusters Score -1329883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1329878.875000 Penalty: 900.957703
	Iteration 71Q: 3 clusters Score -1329879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1329880.375000 Penalty: 900.957703
	Iteration 72Q: 3 clusters Score -1329880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1329882.000000 Penalty: 900.957703
	Iteration 73Q: 3 clusters Score -1329882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1329884.625000 Penalty: 900.957703
	Iteration 74Q: 3 clusters Score -1329885 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1329887.000000 Penalty: 900.957703
	Iteration 75Q: 3 clusters Score -1329887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1329887.875000 Penalty: 900.957703
	Iteration 76Q: 3 clusters Score -1329888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1329889.750000 Penalty: 900.957703
	Iteration 77Q: 3 clusters Score -1329890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1329889.000000 Penalty: 900.957703
	Iteration 78Q: 3 clusters Score -1329889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1329890.750000 Penalty: 900.957703
	Iteration 79Q: 3 clusters Score -1329891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1329890.125000 Penalty: 900.957703
	Iteration 80F: 3 clusters Score -1329890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1329887.000000 Penalty: 900.957703
	Iteration 81Q: 3 clusters Score -1329887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1329888.375000 Penalty: 900.957703
	Iteration 82Q: 3 clusters Score -1329888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1329888.375000 Penalty: 900.957703
	Iteration 83F: 3 clusters Score -1329888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (26249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Entering Unmasked Estep 
Score: -1753735.250000 Penalty: 462.979950
	Iteration 0F: 2 clusters Score -1753735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1736164.750000 Penalty: 925.959900
	Iteration 0F: 3 clusters Score -1736165 nChanged 12537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1743478.375000 Penalty: 925.959900
	Iteration 1F: 3 clusters Score -1743478 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1743774.875000 Penalty: 925.959900
	Iteration 2Q: 3 clusters Score -1743775 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1744161.125000 Penalty: 925.959900
	Iteration 3Q: 3 clusters Score -1744161 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -1744775.750000 Penalty: 925.959900
	Iteration 4Q: 3 clusters Score -1744776 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1745667.125000 Penalty: 925.959900
	Iteration 5F: 3 clusters Score -1745667 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -1746945.250000 Penalty: 925.959900
	Iteration 6F: 3 clusters Score -1746945 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -1748615.125000 Penalty: 925.959900
	Iteration 7F: 3 clusters Score -1748615 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -1750430.625000 Penalty: 925.959900
	Iteration 8F: 3 clusters Score -1750431 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -1751902.250000 Penalty: 925.959900
	Iteration 9F: 3 clusters Score -1751902 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -1752739.375000 Penalty: 925.959900
	Iteration 10Q: 3 clusters Score -1752739 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -1753096.375000 Penalty: 925.959900
	Iteration 11Q: 3 clusters Score -1753096 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -1753229.750000 Penalty: 925.959900
	Iteration 12Q: 3 clusters Score -1753230 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -1753284.875000 Penalty: 925.959900
	Iteration 13Q: 3 clusters Score -1753285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -1753306.750000 Penalty: 925.959900
	Iteration 14Q: 3 clusters Score -1753307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -1753314.375000 Penalty: 925.959900
	Iteration 15Q: 3 clusters Score -1753314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -1753315.750000 Penalty: 925.959900
	Iteration 16Q: 3 clusters Score -1753316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -1753315.375000 Penalty: 925.959900
	Iteration 17Q: 3 clusters Score -1753315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -1753315.375000 Penalty: 925.959900
	Iteration 18F: 3 clusters Score -1753315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 19954 members 
Mstep: Class 11 contains 22153 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38812 members 
Mstep: Class 14 contains 68853 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20377 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 18041 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 94441 members 
Mstep: Class 21 contains 13574 members 
Mstep: Class 22 contains 77309 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 4263 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 56977 members 
Mstep: Class 30 contains 5242 members 
Mstep: Class 31 contains 16332 members 
Mstep: Class 32 contains 1328 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 19943 members 
Mstep: Class 35 contains 26249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867216.000000 Penalty: 22341.371094
Iteration 319Q: 38 clusters Score -3.586722e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 19986 members 
Mstep: Class 11 contains 21423 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 39051 members 
Mstep: Class 14 contains 68862 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20383 members 
Mstep: Class 17 contains 1187 members 
Mstep: Class 18 contains 18034 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 95741 members 
Mstep: Class 21 contains 13532 members 
Mstep: Class 22 contains 77387 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 2482 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 56561 members 
Mstep: Class 30 contains 5246 members 
Mstep: Class 31 contains 16709 members 
Mstep: Class 32 contains 1339 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 19852 members 
Mstep: Class 35 contains 26237 members 
Mstep: Class 36 contains 36025 members 
Mstep: Class 37 contains 6802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867284.000000 Penalty: 22341.371094
Iteration 320F: 38 clusters Score -3.586728e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 20025 members 
Mstep: Class 11 contains 20228 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38943 members 
Mstep: Class 14 contains 68833 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20385 members 
Mstep: Class 17 contains 1181 members 
Mstep: Class 18 contains 17985 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 95496 members 
Mstep: Class 21 contains 13493 members 
Mstep: Class 22 contains 77483 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 4240 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 56132 members 
Mstep: Class 30 contains 5248 members 
Mstep: Class 31 contains 17020 members 
Mstep: Class 32 contains 1347 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 19758 members 
Mstep: Class 35 contains 26261 members 
Mstep: Class 36 contains 38052 members 
Mstep: Class 37 contains 6860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867688.000000 Penalty: 22341.371094
Iteration 321Q: 38 clusters Score -3.586769e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 20070 members 
Mstep: Class 11 contains 19109 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38875 members 
Mstep: Class 14 contains 68813 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20386 members 
Mstep: Class 17 contains 1179 members 
Mstep: Class 18 contains 17975 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 95323 members 
Mstep: Class 21 contains 13447 members 
Mstep: Class 22 contains 77590 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 1810 members 
Mstep: Class 27 contains 4225 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 55753 members 
Mstep: Class 30 contains 5243 members 
Mstep: Class 31 contains 17329 members 
Mstep: Class 32 contains 1350 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 19701 members 
Mstep: Class 35 contains 26263 members 
Mstep: Class 36 contains 39748 members 
Mstep: Class 37 contains 6907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867656.000000 Penalty: 22341.371094
Iteration 322Q: 38 clusters Score -3.586766e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 20129 members 
Mstep: Class 11 contains 17991 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38815 members 
Mstep: Class 14 contains 68799 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20385 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 17975 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 94784 members 
Mstep: Class 21 contains 13397 members 
Mstep: Class 22 contains 77908 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 1548 members 
Mstep: Class 27 contains 4215 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 55479 members 
Mstep: Class 30 contains 5240 members 
Mstep: Class 31 contains 17610 members 
Mstep: Class 32 contains 1354 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 19631 members 
Mstep: Class 35 contains 26256 members 
Mstep: Class 36 contains 41458 members 
Mstep: Class 37 contains 6947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35868516.000000 Penalty: 22341.371094
Iteration 323Q: 38 clusters Score -3.586852e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18491 members 
Mstep: Class 10 contains 20187 members 
Mstep: Class 11 contains 16958 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38787 members 
Mstep: Class 14 contains 68782 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20385 members 
Mstep: Class 17 contains 1168 members 
Mstep: Class 18 contains 17858 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 93554 members 
Mstep: Class 21 contains 13347 members 
Mstep: Class 22 contains 78643 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 1322 members 
Mstep: Class 27 contains 4209 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 55247 members 
Mstep: Class 30 contains 5239 members 
Mstep: Class 31 contains 17888 members 
Mstep: Class 32 contains 1355 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 19570 members 
Mstep: Class 35 contains 26282 members 
Mstep: Class 36 contains 43333 members 
Mstep: Class 37 contains 6980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869416.000000 Penalty: 22341.371094
Iteration 324Q: 38 clusters Score -3.586942e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 20237 members 
Mstep: Class 11 contains 16176 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38743 members 
Mstep: Class 14 contains 68764 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20386 members 
Mstep: Class 17 contains 1166 members 
Mstep: Class 18 contains 17674 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 91791 members 
Mstep: Class 21 contains 13296 members 
Mstep: Class 22 contains 79582 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4201 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 54975 members 
Mstep: Class 30 contains 5238 members 
Mstep: Class 31 contains 18176 members 
Mstep: Class 32 contains 1356 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 19514 members 
Mstep: Class 35 contains 26325 members 
Mstep: Class 36 contains 45353 members 
Mstep: Class 37 contains 7013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870252.000000 Penalty: 22341.371094
Iteration 325Q: 38 clusters Score -3.587025e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 20293 members 
Mstep: Class 11 contains 15749 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38671 members 
Mstep: Class 14 contains 68750 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20386 members 
Mstep: Class 17 contains 1161 members 
Mstep: Class 18 contains 17386 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 89835 members 
Mstep: Class 21 contains 13243 members 
Mstep: Class 22 contains 80699 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 4198 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 54731 members 
Mstep: Class 30 contains 5233 members 
Mstep: Class 31 contains 18482 members 
Mstep: Class 32 contains 1357 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 19433 members 
Mstep: Class 35 contains 26390 members 
Mstep: Class 36 contains 47095 members 
Mstep: Class 37 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870332.000000 Penalty: 22341.371094
Iteration 326Q: 38 clusters Score -3.587033e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 20378 members 
Mstep: Class 11 contains 15517 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38621 members 
Mstep: Class 14 contains 68740 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20386 members 
Mstep: Class 17 contains 1158 members 
Mstep: Class 18 contains 16906 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 87980 members 
Mstep: Class 21 contains 13176 members 
Mstep: Class 22 contains 81501 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 843 members 
Mstep: Class 27 contains 4195 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 54464 members 
Mstep: Class 30 contains 5229 members 
Mstep: Class 31 contains 18789 members 
Mstep: Class 32 contains 1357 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 19361 members 
Mstep: Class 35 contains 26464 members 
Mstep: Class 36 contains 48972 members 
Mstep: Class 37 contains 7056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870884.000000 Penalty: 22341.371094
Iteration 327Q: 38 clusters Score -3.587088e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 20467 members 
Mstep: Class 11 contains 15191 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38613 members 
Mstep: Class 14 contains 68737 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 1153 members 
Mstep: Class 18 contains 16275 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 86578 members 
Mstep: Class 21 contains 13118 members 
Mstep: Class 22 contains 81994 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 54207 members 
Mstep: Class 30 contains 5218 members 
Mstep: Class 31 contains 19099 members 
Mstep: Class 32 contains 1358 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 19274 members 
Mstep: Class 35 contains 26536 members 
Mstep: Class 36 contains 50898 members 
Mstep: Class 37 contains 7089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871048.000000 Penalty: 22341.371094
Iteration 328Q: 38 clusters Score -3.587105e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 20562 members 
Mstep: Class 11 contains 14853 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38625 members 
Mstep: Class 14 contains 68736 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 15609 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 85405 members 
Mstep: Class 21 contains 13062 members 
Mstep: Class 22 contains 82354 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 53941 members 
Mstep: Class 30 contains 5208 members 
Mstep: Class 31 contains 19392 members 
Mstep: Class 32 contains 1358 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 19154 members 
Mstep: Class 35 contains 26595 members 
Mstep: Class 36 contains 52807 members 
Mstep: Class 37 contains 7108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 26. Lose 531.605042 but Gain 603.822266
Score: -35871016.000000 Penalty: 21737.548828
Iteration 329Q: 37 clusters Score -3.587102e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 20676 members 
Mstep: Class 11 contains 14508 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38631 members 
Mstep: Class 14 contains 68736 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 14909 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 84603 members 
Mstep: Class 21 contains 13005 members 
Mstep: Class 22 contains 82619 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4183 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 53623 members 
Mstep: Class 30 contains 5205 members 
Mstep: Class 31 contains 19680 members 
Mstep: Class 32 contains 1358 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 19028 members 
Mstep: Class 35 contains 26703 members 
Mstep: Class 36 contains 54960 members 
Mstep: Class 37 contains 7130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871316.000000 Penalty: 21737.548828
Iteration 330Q: 37 clusters Score -3.587132e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 20788 members 
Mstep: Class 11 contains 14030 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38622 members 
Mstep: Class 14 contains 68734 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 14151 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 83301 members 
Mstep: Class 21 contains 12948 members 
Mstep: Class 22 contains 82858 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4173 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 53367 members 
Mstep: Class 30 contains 5204 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 1358 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18883 members 
Mstep: Class 35 contains 26794 members 
Mstep: Class 36 contains 57231 members 
Mstep: Class 37 contains 7149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871332.000000 Penalty: 21737.548828
Iteration 331Q: 37 clusters Score -3.587133e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 20866 members 
Mstep: Class 11 contains 13668 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38636 members 
Mstep: Class 14 contains 68725 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 1143 members 
Mstep: Class 18 contains 13380 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 82175 members 
Mstep: Class 21 contains 12901 members 
Mstep: Class 22 contains 83131 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4165 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 53231 members 
Mstep: Class 30 contains 5202 members 
Mstep: Class 31 contains 20245 members 
Mstep: Class 32 contains 1358 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18712 members 
Mstep: Class 35 contains 26932 members 
Mstep: Class 36 contains 59070 members 
Mstep: Class 37 contains 7167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870932.000000 Penalty: 21737.548828
Iteration 332Q: 37 clusters Score -3.587093e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 20968 members 
Mstep: Class 11 contains 13353 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38637 members 
Mstep: Class 14 contains 68720 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 12629 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 81231 members 
Mstep: Class 21 contains 12852 members 
Mstep: Class 22 contains 83453 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4156 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 53082 members 
Mstep: Class 30 contains 5197 members 
Mstep: Class 31 contains 20537 members 
Mstep: Class 32 contains 1358 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18527 members 
Mstep: Class 35 contains 27046 members 
Mstep: Class 36 contains 60622 members 
Mstep: Class 37 contains 7196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870736.000000 Penalty: 21737.548828
Iteration 333Q: 37 clusters Score -3.587074e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 21052 members 
Mstep: Class 11 contains 13053 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38667 members 
Mstep: Class 14 contains 68709 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20387 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 11830 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80679 members 
Mstep: Class 21 contains 12816 members 
Mstep: Class 22 contains 83855 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4144 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 52899 members 
Mstep: Class 30 contains 5193 members 
Mstep: Class 31 contains 20825 members 
Mstep: Class 32 contains 1358 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18350 members 
Mstep: Class 35 contains 27124 members 
Mstep: Class 36 contains 61782 members 
Mstep: Class 37 contains 7229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870536.000000 Penalty: 21737.548828
Iteration 334Q: 37 clusters Score -3.587054e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18491 members 
Mstep: Class 10 contains 21124 members 
Mstep: Class 11 contains 12718 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38660 members 
Mstep: Class 14 contains 68705 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20387 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 11004 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80526 members 
Mstep: Class 21 contains 12781 members 
Mstep: Class 22 contains 84211 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 52732 members 
Mstep: Class 30 contains 5187 members 
Mstep: Class 31 contains 21124 members 
Mstep: Class 32 contains 1359 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18209 members 
Mstep: Class 35 contains 27109 members 
Mstep: Class 36 contains 62723 members 
Mstep: Class 37 contains 7248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870308.000000 Penalty: 21737.548828
Iteration 335Q: 37 clusters Score -3.587031e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18491 members 
Mstep: Class 10 contains 21179 members 
Mstep: Class 11 contains 12374 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38638 members 
Mstep: Class 14 contains 68706 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 10198 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80604 members 
Mstep: Class 21 contains 12748 members 
Mstep: Class 22 contains 84333 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4136 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 52529 members 
Mstep: Class 30 contains 5178 members 
Mstep: Class 31 contains 21450 members 
Mstep: Class 32 contains 1362 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18093 members 
Mstep: Class 35 contains 27138 members 
Mstep: Class 36 contains 63635 members 
Mstep: Class 37 contains 7261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870160.000000 Penalty: 21737.548828
Iteration 336Q: 37 clusters Score -3.587016e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 21235 members 
Mstep: Class 11 contains 12079 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38615 members 
Mstep: Class 14 contains 68704 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 9465 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80674 members 
Mstep: Class 21 contains 12723 members 
Mstep: Class 22 contains 84354 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4136 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 52401 members 
Mstep: Class 30 contains 5167 members 
Mstep: Class 31 contains 21748 members 
Mstep: Class 32 contains 1365 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17962 members 
Mstep: Class 35 contains 27132 members 
Mstep: Class 36 contains 64538 members 
Mstep: Class 37 contains 7265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870120.000000 Penalty: 21737.548828
Iteration 337Q: 37 clusters Score -3.587012e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 21305 members 
Mstep: Class 11 contains 11832 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38587 members 
Mstep: Class 14 contains 68701 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 8759 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80783 members 
Mstep: Class 21 contains 12693 members 
Mstep: Class 22 contains 84368 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4136 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 52228 members 
Mstep: Class 30 contains 5162 members 
Mstep: Class 31 contains 22046 members 
Mstep: Class 32 contains 1366 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17820 members 
Mstep: Class 35 contains 27120 members 
Mstep: Class 36 contains 65377 members 
Mstep: Class 37 contains 7281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870308.000000 Penalty: 21737.548828
Iteration 338Q: 37 clusters Score -3.587031e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 21399 members 
Mstep: Class 11 contains 11578 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38556 members 
Mstep: Class 14 contains 68699 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20389 members 
Mstep: Class 17 contains 1143 members 
Mstep: Class 18 contains 8092 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80892 members 
Mstep: Class 21 contains 12658 members 
Mstep: Class 22 contains 84344 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4137 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 52064 members 
Mstep: Class 30 contains 5153 members 
Mstep: Class 31 contains 22338 members 
Mstep: Class 32 contains 1367 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17673 members 
Mstep: Class 35 contains 27036 members 
Mstep: Class 36 contains 66278 members 
Mstep: Class 37 contains 7299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870352.000000 Penalty: 21737.548828
Iteration 339Q: 37 clusters Score -3.587035e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 21514 members 
Mstep: Class 11 contains 11288 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38559 members 
Mstep: Class 14 contains 68699 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20389 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 7438 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 81001 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 84285 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4138 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 51916 members 
Mstep: Class 30 contains 5145 members 
Mstep: Class 31 contains 22637 members 
Mstep: Class 32 contains 1368 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17526 members 
Mstep: Class 35 contains 26914 members 
Mstep: Class 36 contains 67199 members 
Mstep: Class 37 contains 7326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870568.000000 Penalty: 21737.548828
Iteration 340F: 37 clusters Score -3.587057e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 21611 members 
Mstep: Class 11 contains 11051 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38566 members 
Mstep: Class 14 contains 68696 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20389 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 6813 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79092 members 
Mstep: Class 21 contains 12566 members 
Mstep: Class 22 contains 84250 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4139 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 51751 members 
Mstep: Class 30 contains 5142 members 
Mstep: Class 31 contains 22901 members 
Mstep: Class 32 contains 1368 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17391 members 
Mstep: Class 35 contains 26751 members 
Mstep: Class 36 contains 70121 members 
Mstep: Class 37 contains 7357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870780.000000 Penalty: 21737.548828
Iteration 341Q: 37 clusters Score -3.587078e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 21714 members 
Mstep: Class 11 contains 10818 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38566 members 
Mstep: Class 14 contains 68696 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 6274 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 77292 members 
Mstep: Class 21 contains 12529 members 
Mstep: Class 22 contains 84081 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 51634 members 
Mstep: Class 30 contains 5138 members 
Mstep: Class 31 contains 23187 members 
Mstep: Class 32 contains 1368 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17261 members 
Mstep: Class 35 contains 26453 members 
Mstep: Class 36 contains 73033 members 
Mstep: Class 37 contains 7383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870816.000000 Penalty: 21737.548828
Iteration 342Q: 37 clusters Score -3.587082e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 21799 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38587 members 
Mstep: Class 14 contains 68696 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20389 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 5762 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 75237 members 
Mstep: Class 21 contains 12486 members 
Mstep: Class 22 contains 84004 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4137 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 51584 members 
Mstep: Class 30 contains 5132 members 
Mstep: Class 31 contains 23463 members 
Mstep: Class 32 contains 1368 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17205 members 
Mstep: Class 35 contains 26118 members 
Mstep: Class 36 contains 76042 members 
Mstep: Class 37 contains 7407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870644.000000 Penalty: 21737.548828
Iteration 343Q: 37 clusters Score -3.587064e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18491 members 
Mstep: Class 10 contains 21889 members 
Mstep: Class 11 contains 10211 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38629 members 
Mstep: Class 14 contains 68698 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20390 members 
Mstep: Class 17 contains 1153 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 73179 members 
Mstep: Class 21 contains 12443 members 
Mstep: Class 22 contains 83887 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4134 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 51489 members 
Mstep: Class 30 contains 5119 members 
Mstep: Class 31 contains 23762 members 
Mstep: Class 32 contains 1367 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17141 members 
Mstep: Class 35 contains 25737 members 
Mstep: Class 36 contains 79211 members 
Mstep: Class 37 contains 7441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871456.000000 Penalty: 21737.548828
Iteration 344Q: 37 clusters Score -3.587146e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18490 members 
Mstep: Class 10 contains 21970 members 
Mstep: Class 11 contains 9976 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38625 members 
Mstep: Class 14 contains 68692 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20392 members 
Mstep: Class 17 contains 1154 members 
Mstep: Class 18 contains 4621 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 72384 members 
Mstep: Class 21 contains 12406 members 
Mstep: Class 22 contains 82834 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4131 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 51402 members 
Mstep: Class 30 contains 5105 members 
Mstep: Class 31 contains 24042 members 
Mstep: Class 32 contains 1365 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17068 members 
Mstep: Class 35 contains 25308 members 
Mstep: Class 36 contains 82142 members 
Mstep: Class 37 contains 7482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872048.000000 Penalty: 21737.548828
Iteration 345Q: 37 clusters Score -3.587205e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18490 members 
Mstep: Class 10 contains 22063 members 
Mstep: Class 11 contains 9706 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38605 members 
Mstep: Class 14 contains 68690 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20394 members 
Mstep: Class 17 contains 1155 members 
Mstep: Class 18 contains 4079 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 72747 members 
Mstep: Class 21 contains 12351 members 
Mstep: Class 22 contains 80708 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4125 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 51412 members 
Mstep: Class 30 contains 5094 members 
Mstep: Class 31 contains 24276 members 
Mstep: Class 32 contains 1364 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17019 members 
Mstep: Class 35 contains 24944 members 
Mstep: Class 36 contains 84852 members 
Mstep: Class 37 contains 7516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872420.000000 Penalty: 21737.548828
Iteration 346Q: 37 clusters Score -3.587242e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18490 members 
Mstep: Class 10 contains 22144 members 
Mstep: Class 11 contains 9485 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38607 members 
Mstep: Class 14 contains 68685 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20396 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 73863 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 77886 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4111 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 51401 members 
Mstep: Class 30 contains 5085 members 
Mstep: Class 31 contains 24531 members 
Mstep: Class 32 contains 1364 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16978 members 
Mstep: Class 35 contains 25013 members 
Mstep: Class 36 contains 86750 members 
Mstep: Class 37 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871976.000000 Penalty: 21737.548828
Iteration 347Q: 37 clusters Score -3.587198e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18488 members 
Mstep: Class 10 contains 22191 members 
Mstep: Class 11 contains 9231 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38680 members 
Mstep: Class 14 contains 68686 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20396 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 3695 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 75396 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 75320 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4099 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 51310 members 
Mstep: Class 30 contains 5076 members 
Mstep: Class 31 contains 24846 members 
Mstep: Class 32 contains 1365 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16964 members 
Mstep: Class 35 contains 25566 members 
Mstep: Class 36 contains 87244 members 
Mstep: Class 37 contains 7599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870448.000000 Penalty: 21737.548828
Iteration 348Q: 37 clusters Score -3.587045e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 22251 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38745 members 
Mstep: Class 14 contains 68678 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20398 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 3827 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76991 members 
Mstep: Class 21 contains 12250 members 
Mstep: Class 22 contains 73612 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4094 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 51124 members 
Mstep: Class 30 contains 5064 members 
Mstep: Class 31 contains 25217 members 
Mstep: Class 32 contains 1364 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16905 members 
Mstep: Class 35 contains 26197 members 
Mstep: Class 36 contains 86632 members 
Mstep: Class 37 contains 7638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870764.000000 Penalty: 21737.548828
Iteration 349Q: 37 clusters Score -3.587076e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 22330 members 
Mstep: Class 11 contains 8818 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38784 members 
Mstep: Class 14 contains 68665 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20401 members 
Mstep: Class 17 contains 1158 members 
Mstep: Class 18 contains 4003 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78732 members 
Mstep: Class 21 contains 12205 members 
Mstep: Class 22 contains 72074 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4087 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 50900 members 
Mstep: Class 30 contains 5055 members 
Mstep: Class 31 contains 25570 members 
Mstep: Class 32 contains 1363 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16843 members 
Mstep: Class 35 contains 26637 members 
Mstep: Class 36 contains 85802 members 
Mstep: Class 37 contains 7677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871056.000000 Penalty: 21737.548828
Iteration 350Q: 37 clusters Score -3.587106e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 22398 members 
Mstep: Class 11 contains 8620 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38784 members 
Mstep: Class 14 contains 68651 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20402 members 
Mstep: Class 17 contains 1165 members 
Mstep: Class 18 contains 4129 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80349 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 70951 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4084 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 50679 members 
Mstep: Class 30 contains 5042 members 
Mstep: Class 31 contains 25978 members 
Mstep: Class 32 contains 1363 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16796 members 
Mstep: Class 35 contains 26846 members 
Mstep: Class 36 contains 84990 members 
Mstep: Class 37 contains 7703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871500.000000 Penalty: 21737.548828
Iteration 351Q: 37 clusters Score -3.58715e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 22475 members 
Mstep: Class 11 contains 8475 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38789 members 
Mstep: Class 14 contains 68632 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20403 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 4264 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 81641 members 
Mstep: Class 21 contains 12135 members 
Mstep: Class 22 contains 70108 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4082 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 50486 members 
Mstep: Class 30 contains 5031 members 
Mstep: Class 31 contains 26366 members 
Mstep: Class 32 contains 1363 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16749 members 
Mstep: Class 35 contains 26896 members 
Mstep: Class 36 contains 84323 members 
Mstep: Class 37 contains 7723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871788.000000 Penalty: 21737.548828
Iteration 352Q: 37 clusters Score -3.587179e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 22548 members 
Mstep: Class 11 contains 8306 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38799 members 
Mstep: Class 14 contains 68619 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20403 members 
Mstep: Class 17 contains 1165 members 
Mstep: Class 18 contains 4406 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 82775 members 
Mstep: Class 21 contains 12095 members 
Mstep: Class 22 contains 69516 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4076 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 50343 members 
Mstep: Class 30 contains 5026 members 
Mstep: Class 31 contains 26724 members 
Mstep: Class 32 contains 1363 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16703 members 
Mstep: Class 35 contains 26876 members 
Mstep: Class 36 contains 83612 members 
Mstep: Class 37 contains 7747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872092.000000 Penalty: 21737.548828
Iteration 353Q: 37 clusters Score -3.587209e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 22619 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38797 members 
Mstep: Class 14 contains 68607 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20404 members 
Mstep: Class 17 contains 1167 members 
Mstep: Class 18 contains 4487 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 83652 members 
Mstep: Class 21 contains 12055 members 
Mstep: Class 22 contains 69144 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4072 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 50205 members 
Mstep: Class 30 contains 5023 members 
Mstep: Class 31 contains 27099 members 
Mstep: Class 32 contains 1363 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16659 members 
Mstep: Class 35 contains 26874 members 
Mstep: Class 36 contains 82930 members 
Mstep: Class 37 contains 7767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872184.000000 Penalty: 21737.548828
Iteration 354Q: 37 clusters Score -3.587218e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 22683 members 
Mstep: Class 11 contains 8012 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38820 members 
Mstep: Class 14 contains 68594 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20407 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 4607 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 84267 members 
Mstep: Class 21 contains 12018 members 
Mstep: Class 22 contains 68971 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4068 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 50011 members 
Mstep: Class 30 contains 5017 members 
Mstep: Class 31 contains 27488 members 
Mstep: Class 32 contains 1363 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16610 members 
Mstep: Class 35 contains 26857 members 
Mstep: Class 36 contains 82354 members 
Mstep: Class 37 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872376.000000 Penalty: 21737.548828
Iteration 355Q: 37 clusters Score -3.587238e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 22751 members 
Mstep: Class 11 contains 7845 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38858 members 
Mstep: Class 14 contains 68578 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20413 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 4726 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 84626 members 
Mstep: Class 21 contains 11975 members 
Mstep: Class 22 contains 69089 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4064 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 49834 members 
Mstep: Class 30 contains 5016 members 
Mstep: Class 31 contains 27853 members 
Mstep: Class 32 contains 1363 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16566 members 
Mstep: Class 35 contains 26833 members 
Mstep: Class 36 contains 81737 members 
Mstep: Class 37 contains 7803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872500.000000 Penalty: 21737.548828
Iteration 356Q: 37 clusters Score -3.58725e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 22812 members 
Mstep: Class 11 contains 7710 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38896 members 
Mstep: Class 14 contains 68567 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20415 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 18 contains 4843 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 84767 members 
Mstep: Class 21 contains 11943 members 
Mstep: Class 22 contains 69340 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4061 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 49613 members 
Mstep: Class 30 contains 5009 members 
Mstep: Class 31 contains 28205 members 
Mstep: Class 32 contains 1363 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16535 members 
Mstep: Class 35 contains 26795 members 
Mstep: Class 36 contains 81242 members 
Mstep: Class 37 contains 7815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872624.000000 Penalty: 21737.548828
Iteration 357Q: 37 clusters Score -3.587262e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 22867 members 
Mstep: Class 11 contains 7546 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38913 members 
Mstep: Class 14 contains 68557 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20415 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 18 contains 4973 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 84626 members 
Mstep: Class 21 contains 11908 members 
Mstep: Class 22 contains 69850 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4057 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 49413 members 
Mstep: Class 30 contains 5003 members 
Mstep: Class 31 contains 28589 members 
Mstep: Class 32 contains 1362 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16514 members 
Mstep: Class 35 contains 26753 members 
Mstep: Class 36 contains 80760 members 
Mstep: Class 37 contains 7824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872808.000000 Penalty: 21737.548828
Iteration 358Q: 37 clusters Score -3.587281e+07 nChanged 2159
Entering ConstructFrom: 
Score: -35872808.000000 Penalty: 21737.548828
Entering ConstructFrom: 
Trying to split cluster 1 (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: -74355.562500 Penalty: 320.898804
	Iteration 0F: 2 clusters Score -74355.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -73467.265625 Penalty: 641.797607
	Iteration 0F: 3 clusters Score -73467.27 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -73705.968750 Penalty: 641.797607
	Iteration 1F: 3 clusters Score -73705.97 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -73730.687500 Penalty: 641.797607
	Iteration 2F: 3 clusters Score -73730.69 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -73755.914062 Penalty: 641.797607
	Iteration 3Q: 3 clusters Score -73755.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -73778.617188 Penalty: 641.797607
	Iteration 4Q: 3 clusters Score -73778.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -73806.437500 Penalty: 641.797607
	Iteration 5Q: 3 clusters Score -73806.44 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -73831.609375 Penalty: 641.797607
	Iteration 6Q: 3 clusters Score -73831.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -73842.648438 Penalty: 641.797607
	Iteration 7Q: 3 clusters Score -73842.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -73852.414062 Penalty: 641.797607
	Iteration 8Q: 3 clusters Score -73852.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -73867.179688 Penalty: 641.797607
	Iteration 9Q: 3 clusters Score -73867.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -73879.593750 Penalty: 641.797607
	Iteration 10Q: 3 clusters Score -73879.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -73894.640625 Penalty: 641.797607
	Iteration 11Q: 3 clusters Score -73894.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -73913.070312 Penalty: 641.797607
	Iteration 12Q: 3 clusters Score -73913.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -73930.054688 Penalty: 641.797607
	Iteration 13Q: 3 clusters Score -73930.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -73949.039062 Penalty: 641.797607
	Iteration 14Q: 3 clusters Score -73949.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -73968.757812 Penalty: 641.797607
	Iteration 15Q: 3 clusters Score -73968.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -73980.890625 Penalty: 641.797607
	Iteration 16Q: 3 clusters Score -73980.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -73988.898438 Penalty: 641.797607
	Iteration 17Q: 3 clusters Score -73988.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -73995.679688 Penalty: 641.797607
	Iteration 18Q: 3 clusters Score -73995.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -73998.054688 Penalty: 641.797607
	Iteration 19Q: 3 clusters Score -73998.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -73999.109375 Penalty: 641.797607
	Iteration 20F: 3 clusters Score -73999.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -73999.812500 Penalty: 641.797607
	Iteration 21Q: 3 clusters Score -73999.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -74000.593750 Penalty: 641.797607
	Iteration 22Q: 3 clusters Score -74000.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -74002.296875 Penalty: 641.797607
	Iteration 23Q: 3 clusters Score -74002.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -74004.070312 Penalty: 641.797607
	Iteration 24Q: 3 clusters Score -74004.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -74006.765625 Penalty: 641.797607
	Iteration 25Q: 3 clusters Score -74006.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -74008.109375 Penalty: 641.797607
	Iteration 26Q: 3 clusters Score -74008.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -74009.726562 Penalty: 641.797607
	Iteration 27Q: 3 clusters Score -74009.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -74011.070312 Penalty: 641.797607
	Iteration 28Q: 3 clusters Score -74011.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -74012.445312 Penalty: 641.797607
	Iteration 29Q: 3 clusters Score -74012.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -74013.039062 Penalty: 641.797607
	Iteration 30Q: 3 clusters Score -74013.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -74013.445312 Penalty: 641.797607
	Iteration 31Q: 3 clusters Score -74013.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -74013.750000 Penalty: 641.797607
	Iteration 32Q: 3 clusters Score -74013.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -74013.875000 Penalty: 641.797607
	Iteration 33Q: 3 clusters Score -74013.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -74013.875000 Penalty: 641.797607
	Iteration 34F: 3 clusters Score -74013.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -39295.179688 Penalty: 299.858704
	Iteration 0F: 2 clusters Score -39295.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -38650.179688 Penalty: 599.717407
	Iteration 0F: 3 clusters Score -38650.18 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -38875.976562 Penalty: 599.717407
	Iteration 1F: 3 clusters Score -38875.98 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -38933.414062 Penalty: 599.717407
	Iteration 2F: 3 clusters Score -38933.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -38961.652344 Penalty: 599.717407
	Iteration 3Q: 3 clusters Score -38961.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -38979.679688 Penalty: 599.717407
	Iteration 4Q: 3 clusters Score -38979.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -39009.433594 Penalty: 599.717407
	Iteration 5Q: 3 clusters Score -39009.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -39025.789062 Penalty: 599.717407
	Iteration 6Q: 3 clusters Score -39025.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -39032.113281 Penalty: 599.717407
	Iteration 7Q: 3 clusters Score -39032.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -39036.308594 Penalty: 599.717407
	Iteration 8Q: 3 clusters Score -39036.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -39046.289062 Penalty: 599.717407
	Iteration 9Q: 3 clusters Score -39046.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -39055.519531 Penalty: 599.717407
	Iteration 10Q: 3 clusters Score -39055.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -39066.218750 Penalty: 599.717407
	Iteration 11Q: 3 clusters Score -39066.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -39078.113281 Penalty: 599.717407
	Iteration 12Q: 3 clusters Score -39078.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -39089.773438 Penalty: 599.717407
	Iteration 13Q: 3 clusters Score -39089.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -39116.460938 Penalty: 599.717407
	Iteration 14Q: 3 clusters Score -39116.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -39140.347656 Penalty: 599.717407
	Iteration 15Q: 3 clusters Score -39140.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -39151.500000 Penalty: 599.717407
	Iteration 16Q: 3 clusters Score -39151.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -39155.207031 Penalty: 599.717407
	Iteration 17Q: 3 clusters Score -39155.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39156.949219 Penalty: 599.717407
	Iteration 18Q: 3 clusters Score -39156.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -39160.796875 Penalty: 599.717407
	Iteration 19Q: 3 clusters Score -39160.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -39163.167969 Penalty: 599.717407
	Iteration 20F: 3 clusters Score -39163.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39166.332031 Penalty: 599.717407
	Iteration 21Q: 3 clusters Score -39166.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39170.121094 Penalty: 599.717407
	Iteration 22Q: 3 clusters Score -39170.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -39173.539062 Penalty: 599.717407
	Iteration 23Q: 3 clusters Score -39173.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -39178.058594 Penalty: 599.717407
	Iteration 24Q: 3 clusters Score -39178.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -39181.660156 Penalty: 599.717407
	Iteration 25Q: 3 clusters Score -39181.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -39182.542969 Penalty: 599.717407
	Iteration 26Q: 3 clusters Score -39182.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -39184.113281 Penalty: 599.717407
	Iteration 27Q: 3 clusters Score -39184.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -39189.082031 Penalty: 599.717407
	Iteration 28Q: 3 clusters Score -39189.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -39191.777344 Penalty: 599.717407
	Iteration 29Q: 3 clusters Score -39191.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -39197.734375 Penalty: 599.717407
	Iteration 30Q: 3 clusters Score -39197.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -39201.289062 Penalty: 599.717407
	Iteration 31Q: 3 clusters Score -39201.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -39203.605469 Penalty: 599.717407
	Iteration 32Q: 3 clusters Score -39203.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -39206.734375 Penalty: 599.717407
	Iteration 33Q: 3 clusters Score -39206.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -39209.621094 Penalty: 599.717407
	Iteration 34Q: 3 clusters Score -39209.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -39214.863281 Penalty: 599.717407
	Iteration 35Q: 3 clusters Score -39214.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -39217.660156 Penalty: 599.717407
	Iteration 36Q: 3 clusters Score -39217.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -39226.207031 Penalty: 599.717407
	Iteration 37Q: 3 clusters Score -39226.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -39230.328125 Penalty: 599.717407
	Iteration 38Q: 3 clusters Score -39230.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -39231.972656 Penalty: 599.717407
	Iteration 39Q: 3 clusters Score -39231.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -39231.972656 Penalty: 599.717407
	Iteration 40F: 3 clusters Score -39231.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -6026.724609 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -6026.725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5832.366699 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -5832.367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5859.358398 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -5859.358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5863.677246 Penalty: 423.510376
	Iteration 2Q: 3 clusters Score -5863.677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5863.942871 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -5863.943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5863.942871 Penalty: 423.510376
	Iteration 4F: 3 clusters Score -5863.943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -18102.992188 Penalty: 263.720612
	Iteration 0F: 2 clusters Score -18102.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17742.076172 Penalty: 527.441223
	Iteration 0F: 3 clusters Score -17742.08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17829.083984 Penalty: 527.441223
	Iteration 1F: 3 clusters Score -17829.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17853.068359 Penalty: 527.441223
	Iteration 2F: 3 clusters Score -17853.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17865.033203 Penalty: 527.441223
	Iteration 3Q: 3 clusters Score -17865.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17876.396484 Penalty: 527.441223
	Iteration 4Q: 3 clusters Score -17876.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17884.335938 Penalty: 527.441223
	Iteration 5Q: 3 clusters Score -17884.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17890.597656 Penalty: 527.441223
	Iteration 6Q: 3 clusters Score -17890.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17896.310547 Penalty: 527.441223
	Iteration 7Q: 3 clusters Score -17896.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17907.314453 Penalty: 527.441223
	Iteration 8Q: 3 clusters Score -17907.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17915.919922 Penalty: 527.441223
	Iteration 9Q: 3 clusters Score -17915.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17923.501953 Penalty: 527.441223
	Iteration 10Q: 3 clusters Score -17923.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17928.404297 Penalty: 527.441223
	Iteration 11Q: 3 clusters Score -17928.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17934.708984 Penalty: 527.441223
	Iteration 12Q: 3 clusters Score -17934.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17942.595703 Penalty: 527.441223
	Iteration 13Q: 3 clusters Score -17942.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17947.128906 Penalty: 527.441223
	Iteration 14Q: 3 clusters Score -17947.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17951.080078 Penalty: 527.441223
	Iteration 15Q: 3 clusters Score -17951.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17953.746094 Penalty: 527.441223
	Iteration 16Q: 3 clusters Score -17953.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17958.375000 Penalty: 527.441223
	Iteration 17Q: 3 clusters Score -17958.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17958.763672 Penalty: 527.441223
	Iteration 18Q: 3 clusters Score -17958.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17958.763672 Penalty: 527.441223
	Iteration 19F: 3 clusters Score -17958.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -96536.875000 Penalty: 333.144165
	Iteration 0F: 2 clusters Score -96536.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -95403.234375 Penalty: 666.288330
	Iteration 0F: 3 clusters Score -95403.23 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -95735.406250 Penalty: 666.288330
	Iteration 1F: 3 clusters Score -95735.41 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -95804.343750 Penalty: 666.288330
	Iteration 2F: 3 clusters Score -95804.34 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -95855.195312 Penalty: 666.288330
	Iteration 3F: 3 clusters Score -95855.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -95911.421875 Penalty: 666.288330
	Iteration 4Q: 3 clusters Score -95911.42 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -95965.148438 Penalty: 666.288330
	Iteration 5Q: 3 clusters Score -95965.15 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -96012.203125 Penalty: 666.288330
	Iteration 6Q: 3 clusters Score -96012.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -96039.585938 Penalty: 666.288330
	Iteration 7Q: 3 clusters Score -96039.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -96067.195312 Penalty: 666.288330
	Iteration 8Q: 3 clusters Score -96067.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -96089.914062 Penalty: 666.288330
	Iteration 9Q: 3 clusters Score -96089.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -96105.062500 Penalty: 666.288330
	Iteration 10Q: 3 clusters Score -96105.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -96114.789062 Penalty: 666.288330
	Iteration 11Q: 3 clusters Score -96114.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -96123.265625 Penalty: 666.288330
	Iteration 12Q: 3 clusters Score -96123.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -96127.960938 Penalty: 666.288330
	Iteration 13Q: 3 clusters Score -96127.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -96132.179688 Penalty: 666.288330
	Iteration 14Q: 3 clusters Score -96132.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -96139.453125 Penalty: 666.288330
	Iteration 15Q: 3 clusters Score -96139.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -96146.210938 Penalty: 666.288330
	Iteration 16Q: 3 clusters Score -96146.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -96153.945312 Penalty: 666.288330
	Iteration 17Q: 3 clusters Score -96153.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -96158.421875 Penalty: 666.288330
	Iteration 18Q: 3 clusters Score -96158.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -96161.929688 Penalty: 666.288330
	Iteration 19Q: 3 clusters Score -96161.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -96164.406250 Penalty: 666.288330
	Iteration 20F: 3 clusters Score -96164.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -96165.976562 Penalty: 666.288330
	Iteration 21Q: 3 clusters Score -96165.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -96167.093750 Penalty: 666.288330
	Iteration 22Q: 3 clusters Score -96167.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -96167.960938 Penalty: 666.288330
	Iteration 23Q: 3 clusters Score -96167.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -96169.101562 Penalty: 666.288330
	Iteration 24Q: 3 clusters Score -96169.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -96170.546875 Penalty: 666.288330
	Iteration 25Q: 3 clusters Score -96170.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -96172.445312 Penalty: 666.288330
	Iteration 26Q: 3 clusters Score -96172.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -96175.421875 Penalty: 666.288330
	Iteration 27Q: 3 clusters Score -96175.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -96177.781250 Penalty: 666.288330
	Iteration 28Q: 3 clusters Score -96177.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -96180.132812 Penalty: 666.288330
	Iteration 29Q: 3 clusters Score -96180.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -96182.062500 Penalty: 666.288330
	Iteration 30Q: 3 clusters Score -96182.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -96183.734375 Penalty: 666.288330
	Iteration 31Q: 3 clusters Score -96183.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -96185.250000 Penalty: 666.288330
	Iteration 32Q: 3 clusters Score -96185.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -96187.742188 Penalty: 666.288330
	Iteration 33Q: 3 clusters Score -96187.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -96188.757812 Penalty: 666.288330
	Iteration 34Q: 3 clusters Score -96188.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -96189.757812 Penalty: 666.288330
	Iteration 35Q: 3 clusters Score -96189.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -96190.437500 Penalty: 666.288330
	Iteration 36Q: 3 clusters Score -96190.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -96190.437500 Penalty: 666.288330
	Iteration 37F: 3 clusters Score -96190.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -20667.675781 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -20667.68 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 182 members 
Entering Unmasked Estep 
Score: -20275.132812 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -20275.13 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20358.865234 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -20358.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20402.750000 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -20402.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20428.917969 Penalty: 532.550415
	Iteration 3F: 3 clusters Score -20428.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20439.023438 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -20439.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20443.162109 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -20443.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20443.162109 Penalty: 532.550415
	Iteration 6F: 3 clusters Score -20443.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -224386.687500 Penalty: 376.541199
	Iteration 0F: 2 clusters Score -224386.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -221717.078125 Penalty: 753.082397
	Iteration 0F: 3 clusters Score -221717.1 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -222810.734375 Penalty: 753.082397
	Iteration 1F: 3 clusters Score -222810.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -223023.109375 Penalty: 753.082397
	Iteration 2F: 3 clusters Score -223023.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -223224.765625 Penalty: 753.082397
	Iteration 3F: 3 clusters Score -223224.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -223448.546875 Penalty: 753.082397
	Iteration 4F: 3 clusters Score -223448.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -223663.687500 Penalty: 753.082397
	Iteration 5F: 3 clusters Score -223663.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -223790.703125 Penalty: 753.082397
	Iteration 6Q: 3 clusters Score -223790.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -223847.750000 Penalty: 753.082397
	Iteration 7Q: 3 clusters Score -223847.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -223886.390625 Penalty: 753.082397
	Iteration 8Q: 3 clusters Score -223886.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -223923.187500 Penalty: 753.082397
	Iteration 9Q: 3 clusters Score -223923.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -223951.453125 Penalty: 753.082397
	Iteration 10Q: 3 clusters Score -223951.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -223969.359375 Penalty: 753.082397
	Iteration 11Q: 3 clusters Score -223969.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -223985.125000 Penalty: 753.082397
	Iteration 12Q: 3 clusters Score -223985.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -224000.046875 Penalty: 753.082397
	Iteration 13Q: 3 clusters Score -224000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -224007.421875 Penalty: 753.082397
	Iteration 14Q: 3 clusters Score -224007.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -224012.875000 Penalty: 753.082397
	Iteration 15Q: 3 clusters Score -224012.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -224015.468750 Penalty: 753.082397
	Iteration 16Q: 3 clusters Score -224015.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -224018.328125 Penalty: 753.082397
	Iteration 17Q: 3 clusters Score -224018.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -224022.046875 Penalty: 753.082397
	Iteration 18Q: 3 clusters Score -224022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -224025.546875 Penalty: 753.082397
	Iteration 19Q: 3 clusters Score -224025.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -224028.593750 Penalty: 753.082397
	Iteration 20F: 3 clusters Score -224028.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -224030.390625 Penalty: 753.082397
	Iteration 21Q: 3 clusters Score -224030.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -224034.015625 Penalty: 753.082397
	Iteration 22Q: 3 clusters Score -224034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -224038.828125 Penalty: 753.082397
	Iteration 23Q: 3 clusters Score -224038.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -224043.546875 Penalty: 753.082397
	Iteration 24Q: 3 clusters Score -224043.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -224048.656250 Penalty: 753.082397
	Iteration 25Q: 3 clusters Score -224048.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -224054.125000 Penalty: 753.082397
	Iteration 26Q: 3 clusters Score -224054.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -224060.656250 Penalty: 753.082397
	Iteration 27Q: 3 clusters Score -224060.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -224071.453125 Penalty: 753.082397
	Iteration 28Q: 3 clusters Score -224071.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -224078.484375 Penalty: 753.082397
	Iteration 29Q: 3 clusters Score -224078.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -224089.531250 Penalty: 753.082397
	Iteration 30Q: 3 clusters Score -224089.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -224094.843750 Penalty: 753.082397
	Iteration 31Q: 3 clusters Score -224094.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -224100.796875 Penalty: 753.082397
	Iteration 32Q: 3 clusters Score -224100.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -224105.734375 Penalty: 753.082397
	Iteration 33Q: 3 clusters Score -224105.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -224110.625000 Penalty: 753.082397
	Iteration 34Q: 3 clusters Score -224110.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -224112.343750 Penalty: 753.082397
	Iteration 35Q: 3 clusters Score -224112.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -224113.140625 Penalty: 753.082397
	Iteration 36Q: 3 clusters Score -224113.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -224114.453125 Penalty: 753.082397
	Iteration 37Q: 3 clusters Score -224114.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -224115.203125 Penalty: 753.082397
	Iteration 38Q: 3 clusters Score -224115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -224115.500000 Penalty: 753.082397
	Iteration 39Q: 3 clusters Score -224115.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -224115.765625 Penalty: 753.082397
	Iteration 40F: 3 clusters Score -224115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -224115.640625 Penalty: 753.082397
	Iteration 41Q: 3 clusters Score -224115.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -224116.281250 Penalty: 753.082397
	Iteration 42Q: 3 clusters Score -224116.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -224117.187500 Penalty: 753.082397
	Iteration 43Q: 3 clusters Score -224117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -224117.531250 Penalty: 753.082397
	Iteration 44Q: 3 clusters Score -224117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -224118.593750 Penalty: 753.082397
	Iteration 45Q: 3 clusters Score -224118.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -224118.765625 Penalty: 753.082397
	Iteration 46Q: 3 clusters Score -224118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -224120.437500 Penalty: 753.082397
	Iteration 47Q: 3 clusters Score -224120.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -224120.437500 Penalty: 753.082397
	Iteration 48F: 3 clusters Score -224120.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -15628.137695 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -15628.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15293.913086 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -15293.91 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15362.162109 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -15362.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15377.826172 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -15377.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15386.284180 Penalty: 505.671356
	Iteration 3Q: 3 clusters Score -15386.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15392.821289 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -15392.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15392.821289 Penalty: 505.671356
	Iteration 5F: 3 clusters Score -15392.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Entering Unmasked Estep 
Score: -1152849.250000 Penalty: 447.029449
	Iteration 0F: 2 clusters Score -1152849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1140489.750000 Penalty: 894.058899
	Iteration 0F: 3 clusters Score -1140490 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1145706.875000 Penalty: 894.058899
	Iteration 1F: 3 clusters Score -1145707 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1146215.875000 Penalty: 894.058899
	Iteration 2F: 3 clusters Score -1146216 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1147014.000000 Penalty: 894.058899
	Iteration 3F: 3 clusters Score -1147014 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1148283.250000 Penalty: 894.058899
	Iteration 4F: 3 clusters Score -1148283 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1149875.125000 Penalty: 894.058899
	Iteration 5F: 3 clusters Score -1149875 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1151254.875000 Penalty: 894.058899
	Iteration 6F: 3 clusters Score -1151255 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1152006.500000 Penalty: 894.058899
	Iteration 7Q: 3 clusters Score -1152006 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1152325.500000 Penalty: 894.058899
	Iteration 8Q: 3 clusters Score -1152326 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1152435.500000 Penalty: 894.058899
	Iteration 9Q: 3 clusters Score -1152436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1152487.250000 Penalty: 894.058899
	Iteration 10Q: 3 clusters Score -1152487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1152512.000000 Penalty: 894.058899
	Iteration 11Q: 3 clusters Score -1152512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1152522.000000 Penalty: 894.058899
	Iteration 12Q: 3 clusters Score -1152522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1152531.250000 Penalty: 894.058899
	Iteration 13Q: 3 clusters Score -1152531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1152538.500000 Penalty: 894.058899
	Iteration 14Q: 3 clusters Score -1152538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1152547.000000 Penalty: 894.058899
	Iteration 15Q: 3 clusters Score -1152547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1152548.375000 Penalty: 894.058899
	Iteration 16Q: 3 clusters Score -1152548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1152549.125000 Penalty: 894.058899
	Iteration 17Q: 3 clusters Score -1152549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1152551.375000 Penalty: 894.058899
	Iteration 18Q: 3 clusters Score -1152551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1152552.250000 Penalty: 894.058899
	Iteration 19Q: 3 clusters Score -1152552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1152552.250000 Penalty: 894.058899
	Iteration 20F: 3 clusters Score -1152552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Entering Unmasked Estep 
Score: -1512584.375000 Penalty: 456.807343
	Iteration 0F: 2 clusters Score -1512584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1497318.000000 Penalty: 913.614685
	Iteration 0F: 3 clusters Score -1497318 nChanged 10914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1503775.750000 Penalty: 913.614685
	Iteration 1F: 3 clusters Score -1503776 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1504252.125000 Penalty: 913.614685
	Iteration 2Q: 3 clusters Score -1504252 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1504992.625000 Penalty: 913.614685
	Iteration 3F: 3 clusters Score -1504993 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1506484.875000 Penalty: 913.614685
	Iteration 4F: 3 clusters Score -1506485 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1508927.375000 Penalty: 913.614685
	Iteration 5F: 3 clusters Score -1508927 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1510939.250000 Penalty: 913.614685
	Iteration 6F: 3 clusters Score -1510939 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1511651.125000 Penalty: 913.614685
	Iteration 7Q: 3 clusters Score -1511651 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1511894.875000 Penalty: 913.614685
	Iteration 8Q: 3 clusters Score -1511895 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1512029.250000 Penalty: 913.614685
	Iteration 9Q: 3 clusters Score -1512029 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1512123.125000 Penalty: 913.614685
	Iteration 10Q: 3 clusters Score -1512123 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1512170.500000 Penalty: 913.614685
	Iteration 11Q: 3 clusters Score -1512170 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1512197.500000 Penalty: 913.614685
	Iteration 12Q: 3 clusters Score -1512198 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1512206.750000 Penalty: 913.614685
	Iteration 13Q: 3 clusters Score -1512207 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1512212.250000 Penalty: 913.614685
	Iteration 14Q: 3 clusters Score -1512212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1512219.000000 Penalty: 913.614685
	Iteration 15Q: 3 clusters Score -1512219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1512216.875000 Penalty: 913.614685
	Iteration 16Q: 3 clusters Score -1512217 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1512219.625000 Penalty: 913.614685
	Iteration 17Q: 3 clusters Score -1512220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1512219.375000 Penalty: 913.614685
	Iteration 18Q: 3 clusters Score -1512219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1512220.500000 Penalty: 913.614685
	Iteration 19Q: 3 clusters Score -1512220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1512225.875000 Penalty: 913.614685
	Iteration 20F: 3 clusters Score -1512226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1512222.250000 Penalty: 913.614685
	Iteration 21Q: 3 clusters Score -1512222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1512223.375000 Penalty: 913.614685
	Iteration 22Q: 3 clusters Score -1512223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1512224.000000 Penalty: 913.614685
	Iteration 23Q: 3 clusters Score -1512224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1512223.625000 Penalty: 913.614685
	Iteration 24Q: 3 clusters Score -1512224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1512220.875000 Penalty: 913.614685
	Iteration 25Q: 3 clusters Score -1512221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1512222.875000 Penalty: 913.614685
	Iteration 26Q: 3 clusters Score -1512223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -1512220.375000 Penalty: 913.614685
	Iteration 27Q: 3 clusters Score -1512220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1512218.250000 Penalty: 913.614685
	Iteration 28Q: 3 clusters Score -1512218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1512218.125000 Penalty: 913.614685
	Iteration 29Q: 3 clusters Score -1512218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1512220.000000 Penalty: 913.614685
	Iteration 30Q: 3 clusters Score -1512220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1512220.500000 Penalty: 913.614685
	Iteration 31Q: 3 clusters Score -1512220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -1512220.125000 Penalty: 913.614685
	Iteration 32Q: 3 clusters Score -1512220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1512218.125000 Penalty: 913.614685
	Iteration 33Q: 3 clusters Score -1512218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1512219.000000 Penalty: 913.614685
	Iteration 34Q: 3 clusters Score -1512219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1512218.625000 Penalty: 913.614685
	Iteration 35Q: 3 clusters Score -1512219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1512216.125000 Penalty: 913.614685
	Iteration 36Q: 3 clusters Score -1512216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -1512215.750000 Penalty: 913.614685
	Iteration 37Q: 3 clusters Score -1512216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -1512214.500000 Penalty: 913.614685
	Iteration 38Q: 3 clusters Score -1512214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1512215.000000 Penalty: 913.614685
	Iteration 39Q: 3 clusters Score -1512215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1512211.500000 Penalty: 913.614685
	Iteration 40F: 3 clusters Score -1512212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1512214.000000 Penalty: 913.614685
	Iteration 41Q: 3 clusters Score -1512214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -1512214.500000 Penalty: 913.614685
	Iteration 42Q: 3 clusters Score -1512214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1512217.500000 Penalty: 913.614685
	Iteration 43Q: 3 clusters Score -1512218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1512214.000000 Penalty: 913.614685
	Iteration 44Q: 3 clusters Score -1512214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1512216.250000 Penalty: 913.614685
	Iteration 45Q: 3 clusters Score -1512216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1512214.000000 Penalty: 913.614685
	Iteration 46Q: 3 clusters Score -1512214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1512214.375000 Penalty: 913.614685
	Iteration 47Q: 3 clusters Score -1512214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1512216.000000 Penalty: 913.614685
	Iteration 48Q: 3 clusters Score -1512216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1512212.500000 Penalty: 913.614685
	Iteration 49Q: 3 clusters Score -1512212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1512216.500000 Penalty: 913.614685
	Iteration 50Q: 3 clusters Score -1512216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1512213.750000 Penalty: 913.614685
	Iteration 51Q: 3 clusters Score -1512214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1512215.750000 Penalty: 913.614685
	Iteration 52Q: 3 clusters Score -1512216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1512217.375000 Penalty: 913.614685
	Iteration 53Q: 3 clusters Score -1512217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -1512216.375000 Penalty: 913.614685
	Iteration 54Q: 3 clusters Score -1512216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -1512219.375000 Penalty: 913.614685
	Iteration 55Q: 3 clusters Score -1512219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1512218.375000 Penalty: 913.614685
	Iteration 56Q: 3 clusters Score -1512218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1512216.375000 Penalty: 913.614685
	Iteration 57Q: 3 clusters Score -1512216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1512219.000000 Penalty: 913.614685
	Iteration 58Q: 3 clusters Score -1512219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1512215.000000 Penalty: 913.614685
	Iteration 59Q: 3 clusters Score -1512215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1512216.125000 Penalty: 913.614685
	Iteration 60F: 3 clusters Score -1512216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -1512216.375000 Penalty: 913.614685
	Iteration 61Q: 3 clusters Score -1512216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -1512216.125000 Penalty: 913.614685
	Iteration 62Q: 3 clusters Score -1512216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -1512216.000000 Penalty: 913.614685
	Iteration 63Q: 3 clusters Score -1512216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1512218.500000 Penalty: 913.614685
	Iteration 64Q: 3 clusters Score -1512218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -1512218.875000 Penalty: 913.614685
	Iteration 65Q: 3 clusters Score -1512219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -1512217.875000 Penalty: 913.614685
	Iteration 66Q: 3 clusters Score -1512218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1512218.625000 Penalty: 913.614685
	Iteration 67Q: 3 clusters Score -1512219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1512217.625000 Penalty: 913.614685
	Iteration 68Q: 3 clusters Score -1512218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1512219.000000 Penalty: 913.614685
	Iteration 69Q: 3 clusters Score -1512219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1512218.750000 Penalty: 913.614685
	Iteration 70Q: 3 clusters Score -1512219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1512218.250000 Penalty: 913.614685
	Iteration 71Q: 3 clusters Score -1512218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1512218.375000 Penalty: 913.614685
	Iteration 72Q: 3 clusters Score -1512218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1512218.500000 Penalty: 913.614685
	Iteration 73Q: 3 clusters Score -1512218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1512218.500000 Penalty: 913.614685
	Iteration 74F: 3 clusters Score -1512218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Entering Unmasked Estep 
Score: -504952.906250 Penalty: 405.572662
	Iteration 0F: 2 clusters Score -504952.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -499997.250000 Penalty: 811.145325
	Iteration 0F: 3 clusters Score -499997.2 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -501928.843750 Penalty: 811.145325
	Iteration 1F: 3 clusters Score -501928.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -502078.281250 Penalty: 811.145325
	Iteration 2F: 3 clusters Score -502078.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -502317.187500 Penalty: 811.145325
	Iteration 3F: 3 clusters Score -502317.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -502618.437500 Penalty: 811.145325
	Iteration 4F: 3 clusters Score -502618.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -502971.968750 Penalty: 811.145325
	Iteration 5F: 3 clusters Score -502972 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -503421.625000 Penalty: 811.145325
	Iteration 6F: 3 clusters Score -503421.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -503807.781250 Penalty: 811.145325
	Iteration 7Q: 3 clusters Score -503807.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -504039.656250 Penalty: 811.145325
	Iteration 8Q: 3 clusters Score -504039.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -504206.437500 Penalty: 811.145325
	Iteration 9Q: 3 clusters Score -504206.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -504338.531250 Penalty: 811.145325
	Iteration 10Q: 3 clusters Score -504338.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -504415.750000 Penalty: 811.145325
	Iteration 11Q: 3 clusters Score -504415.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -504462.718750 Penalty: 811.145325
	Iteration 12Q: 3 clusters Score -504462.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -504492.843750 Penalty: 811.145325
	Iteration 13Q: 3 clusters Score -504492.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -504503.750000 Penalty: 811.145325
	Iteration 14Q: 3 clusters Score -504503.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -504518.406250 Penalty: 811.145325
	Iteration 15Q: 3 clusters Score -504518.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -504530.750000 Penalty: 811.145325
	Iteration 16Q: 3 clusters Score -504530.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -504532.000000 Penalty: 811.145325
	Iteration 17Q: 3 clusters Score -504532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -504535.500000 Penalty: 811.145325
	Iteration 18Q: 3 clusters Score -504535.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -504530.656250 Penalty: 811.145325
	Iteration 19Q: 3 clusters Score -504530.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -504537.093750 Penalty: 811.145325
	Iteration 20F: 3 clusters Score -504537.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -504537.062500 Penalty: 811.145325
	Iteration 21Q: 3 clusters Score -504537.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -504535.937500 Penalty: 811.145325
	Iteration 22Q: 3 clusters Score -504535.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -504537.093750 Penalty: 811.145325
	Iteration 23Q: 3 clusters Score -504537.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -504535.187500 Penalty: 811.145325
	Iteration 24Q: 3 clusters Score -504535.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -504536.375000 Penalty: 811.145325
	Iteration 25Q: 3 clusters Score -504536.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -504538.281250 Penalty: 811.145325
	Iteration 26Q: 3 clusters Score -504538.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -504543.125000 Penalty: 811.145325
	Iteration 27Q: 3 clusters Score -504543.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -504546.875000 Penalty: 811.145325
	Iteration 28Q: 3 clusters Score -504546.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -504549.625000 Penalty: 811.145325
	Iteration 29Q: 3 clusters Score -504549.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -504550.468750 Penalty: 811.145325
	Iteration 30Q: 3 clusters Score -504550.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -504550.906250 Penalty: 811.145325
	Iteration 31Q: 3 clusters Score -504550.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -504552.750000 Penalty: 811.145325
	Iteration 32Q: 3 clusters Score -504552.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -504552.718750 Penalty: 811.145325
	Iteration 33Q: 3 clusters Score -504552.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -504553.093750 Penalty: 811.145325
	Iteration 34Q: 3 clusters Score -504553.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -504555.656250 Penalty: 811.145325
	Iteration 35Q: 3 clusters Score -504555.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -504554.687500 Penalty: 811.145325
	Iteration 36Q: 3 clusters Score -504554.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -504553.125000 Penalty: 811.145325
	Iteration 37Q: 3 clusters Score -504553.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -504551.312500 Penalty: 811.145325
	Iteration 38Q: 3 clusters Score -504551.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -504551.312500 Penalty: 811.145325
	Iteration 39F: 3 clusters Score -504551.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -14210.216797 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -14210.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13866.289062 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -13866.29 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13954.450195 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -13954.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13967.952148 Penalty: 510.127991
	Iteration 2Q: 3 clusters Score -13967.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13982.434570 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -13982.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13999.059570 Penalty: 510.127991
	Iteration 4F: 3 clusters Score -13999.06 nChanged 8
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: -14010.812500 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -14010.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14026.784180 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -14026.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14039.414062 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -14039.41 nChanged 8
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: -14056.724609 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -14056.72 nChanged 7
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: -14070.113281 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -14070.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14088.196289 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -14088.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14106.373047 Penalty: 510.127991
	Iteration 11Q: 3 clusters Score -14106.37 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: -14118.400391 Penalty: 510.127991
	Iteration 12Q: 3 clusters Score -14118.4 nChanged 3
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: -14125.674805 Penalty: 510.127991
	Iteration 13Q: 3 clusters Score -14125.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14132.098633 Penalty: 510.127991
	Iteration 14Q: 3 clusters Score -14132.1 nChanged 3
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: -14137.254883 Penalty: 510.127991
	Iteration 15Q: 3 clusters Score -14137.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14140.549805 Penalty: 510.127991
	Iteration 16Q: 3 clusters Score -14140.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14146.735352 Penalty: 510.127991
	Iteration 17Q: 3 clusters Score -14146.74 nChanged 3
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: -14159.662109 Penalty: 510.127991
	Iteration 18Q: 3 clusters Score -14159.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14164.817383 Penalty: 510.127991
	Iteration 19Q: 3 clusters Score -14164.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14193.073242 Penalty: 510.127991
	Iteration 20F: 3 clusters Score -14193.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14223.198242 Penalty: 510.127991
	Iteration 21Q: 3 clusters Score -14223.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14232.824219 Penalty: 510.127991
	Iteration 22Q: 3 clusters Score -14232.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14253.566406 Penalty: 510.127991
	Iteration 23Q: 3 clusters Score -14253.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14287.089844 Penalty: 510.127991
	Iteration 24Q: 3 clusters Score -14287.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14312.017578 Penalty: 510.127991
	Iteration 25Q: 3 clusters Score -14312.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14322.398438 Penalty: 510.127991
	Iteration 26Q: 3 clusters Score -14322.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14332.251953 Penalty: 510.127991
	Iteration 27Q: 3 clusters Score -14332.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14333.698242 Penalty: 510.127991
	Iteration 28Q: 3 clusters Score -14333.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14334.825195 Penalty: 510.127991
	Iteration 29Q: 3 clusters Score -14334.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14334.825195 Penalty: 510.127991
	Iteration 30F: 3 clusters Score -14334.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 22919 members 
Mstep: Class 11 contains 7433 members 
Mstep: Class 12 contains 124 members 
Mstep: Class 13 contains 38937 members 
Mstep: Class 14 contains 68546 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20415 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 84270 members 
Mstep: Class 21 contains 11878 members 
Mstep: Class 22 contains 70574 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 4055 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 49191 members 
Mstep: Class 30 contains 4998 members 
Mstep: Class 31 contains 28968 members 
Mstep: Class 32 contains 1363 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16493 members 
Mstep: Class 35 contains 26696 members 
Mstep: Class 36 contains 80236 members 
Mstep: Class 37 contains 7840 members 
Entering Unmasked Estep 
Score: -35872620.000000 Penalty: 22341.371094
Splitting cluster 12 changes total score from -35872808.000000 to -35872620.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (38937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Entering Unmasked Estep 
Score: -2349069.750000 Penalty: 480.921356
	Iteration 0F: 2 clusters Score -2349070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2322997.500000 Penalty: 961.842712
	Iteration 0F: 3 clusters Score -2322998 nChanged 18882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2333921.250000 Penalty: 961.842712
	Iteration 1F: 3 clusters Score -2333921 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2334492.750000 Penalty: 961.842712
	Iteration 2Q: 3 clusters Score -2334493 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -2335415.500000 Penalty: 961.842712
	Iteration 3F: 3 clusters Score -2335416 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -2336944.250000 Penalty: 961.842712
	Iteration 4F: 3 clusters Score -2336944 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -2339090.000000 Penalty: 961.842712
	Iteration 5F: 3 clusters Score -2339090 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -2341192.750000 Penalty: 961.842712
	Iteration 6F: 3 clusters Score -2341193 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -2342508.500000 Penalty: 961.842712
	Iteration 7F: 3 clusters Score -2342508 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -2343093.500000 Penalty: 961.842712
	Iteration 8Q: 3 clusters Score -2343094 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -2343443.500000 Penalty: 961.842712
	Iteration 9Q: 3 clusters Score -2343444 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -2343732.250000 Penalty: 961.842712
	Iteration 10Q: 3 clusters Score -2343732 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -2344055.000000 Penalty: 961.842712
	Iteration 11Q: 3 clusters Score -2344055 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -2344406.000000 Penalty: 961.842712
	Iteration 12Q: 3 clusters Score -2344406 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -2344772.750000 Penalty: 961.842712
	Iteration 13Q: 3 clusters Score -2344773 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -2345215.000000 Penalty: 961.842712
	Iteration 14Q: 3 clusters Score -2345215 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -2345667.000000 Penalty: 961.842712
	Iteration 15Q: 3 clusters Score -2345667 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -2346128.250000 Penalty: 961.842712
	Iteration 16Q: 3 clusters Score -2346128 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -2346597.250000 Penalty: 961.842712
	Iteration 17Q: 3 clusters Score -2346597 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -2347069.250000 Penalty: 961.842712
	Iteration 18Q: 3 clusters Score -2347069 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -2347500.500000 Penalty: 961.842712
	Iteration 19Q: 3 clusters Score -2347500 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -2347905.750000 Penalty: 961.842712
	Iteration 20F: 3 clusters Score -2347906 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -2348205.000000 Penalty: 961.842712
	Iteration 21Q: 3 clusters Score -2348205 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -2348427.250000 Penalty: 961.842712
	Iteration 22Q: 3 clusters Score -2348427 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -2348535.000000 Penalty: 961.842712
	Iteration 23Q: 3 clusters Score -2348535 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -2348602.250000 Penalty: 961.842712
	Iteration 24Q: 3 clusters Score -2348602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -2348623.250000 Penalty: 961.842712
	Iteration 25Q: 3 clusters Score -2348623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -2348633.250000 Penalty: 961.842712
	Iteration 26Q: 3 clusters Score -2348633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -2348643.750000 Penalty: 961.842712
	Iteration 27Q: 3 clusters Score -2348644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -2348645.750000 Penalty: 961.842712
	Iteration 28Q: 3 clusters Score -2348646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -2348647.750000 Penalty: 961.842712
	Iteration 29Q: 3 clusters Score -2348648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -2348652.500000 Penalty: 961.842712
	Iteration 30Q: 3 clusters Score -2348652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -2348654.500000 Penalty: 961.842712
	Iteration 31Q: 3 clusters Score -2348654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -2348654.500000 Penalty: 961.842712
	Iteration 32F: 3 clusters Score -2348654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (68546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68546 members 
Entering Unmasked Estep 
Score: -4083341.000000 Penalty: 506.654358
	Iteration 0F: 2 clusters Score -4083341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -4037325.000000 Penalty: 1013.308716
	Iteration 0F: 3 clusters Score -4037325 nChanged 33399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -4060524.500000 Penalty: 1013.308716
	Iteration 1F: 3 clusters Score -4060524 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -4063444.500000 Penalty: 1013.308716
	Iteration 2F: 3 clusters Score -4063444 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -4066726.500000 Penalty: 1013.308716
	Iteration 3F: 3 clusters Score -4066726 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -4070311.250000 Penalty: 1013.308716
	Iteration 4F: 3 clusters Score -4070311 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -4073405.500000 Penalty: 1013.308716
	Iteration 5F: 3 clusters Score -4073406 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -4075066.500000 Penalty: 1013.308716
	Iteration 6Q: 3 clusters Score -4075066 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -4075807.250000 Penalty: 1013.308716
	Iteration 7Q: 3 clusters Score -4075807 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -4076197.250000 Penalty: 1013.308716
	Iteration 8Q: 3 clusters Score -4076197 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -4076511.250000 Penalty: 1013.308716
	Iteration 9Q: 3 clusters Score -4076511 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -4076796.000000 Penalty: 1013.308716
	Iteration 10Q: 3 clusters Score -4076796 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -4077036.000000 Penalty: 1013.308716
	Iteration 11Q: 3 clusters Score -4077036 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -4077257.000000 Penalty: 1013.308716
	Iteration 12Q: 3 clusters Score -4077257 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -4077460.250000 Penalty: 1013.308716
	Iteration 13Q: 3 clusters Score -4077460 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -4077656.750000 Penalty: 1013.308716
	Iteration 14Q: 3 clusters Score -4077657 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 54210 members 
Entering Unmasked Estep 
Score: -4077845.000000 Penalty: 1013.308716
	Iteration 15Q: 3 clusters Score -4077845 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -4078072.750000 Penalty: 1013.308716
	Iteration 16Q: 3 clusters Score -4078073 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -4078315.250000 Penalty: 1013.308716
	Iteration 17Q: 3 clusters Score -4078315 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -4078547.250000 Penalty: 1013.308716
	Iteration 18Q: 3 clusters Score -4078547 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -4078740.500000 Penalty: 1013.308716
	Iteration 19Q: 3 clusters Score -4078740 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -4078944.500000 Penalty: 1013.308716
	Iteration 20F: 3 clusters Score -4078944 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 58454 members 
Entering Unmasked Estep 
Score: -4079155.250000 Penalty: 1013.308716
	Iteration 21Q: 3 clusters Score -4079155 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -4079396.750000 Penalty: 1013.308716
	Iteration 22Q: 3 clusters Score -4079397 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -4079672.000000 Penalty: 1013.308716
	Iteration 23Q: 3 clusters Score -4079672 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -4079915.750000 Penalty: 1013.308716
	Iteration 24Q: 3 clusters Score -4079916 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 60904 members 
Entering Unmasked Estep 
Score: -4080140.750000 Penalty: 1013.308716
	Iteration 25Q: 3 clusters Score -4080141 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
Score: -4080337.750000 Penalty: 1013.308716
	Iteration 26Q: 3 clusters Score -4080338 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -4080507.750000 Penalty: 1013.308716
	Iteration 27Q: 3 clusters Score -4080508 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -4080697.500000 Penalty: 1013.308716
	Iteration 28Q: 3 clusters Score -4080698 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -4080835.750000 Penalty: 1013.308716
	Iteration 29Q: 3 clusters Score -4080836 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -4081015.000000 Penalty: 1013.308716
	Iteration 30Q: 3 clusters Score -4081015 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 63934 members 
Entering Unmasked Estep 
Score: -4081172.250000 Penalty: 1013.308716
	Iteration 31Q: 3 clusters Score -4081172 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -4081325.250000 Penalty: 1013.308716
	Iteration 32Q: 3 clusters Score -4081325 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 64806 members 
Entering Unmasked Estep 
Score: -4081459.750000 Penalty: 1013.308716
	Iteration 33Q: 3 clusters Score -4081460 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -4081635.250000 Penalty: 1013.308716
	Iteration 34Q: 3 clusters Score -4081635 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 65614 members 
Entering Unmasked Estep 
Score: -4081782.000000 Penalty: 1013.308716
	Iteration 35Q: 3 clusters Score -4081782 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 65990 members 
Entering Unmasked Estep 
Score: -4081925.000000 Penalty: 1013.308716
	Iteration 36Q: 3 clusters Score -4081925 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 66332 members 
Entering Unmasked Estep 
Score: -4082079.750000 Penalty: 1013.308716
	Iteration 37Q: 3 clusters Score -4082080 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 66633 members 
Entering Unmasked Estep 
Score: -4082197.000000 Penalty: 1013.308716
	Iteration 38Q: 3 clusters Score -4082197 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -4082326.250000 Penalty: 1013.308716
	Iteration 39Q: 3 clusters Score -4082326 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -4082426.000000 Penalty: 1013.308716
	Iteration 40F: 3 clusters Score -4082426 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -4082531.500000 Penalty: 1013.308716
	Iteration 41Q: 3 clusters Score -4082532 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -4082618.000000 Penalty: 1013.308716
	Iteration 42Q: 3 clusters Score -4082618 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -4082678.000000 Penalty: 1013.308716
	Iteration 43Q: 3 clusters Score -4082678 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 67833 members 
Entering Unmasked Estep 
Score: -4082728.500000 Penalty: 1013.308716
	Iteration 44Q: 3 clusters Score -4082728 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 67934 members 
Entering Unmasked Estep 
Score: -4082766.750000 Penalty: 1013.308716
	Iteration 45Q: 3 clusters Score -4082767 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 68001 members 
Entering Unmasked Estep 
Score: -4082794.250000 Penalty: 1013.308716
	Iteration 46Q: 3 clusters Score -4082794 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 68060 members 
Entering Unmasked Estep 
Score: -4082807.500000 Penalty: 1013.308716
	Iteration 47Q: 3 clusters Score -4082808 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 68113 members 
Entering Unmasked Estep 
Score: -4082832.000000 Penalty: 1013.308716
	Iteration 48Q: 3 clusters Score -4082832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 68150 members 
Entering Unmasked Estep 
Score: -4082845.750000 Penalty: 1013.308716
	Iteration 49Q: 3 clusters Score -4082846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -4082859.250000 Penalty: 1013.308716
	Iteration 50Q: 3 clusters Score -4082859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 68190 members 
Entering Unmasked Estep 
Score: -4082861.750000 Penalty: 1013.308716
	Iteration 51Q: 3 clusters Score -4082862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 68200 members 
Entering Unmasked Estep 
Score: -4082862.750000 Penalty: 1013.308716
	Iteration 52Q: 3 clusters Score -4082863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 68206 members 
Entering Unmasked Estep 
Score: -4082862.500000 Penalty: 1013.308716
	Iteration 53Q: 3 clusters Score -4082862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -4082866.750000 Penalty: 1013.308716
	Iteration 54Q: 3 clusters Score -4082867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -4082866.000000 Penalty: 1013.308716
	Iteration 55Q: 3 clusters Score -4082866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -4082876.500000 Penalty: 1013.308716
	Iteration 56Q: 3 clusters Score -4082876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -4082881.500000 Penalty: 1013.308716
	Iteration 57Q: 3 clusters Score -4082882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -4082887.250000 Penalty: 1013.308716
	Iteration 58Q: 3 clusters Score -4082887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
Score: -4082893.000000 Penalty: 1013.308716
	Iteration 59Q: 3 clusters Score -4082893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 68260 members 
Entering Unmasked Estep 
Score: -4082898.750000 Penalty: 1013.308716
	Iteration 60F: 3 clusters Score -4082899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 68264 members 
Entering Unmasked Estep 
Score: -4082900.750000 Penalty: 1013.308716
	Iteration 61Q: 3 clusters Score -4082901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 68269 members 
Entering Unmasked Estep 
Score: -4082901.750000 Penalty: 1013.308716
	Iteration 62Q: 3 clusters Score -4082902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
Score: -4082905.000000 Penalty: 1013.308716
	Iteration 63Q: 3 clusters Score -4082905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 68275 members 
Entering Unmasked Estep 
Score: -4082904.500000 Penalty: 1013.308716
	Iteration 64Q: 3 clusters Score -4082904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 68279 members 
Entering Unmasked Estep 
Score: -4082906.750000 Penalty: 1013.308716
	Iteration 65Q: 3 clusters Score -4082907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 68279 members 
Entering Unmasked Estep 
Score: -4082906.750000 Penalty: 1013.308716
	Iteration 66F: 3 clusters Score -4082907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -4514.493164 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -4514.493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4295.553711 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -4295.554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4366.307617 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -4366.308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4505.296875 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -4505.297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4559.214355 Penalty: 447.051605
	Iteration 3F: 3 clusters Score -4559.214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4585.485840 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -4585.486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4596.038086 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -4596.038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -4613.223145 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -4613.223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4615.497070 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -4615.497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4615.497070 Penalty: 447.051605
	Iteration 8F: 3 clusters Score -4615.497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 22919 members 
Mstep: Class 11 contains 7433 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38937 members 
Mstep: Class 14 contains 68546 members 
Mstep: Class 15 contains 43 members 
Mstep: Class 16 contains 20415 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 84270 members 
Mstep: Class 21 contains 11878 members 
Mstep: Class 22 contains 70574 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 93 members 
Mstep: Class 27 contains 4055 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 49191 members 
Mstep: Class 30 contains 4998 members 
Mstep: Class 31 contains 28968 members 
Mstep: Class 32 contains 1363 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16493 members 
Mstep: Class 35 contains 26696 members 
Mstep: Class 36 contains 80236 members 
Mstep: Class 37 contains 7840 members 
Entering Unmasked Estep 
Score: -35872580.000000 Penalty: 22341.371094
Splitting cluster 15 changes total score from -35872808.000000 to -35872580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (20415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Entering Unmasked Estep 
Score: -1290790.500000 Penalty: 451.543152
	Iteration 0F: 2 clusters Score -1290790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1277220.500000 Penalty: 903.086304
	Iteration 0F: 3 clusters Score -1277220 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1282756.625000 Penalty: 903.086304
	Iteration 1F: 3 clusters Score -1282757 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1283049.125000 Penalty: 903.086304
	Iteration 2Q: 3 clusters Score -1283049 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1283483.875000 Penalty: 903.086304
	Iteration 3Q: 3 clusters Score -1283484 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1284203.500000 Penalty: 903.086304
	Iteration 4F: 3 clusters Score -1284204 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1285352.125000 Penalty: 903.086304
	Iteration 5F: 3 clusters Score -1285352 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1286844.125000 Penalty: 903.086304
	Iteration 6F: 3 clusters Score -1286844 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1288292.625000 Penalty: 903.086304
	Iteration 7F: 3 clusters Score -1288293 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1289321.125000 Penalty: 903.086304
	Iteration 8F: 3 clusters Score -1289321 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1289910.250000 Penalty: 903.086304
	Iteration 9Q: 3 clusters Score -1289910 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1290150.375000 Penalty: 903.086304
	Iteration 10Q: 3 clusters Score -1290150 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1290260.375000 Penalty: 903.086304
	Iteration 11Q: 3 clusters Score -1290260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1290313.750000 Penalty: 903.086304
	Iteration 12Q: 3 clusters Score -1290314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1290344.500000 Penalty: 903.086304
	Iteration 13Q: 3 clusters Score -1290344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1290376.625000 Penalty: 903.086304
	Iteration 14Q: 3 clusters Score -1290377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1290403.250000 Penalty: 903.086304
	Iteration 15Q: 3 clusters Score -1290403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1290409.250000 Penalty: 903.086304
	Iteration 16Q: 3 clusters Score -1290409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -1290413.625000 Penalty: 903.086304
	Iteration 17Q: 3 clusters Score -1290414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -1290415.625000 Penalty: 903.086304
	Iteration 18Q: 3 clusters Score -1290416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -1290416.375000 Penalty: 903.086304
	Iteration 19Q: 3 clusters Score -1290416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -1290416.375000 Penalty: 903.086304
	Iteration 20F: 3 clusters Score -1290416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -70081.734375 Penalty: 321.601837
	Iteration 0F: 2 clusters Score -70081.73 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 569 members 
Entering Unmasked Estep 
Score: -69154.562500 Penalty: 643.203674
	Iteration 0F: 3 clusters Score -69154.56 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -69425.929688 Penalty: 643.203674
	Iteration 1F: 3 clusters Score -69425.93 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -69485.773438 Penalty: 643.203674
	Iteration 2F: 3 clusters Score -69485.77 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -69546.015625 Penalty: 643.203674
	Iteration 3F: 3 clusters Score -69546.02 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -69605.390625 Penalty: 643.203674
	Iteration 4F: 3 clusters Score -69605.39 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -69649.210938 Penalty: 643.203674
	Iteration 5Q: 3 clusters Score -69649.21 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -69703.015625 Penalty: 643.203674
	Iteration 6F: 3 clusters Score -69703.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -69732.109375 Penalty: 643.203674
	Iteration 7Q: 3 clusters Score -69732.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -69757.046875 Penalty: 643.203674
	Iteration 8Q: 3 clusters Score -69757.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69783.867188 Penalty: 643.203674
	Iteration 9Q: 3 clusters Score -69783.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -69804.273438 Penalty: 643.203674
	Iteration 10Q: 3 clusters Score -69804.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69820.742188 Penalty: 643.203674
	Iteration 11Q: 3 clusters Score -69820.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69831.226562 Penalty: 643.203674
	Iteration 12Q: 3 clusters Score -69831.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -69840.648438 Penalty: 643.203674
	Iteration 13Q: 3 clusters Score -69840.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69845.578125 Penalty: 643.203674
	Iteration 14Q: 3 clusters Score -69845.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69851.468750 Penalty: 643.203674
	Iteration 15Q: 3 clusters Score -69851.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69860.101562 Penalty: 643.203674
	Iteration 16Q: 3 clusters Score -69860.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69866.468750 Penalty: 643.203674
	Iteration 17Q: 3 clusters Score -69866.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69870.070312 Penalty: 643.203674
	Iteration 18Q: 3 clusters Score -69870.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -69871.492188 Penalty: 643.203674
	Iteration 19Q: 3 clusters Score -69871.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -69871.851562 Penalty: 643.203674
	Iteration 20F: 3 clusters Score -69871.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -69872.085938 Penalty: 643.203674
	Iteration 21Q: 3 clusters Score -69872.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -69872.085938 Penalty: 643.203674
	Iteration 22F: 3 clusters Score -69872.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Entering Unmasked Estep 
Score: -350277.343750 Penalty: 388.558014
	Iteration 0F: 2 clusters Score -350277.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -346799.531250 Penalty: 777.116028
	Iteration 0F: 3 clusters Score -346799.5 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -348112.062500 Penalty: 777.116028
	Iteration 1F: 3 clusters Score -348112.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -348217.500000 Penalty: 777.116028
	Iteration 2F: 3 clusters Score -348217.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -348292.875000 Penalty: 777.116028
	Iteration 3Q: 3 clusters Score -348292.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -348354.375000 Penalty: 777.116028
	Iteration 4Q: 3 clusters Score -348354.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -348417.000000 Penalty: 777.116028
	Iteration 5Q: 3 clusters Score -348417 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -348466.781250 Penalty: 777.116028
	Iteration 6Q: 3 clusters Score -348466.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -348562.031250 Penalty: 777.116028
	Iteration 7Q: 3 clusters Score -348562 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -348674.875000 Penalty: 777.116028
	Iteration 8Q: 3 clusters Score -348674.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -348811.500000 Penalty: 777.116028
	Iteration 9Q: 3 clusters Score -348811.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -348981.718750 Penalty: 777.116028
	Iteration 10Q: 3 clusters Score -348981.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -349182.625000 Penalty: 777.116028
	Iteration 11Q: 3 clusters Score -349182.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -349407.750000 Penalty: 777.116028
	Iteration 12Q: 3 clusters Score -349407.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -349559.343750 Penalty: 777.116028
	Iteration 13Q: 3 clusters Score -349559.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -349651.250000 Penalty: 777.116028
	Iteration 14Q: 3 clusters Score -349651.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -349720.750000 Penalty: 777.116028
	Iteration 15Q: 3 clusters Score -349720.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -349756.218750 Penalty: 777.116028
	Iteration 16Q: 3 clusters Score -349756.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -349794.312500 Penalty: 777.116028
	Iteration 17Q: 3 clusters Score -349794.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -349817.406250 Penalty: 777.116028
	Iteration 18Q: 3 clusters Score -349817.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -349837.718750 Penalty: 777.116028
	Iteration 19Q: 3 clusters Score -349837.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -349858.281250 Penalty: 777.116028
	Iteration 20F: 3 clusters Score -349858.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -349878.687500 Penalty: 777.116028
	Iteration 21Q: 3 clusters Score -349878.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -349892.593750 Penalty: 777.116028
	Iteration 22Q: 3 clusters Score -349892.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -349902.656250 Penalty: 777.116028
	Iteration 23Q: 3 clusters Score -349902.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -349904.000000 Penalty: 777.116028
	Iteration 24Q: 3 clusters Score -349904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -349904.218750 Penalty: 777.116028
	Iteration 25Q: 3 clusters Score -349904.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -349911.312500 Penalty: 777.116028
	Iteration 26Q: 3 clusters Score -349911.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -349913.468750 Penalty: 777.116028
	Iteration 27Q: 3 clusters Score -349913.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -349913.656250 Penalty: 777.116028
	Iteration 28Q: 3 clusters Score -349913.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -349917.625000 Penalty: 777.116028
	Iteration 29Q: 3 clusters Score -349917.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -349923.281250 Penalty: 777.116028
	Iteration 30Q: 3 clusters Score -349923.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -349925.750000 Penalty: 777.116028
	Iteration 31Q: 3 clusters Score -349925.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -349929.218750 Penalty: 777.116028
	Iteration 32Q: 3 clusters Score -349929.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -349929.593750 Penalty: 777.116028
	Iteration 33Q: 3 clusters Score -349929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -349930.937500 Penalty: 777.116028
	Iteration 34Q: 3 clusters Score -349930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -349930.500000 Penalty: 777.116028
	Iteration 35Q: 3 clusters Score -349930.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -349931.812500 Penalty: 777.116028
	Iteration 36Q: 3 clusters Score -349931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -349934.281250 Penalty: 777.116028
	Iteration 37Q: 3 clusters Score -349934.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -349937.062500 Penalty: 777.116028
	Iteration 38Q: 3 clusters Score -349937.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -349942.000000 Penalty: 777.116028
	Iteration 39Q: 3 clusters Score -349942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -349945.000000 Penalty: 777.116028
	Iteration 40F: 3 clusters Score -349945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -349945.625000 Penalty: 777.116028
	Iteration 41Q: 3 clusters Score -349945.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -349947.562500 Penalty: 777.116028
	Iteration 42Q: 3 clusters Score -349947.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -349947.125000 Penalty: 777.116028
	Iteration 43Q: 3 clusters Score -349947.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -349947.125000 Penalty: 777.116028
	Iteration 44F: 3 clusters Score -349947.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -7275.728516 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -7275.729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7049.685547 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -7049.686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7101.654297 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -7101.654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7118.998047 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -7118.998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7124.198242 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -7124.198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7124.757324 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -7124.757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7124.757324 Penalty: 441.534760
	Iteration 5F: 3 clusters Score -7124.757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (84270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84270 members 
Entering Unmasked Estep 
Score: -5549234.000000 Penalty: 516.051086
	Iteration 0F: 2 clusters Score -5549234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -5493020.500000 Penalty: 1032.102173
	Iteration 0F: 3 clusters Score -5493020 nChanged 41093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -5518361.000000 Penalty: 1032.102173
	Iteration 1F: 3 clusters Score -5518361 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -5520143.000000 Penalty: 1032.102173
	Iteration 2F: 3 clusters Score -5520143 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -5523351.000000 Penalty: 1032.102173
	Iteration 3F: 3 clusters Score -5523351 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -5528276.000000 Penalty: 1032.102173
	Iteration 4F: 3 clusters Score -5528276 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -5534310.500000 Penalty: 1032.102173
	Iteration 5F: 3 clusters Score -5534310 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63749 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -5538921.000000 Penalty: 1032.102173
	Iteration 6F: 3 clusters Score -5538921 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -5541411.500000 Penalty: 1032.102173
	Iteration 7Q: 3 clusters Score -5541412 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -5542917.500000 Penalty: 1032.102173
	Iteration 8Q: 3 clusters Score -5542918 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64754 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -5543972.000000 Penalty: 1032.102173
	Iteration 9Q: 3 clusters Score -5543972 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -5544908.000000 Penalty: 1032.102173
	Iteration 10Q: 3 clusters Score -5544908 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64402 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -5545840.000000 Penalty: 1032.102173
	Iteration 11Q: 3 clusters Score -5545840 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63895 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -5546688.000000 Penalty: 1032.102173
	Iteration 12Q: 3 clusters Score -5546688 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -5547419.000000 Penalty: 1032.102173
	Iteration 13Q: 3 clusters Score -5547419 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -5547984.500000 Penalty: 1032.102173
	Iteration 14Q: 3 clusters Score -5547984 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -5548310.500000 Penalty: 1032.102173
	Iteration 15Q: 3 clusters Score -5548310 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62212 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -5548508.000000 Penalty: 1032.102173
	Iteration 16Q: 3 clusters Score -5548508 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62034 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -5548576.000000 Penalty: 1032.102173
	Iteration 17Q: 3 clusters Score -5548576 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61902 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -5548597.000000 Penalty: 1032.102173
	Iteration 18Q: 3 clusters Score -5548597 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61874 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -5548623.500000 Penalty: 1032.102173
	Iteration 19Q: 3 clusters Score -5548624 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -5548872.500000 Penalty: 1032.102173
	Iteration 20F: 3 clusters Score -5548872 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61690 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -5548920.000000 Penalty: 1032.102173
	Iteration 21Q: 3 clusters Score -5548920 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61675 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -5548927.500000 Penalty: 1032.102173
	Iteration 22Q: 3 clusters Score -5548928 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -5548934.500000 Penalty: 1032.102173
	Iteration 23Q: 3 clusters Score -5548934 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61688 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -5548921.500000 Penalty: 1032.102173
	Iteration 24Q: 3 clusters Score -5548922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -5548913.500000 Penalty: 1032.102173
	Iteration 25Q: 3 clusters Score -5548914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -5548913.500000 Penalty: 1032.102173
	Iteration 26Q: 3 clusters Score -5548914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -5548915.500000 Penalty: 1032.102173
	Iteration 27Q: 3 clusters Score -5548916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61764 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -5548913.000000 Penalty: 1032.102173
	Iteration 28Q: 3 clusters Score -5548913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -5548903.500000 Penalty: 1032.102173
	Iteration 29Q: 3 clusters Score -5548904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61809 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -5548912.500000 Penalty: 1032.102173
	Iteration 30Q: 3 clusters Score -5548912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61807 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -5548898.500000 Penalty: 1032.102173
	Iteration 31Q: 3 clusters Score -5548898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -5548908.000000 Penalty: 1032.102173
	Iteration 32Q: 3 clusters Score -5548908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -5548907.500000 Penalty: 1032.102173
	Iteration 33Q: 3 clusters Score -5548908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61813 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -5548909.000000 Penalty: 1032.102173
	Iteration 34Q: 3 clusters Score -5548909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -5548909.000000 Penalty: 1032.102173
	Iteration 35Q: 3 clusters Score -5548909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61808 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -5548908.000000 Penalty: 1032.102173
	Iteration 36Q: 3 clusters Score -5548908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -5548905.500000 Penalty: 1032.102173
	Iteration 37Q: 3 clusters Score -5548906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -5548906.500000 Penalty: 1032.102173
	Iteration 38Q: 3 clusters Score -5548906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61809 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -5548914.000000 Penalty: 1032.102173
	Iteration 39Q: 3 clusters Score -5548914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -5548911.000000 Penalty: 1032.102173
	Iteration 40F: 3 clusters Score -5548911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -5548902.500000 Penalty: 1032.102173
	Iteration 41Q: 3 clusters Score -5548902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -5548902.500000 Penalty: 1032.102173
	Iteration 42Q: 3 clusters Score -5548902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -5548902.500000 Penalty: 1032.102173
	Iteration 43F: 3 clusters Score -5548902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Entering Unmasked Estep 
Score: -774901.687500 Penalty: 426.901184
	Iteration 0F: 2 clusters Score -774901.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -767028.625000 Penalty: 853.802368
	Iteration 0F: 3 clusters Score -767028.6 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -770235.875000 Penalty: 853.802368
	Iteration 1F: 3 clusters Score -770235.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -770594.937500 Penalty: 853.802368
	Iteration 2F: 3 clusters Score -770594.9 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -771097.500000 Penalty: 853.802368
	Iteration 3F: 3 clusters Score -771097.5 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -771742.187500 Penalty: 853.802368
	Iteration 4F: 3 clusters Score -771742.2 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -772464.750000 Penalty: 853.802368
	Iteration 5F: 3 clusters Score -772464.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -773042.437500 Penalty: 853.802368
	Iteration 6F: 3 clusters Score -773042.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -773403.937500 Penalty: 853.802368
	Iteration 7F: 3 clusters Score -773403.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -773556.875000 Penalty: 853.802368
	Iteration 8Q: 3 clusters Score -773556.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -773654.375000 Penalty: 853.802368
	Iteration 9Q: 3 clusters Score -773654.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -773727.500000 Penalty: 853.802368
	Iteration 10Q: 3 clusters Score -773727.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -773802.625000 Penalty: 853.802368
	Iteration 11Q: 3 clusters Score -773802.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -773872.625000 Penalty: 853.802368
	Iteration 12Q: 3 clusters Score -773872.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -773939.625000 Penalty: 853.802368
	Iteration 13Q: 3 clusters Score -773939.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -774010.937500 Penalty: 853.802368
	Iteration 14Q: 3 clusters Score -774010.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -774081.875000 Penalty: 853.802368
	Iteration 15Q: 3 clusters Score -774081.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -774168.500000 Penalty: 853.802368
	Iteration 16Q: 3 clusters Score -774168.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -774276.562500 Penalty: 853.802368
	Iteration 17Q: 3 clusters Score -774276.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -774388.312500 Penalty: 853.802368
	Iteration 18Q: 3 clusters Score -774388.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -774498.187500 Penalty: 853.802368
	Iteration 19Q: 3 clusters Score -774498.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -774611.000000 Penalty: 853.802368
	Iteration 20F: 3 clusters Score -774611 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -774675.500000 Penalty: 853.802368
	Iteration 21Q: 3 clusters Score -774675.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -774703.500000 Penalty: 853.802368
	Iteration 22Q: 3 clusters Score -774703.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -774720.687500 Penalty: 853.802368
	Iteration 23Q: 3 clusters Score -774720.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -774732.937500 Penalty: 853.802368
	Iteration 24Q: 3 clusters Score -774732.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -774743.125000 Penalty: 853.802368
	Iteration 25Q: 3 clusters Score -774743.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -774749.875000 Penalty: 853.802368
	Iteration 26Q: 3 clusters Score -774749.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -774756.750000 Penalty: 853.802368
	Iteration 27Q: 3 clusters Score -774756.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -774759.000000 Penalty: 853.802368
	Iteration 28Q: 3 clusters Score -774759 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -774763.250000 Penalty: 853.802368
	Iteration 29Q: 3 clusters Score -774763.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -774767.312500 Penalty: 853.802368
	Iteration 30Q: 3 clusters Score -774767.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -774773.625000 Penalty: 853.802368
	Iteration 31Q: 3 clusters Score -774773.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -774780.250000 Penalty: 853.802368
	Iteration 32Q: 3 clusters Score -774780.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -774784.875000 Penalty: 853.802368
	Iteration 33Q: 3 clusters Score -774784.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -774789.437500 Penalty: 853.802368
	Iteration 34Q: 3 clusters Score -774789.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -774791.375000 Penalty: 853.802368
	Iteration 35Q: 3 clusters Score -774791.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -774791.937500 Penalty: 853.802368
	Iteration 36Q: 3 clusters Score -774791.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -774793.250000 Penalty: 853.802368
	Iteration 37Q: 3 clusters Score -774793.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -774798.687500 Penalty: 853.802368
	Iteration 38Q: 3 clusters Score -774798.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -774805.750000 Penalty: 853.802368
	Iteration 39Q: 3 clusters Score -774805.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -774808.000000 Penalty: 853.802368
	Iteration 40F: 3 clusters Score -774808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -774812.187500 Penalty: 853.802368
	Iteration 41Q: 3 clusters Score -774812.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -774817.437500 Penalty: 853.802368
	Iteration 42Q: 3 clusters Score -774817.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -774819.500000 Penalty: 853.802368
	Iteration 43Q: 3 clusters Score -774819.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -774825.625000 Penalty: 853.802368
	Iteration 44Q: 3 clusters Score -774825.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -774831.687500 Penalty: 853.802368
	Iteration 45Q: 3 clusters Score -774831.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -774834.750000 Penalty: 853.802368
	Iteration 46Q: 3 clusters Score -774834.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -774837.250000 Penalty: 853.802368
	Iteration 47Q: 3 clusters Score -774837.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -774837.937500 Penalty: 853.802368
	Iteration 48Q: 3 clusters Score -774837.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -774839.375000 Penalty: 853.802368
	Iteration 49Q: 3 clusters Score -774839.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -774839.687500 Penalty: 853.802368
	Iteration 50Q: 3 clusters Score -774839.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -774842.687500 Penalty: 853.802368
	Iteration 51Q: 3 clusters Score -774842.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -774845.250000 Penalty: 853.802368
	Iteration 52Q: 3 clusters Score -774845.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -774844.125000 Penalty: 853.802368
	Iteration 53Q: 3 clusters Score -774844.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -774844.500000 Penalty: 853.802368
	Iteration 54Q: 3 clusters Score -774844.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -774844.437500 Penalty: 853.802368
	Iteration 55Q: 3 clusters Score -774844.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -774844.375000 Penalty: 853.802368
	Iteration 56Q: 3 clusters Score -774844.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -774846.312500 Penalty: 853.802368
	Iteration 57Q: 3 clusters Score -774846.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -774850.687500 Penalty: 853.802368
	Iteration 58Q: 3 clusters Score -774850.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -774855.437500 Penalty: 853.802368
	Iteration 59Q: 3 clusters Score -774855.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -774865.000000 Penalty: 853.802368
	Iteration 60F: 3 clusters Score -774865 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -774867.875000 Penalty: 853.802368
	Iteration 61Q: 3 clusters Score -774867.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -774875.375000 Penalty: 853.802368
	Iteration 62Q: 3 clusters Score -774875.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -774874.937500 Penalty: 853.802368
	Iteration 63Q: 3 clusters Score -774874.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -774879.562500 Penalty: 853.802368
	Iteration 64Q: 3 clusters Score -774879.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -774888.062500 Penalty: 853.802368
	Iteration 65Q: 3 clusters Score -774888.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -774887.250000 Penalty: 853.802368
	Iteration 66Q: 3 clusters Score -774887.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -774887.812500 Penalty: 853.802368
	Iteration 67Q: 3 clusters Score -774887.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -774890.000000 Penalty: 853.802368
	Iteration 68Q: 3 clusters Score -774890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -774891.812500 Penalty: 853.802368
	Iteration 69Q: 3 clusters Score -774891.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -774892.250000 Penalty: 853.802368
	Iteration 70Q: 3 clusters Score -774892.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -774893.500000 Penalty: 853.802368
	Iteration 71Q: 3 clusters Score -774893.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -774893.187500 Penalty: 853.802368
	Iteration 72Q: 3 clusters Score -774893.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -774891.937500 Penalty: 853.802368
	Iteration 73Q: 3 clusters Score -774891.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -774890.125000 Penalty: 853.802368
	Iteration 74Q: 3 clusters Score -774890.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -774890.812500 Penalty: 853.802368
	Iteration 75Q: 3 clusters Score -774890.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -774890.687500 Penalty: 853.802368
	Iteration 76Q: 3 clusters Score -774890.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -774891.312500 Penalty: 853.802368
	Iteration 77Q: 3 clusters Score -774891.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -774892.250000 Penalty: 853.802368
	Iteration 78Q: 3 clusters Score -774892.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -774893.937500 Penalty: 853.802368
	Iteration 79Q: 3 clusters Score -774893.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -774892.875000 Penalty: 853.802368
	Iteration 80F: 3 clusters Score -774892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -774892.062500 Penalty: 853.802368
	Iteration 81Q: 3 clusters Score -774892.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -774890.312500 Penalty: 853.802368
	Iteration 82Q: 3 clusters Score -774890.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -774889.562500 Penalty: 853.802368
	Iteration 83Q: 3 clusters Score -774889.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -774890.250000 Penalty: 853.802368
	Iteration 84Q: 3 clusters Score -774890.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -774891.937500 Penalty: 853.802368
	Iteration 85Q: 3 clusters Score -774891.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -774891.000000 Penalty: 853.802368
	Iteration 86Q: 3 clusters Score -774891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -774890.937500 Penalty: 853.802368
	Iteration 87Q: 3 clusters Score -774890.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -774892.125000 Penalty: 853.802368
	Iteration 88Q: 3 clusters Score -774892.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -774891.750000 Penalty: 853.802368
	Iteration 89Q: 3 clusters Score -774891.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -774892.625000 Penalty: 853.802368
	Iteration 90Q: 3 clusters Score -774892.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -774891.000000 Penalty: 853.802368
	Iteration 91Q: 3 clusters Score -774891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -774891.125000 Penalty: 853.802368
	Iteration 92Q: 3 clusters Score -774891.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -774891.562500 Penalty: 853.802368
	Iteration 93Q: 3 clusters Score -774891.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -774892.000000 Penalty: 853.802368
	Iteration 94Q: 3 clusters Score -774892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -774892.375000 Penalty: 853.802368
	Iteration 95Q: 3 clusters Score -774892.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -774893.250000 Penalty: 853.802368
	Iteration 96Q: 3 clusters Score -774893.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -774892.500000 Penalty: 853.802368
	Iteration 97Q: 3 clusters Score -774892.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -774892.250000 Penalty: 853.802368
	Iteration 98Q: 3 clusters Score -774892.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -774892.750000 Penalty: 853.802368
	Iteration 99Q: 3 clusters Score -774892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -774892.812500 Penalty: 853.802368
	Iteration 100F: 3 clusters Score -774892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -774892.000000 Penalty: 853.802368
	Iteration 101Q: 3 clusters Score -774892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -774892.437500 Penalty: 853.802368
	Iteration 102Q: 3 clusters Score -774892.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -774892.937500 Penalty: 853.802368
	Iteration 103Q: 3 clusters Score -774892.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -774892.937500 Penalty: 853.802368
	Iteration 104F: 3 clusters Score -774892.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (70574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70574 members 
Entering Unmasked Estep 
Score: -4668506.000000 Penalty: 507.980988
	Iteration 0F: 2 clusters Score -4668506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -4621500.000000 Penalty: 1015.961975
	Iteration 0F: 3 clusters Score -4621500 nChanged 34284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -4642518.000000 Penalty: 1015.961975
	Iteration 1F: 3 clusters Score -4642518 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -4643419.000000 Penalty: 1015.961975
	Iteration 2Q: 3 clusters Score -4643419 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -4644803.000000 Penalty: 1015.961975
	Iteration 3Q: 3 clusters Score -4644803 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -4647174.500000 Penalty: 1015.961975
	Iteration 4F: 3 clusters Score -4647174 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -4651845.000000 Penalty: 1015.961975
	Iteration 5F: 3 clusters Score -4651845 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -4658886.500000 Penalty: 1015.961975
	Iteration 6F: 3 clusters Score -4658886 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -4663861.500000 Penalty: 1015.961975
	Iteration 7F: 3 clusters Score -4663862 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -4665906.000000 Penalty: 1015.961975
	Iteration 8Q: 3 clusters Score -4665906 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -4666918.000000 Penalty: 1015.961975
	Iteration 9Q: 3 clusters Score -4666918 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -4667562.000000 Penalty: 1015.961975
	Iteration 10Q: 3 clusters Score -4667562 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -4667885.500000 Penalty: 1015.961975
	Iteration 11Q: 3 clusters Score -4667886 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -4668088.500000 Penalty: 1015.961975
	Iteration 12Q: 3 clusters Score -4668088 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -4668199.500000 Penalty: 1015.961975
	Iteration 13Q: 3 clusters Score -4668200 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -4668241.500000 Penalty: 1015.961975
	Iteration 14Q: 3 clusters Score -4668242 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -4668292.000000 Penalty: 1015.961975
	Iteration 15Q: 3 clusters Score -4668292 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -4668314.500000 Penalty: 1015.961975
	Iteration 16Q: 3 clusters Score -4668314 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -4668311.000000 Penalty: 1015.961975
	Iteration 17Q: 3 clusters Score -4668311 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -4668337.000000 Penalty: 1015.961975
	Iteration 18Q: 3 clusters Score -4668337 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -4668334.000000 Penalty: 1015.961975
	Iteration 19Q: 3 clusters Score -4668334 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4668352.500000 Penalty: 1015.961975
	Iteration 20F: 3 clusters Score -4668352 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -4668354.000000 Penalty: 1015.961975
	Iteration 21Q: 3 clusters Score -4668354 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -4668346.500000 Penalty: 1015.961975
	Iteration 22Q: 3 clusters Score -4668346 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -4668357.500000 Penalty: 1015.961975
	Iteration 23Q: 3 clusters Score -4668358 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -4668376.500000 Penalty: 1015.961975
	Iteration 24Q: 3 clusters Score -4668376 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -4668347.000000 Penalty: 1015.961975
	Iteration 25Q: 3 clusters Score -4668347 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -4668363.500000 Penalty: 1015.961975
	Iteration 26Q: 3 clusters Score -4668364 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -4668379.000000 Penalty: 1015.961975
	Iteration 27Q: 3 clusters Score -4668379 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -4668354.500000 Penalty: 1015.961975
	Iteration 28Q: 3 clusters Score -4668354 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -4668363.000000 Penalty: 1015.961975
	Iteration 29Q: 3 clusters Score -4668363 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -4668356.500000 Penalty: 1015.961975
	Iteration 30Q: 3 clusters Score -4668356 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -4668322.000000 Penalty: 1015.961975
	Iteration 31Q: 3 clusters Score -4668322 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -4668279.000000 Penalty: 1015.961975
	Iteration 32Q: 3 clusters Score -4668279 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -4668209.000000 Penalty: 1015.961975
	Iteration 33Q: 3 clusters Score -4668209 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -4668039.000000 Penalty: 1015.961975
	Iteration 34Q: 3 clusters Score -4668039 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -4667971.000000 Penalty: 1015.961975
	Iteration 35Q: 3 clusters Score -4667971 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -4667927.000000 Penalty: 1015.961975
	Iteration 36Q: 3 clusters Score -4667927 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -4668016.500000 Penalty: 1015.961975
	Iteration 37Q: 3 clusters Score -4668016 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -4667991.500000 Penalty: 1015.961975
	Iteration 38Q: 3 clusters Score -4667992 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -4667932.500000 Penalty: 1015.961975
	Iteration 39Q: 3 clusters Score -4667932 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -4667899.000000 Penalty: 1015.961975
	Iteration 40F: 3 clusters Score -4667899 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -4667889.500000 Penalty: 1015.961975
	Iteration 41Q: 3 clusters Score -4667890 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -4667928.500000 Penalty: 1015.961975
	Iteration 42Q: 3 clusters Score -4667928 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -4667885.500000 Penalty: 1015.961975
	Iteration 43Q: 3 clusters Score -4667886 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -4667878.500000 Penalty: 1015.961975
	Iteration 44Q: 3 clusters Score -4667878 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -4667744.000000 Penalty: 1015.961975
	Iteration 45Q: 3 clusters Score -4667744 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -4667692.000000 Penalty: 1015.961975
	Iteration 46Q: 3 clusters Score -4667692 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -4667680.500000 Penalty: 1015.961975
	Iteration 47Q: 3 clusters Score -4667680 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -4667645.000000 Penalty: 1015.961975
	Iteration 48Q: 3 clusters Score -4667645 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -4667548.000000 Penalty: 1015.961975
	Iteration 49Q: 3 clusters Score -4667548 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -4667588.500000 Penalty: 1015.961975
	Iteration 50Q: 3 clusters Score -4667588 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 56630 members 
Entering Unmasked Estep 
Score: -4667611.500000 Penalty: 1015.961975
	Iteration 51Q: 3 clusters Score -4667612 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -4667600.500000 Penalty: 1015.961975
	Iteration 52Q: 3 clusters Score -4667600 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -4667537.500000 Penalty: 1015.961975
	Iteration 53Q: 3 clusters Score -4667538 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -4667580.000000 Penalty: 1015.961975
	Iteration 54Q: 3 clusters Score -4667580 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -4667570.500000 Penalty: 1015.961975
	Iteration 55Q: 3 clusters Score -4667570 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -4667599.000000 Penalty: 1015.961975
	Iteration 56Q: 3 clusters Score -4667599 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 59655 members 
Entering Unmasked Estep 
Score: -4667608.500000 Penalty: 1015.961975
	Iteration 57Q: 3 clusters Score -4667608 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 60094 members 
Entering Unmasked Estep 
Score: -4667545.000000 Penalty: 1015.961975
	Iteration 58Q: 3 clusters Score -4667545 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -4667550.500000 Penalty: 1015.961975
	Iteration 59Q: 3 clusters Score -4667550 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
Score: -4667567.500000 Penalty: 1015.961975
	Iteration 60F: 3 clusters Score -4667568 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -4667594.500000 Penalty: 1015.961975
	Iteration 61Q: 3 clusters Score -4667594 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -4667621.000000 Penalty: 1015.961975
	Iteration 62Q: 3 clusters Score -4667621 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 61225 members 
Entering Unmasked Estep 
Score: -4667655.000000 Penalty: 1015.961975
	Iteration 63Q: 3 clusters Score -4667655 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -4667630.500000 Penalty: 1015.961975
	Iteration 64Q: 3 clusters Score -4667630 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 61540 members 
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	Iteration 65Q: 3 clusters Score -4667632 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 61639 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4667660 nChanged 134
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Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 61769 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4667661 nChanged 108
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Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 61877 members 
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	Iteration 68Q: 3 clusters Score -4667676 nChanged 163
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Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 62038 members 
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	Iteration 69Q: 3 clusters Score -4667676 nChanged 173
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Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 62211 members 
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Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 62380 members 
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	Iteration 71Q: 3 clusters Score -4667650 nChanged 168
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Mstep: Class 1 contains 8026 members 
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	Iteration 72Q: 3 clusters Score -4667628 nChanged 90
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Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4667622 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4667612 nChanged 75
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Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4667586 nChanged 79
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Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4667571 nChanged 105
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Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 62958 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4667564 nChanged 115
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Mstep: Class 1 contains 7501 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4667564 nChanged 128
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Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4667559 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4667509 nChanged 157
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Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 63513 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4667493 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 63664 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4667502 nChanged 187
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Mstep: Class 1 contains 6739 members 
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	Iteration 83Q: 3 clusters Score -4667484 nChanged 217
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Mstep: Class 1 contains 6540 members 
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	Iteration 84Q: 3 clusters Score -4667490 nChanged 251
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Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 64263 members 
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	Iteration 85Q: 3 clusters Score -4667454 nChanged 270
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Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4667434 nChanged 299
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Mstep: Class 1 contains 5820 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4667444 nChanged 313
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Mstep: Class 1 contains 5537 members 
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	Iteration 88Q: 3 clusters Score -4667498 nChanged 288
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Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4667522 nChanged 306
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Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 65597 members 
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	Iteration 90Q: 3 clusters Score -4667590 nChanged 368
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Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 65947 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4667660 nChanged 342
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Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4667712 nChanged 317
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Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4667752 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4667794 nChanged 259
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Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 67099 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4667850 nChanged 236
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Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 67321 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4667886 nChanged 206
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Mstep: Class 1 contains 3047 members 
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	Iteration 98Q: 3 clusters Score -4667923 nChanged 222
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Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 68446 members 
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	Iteration 102Q: 3 clusters Score -4668014 nChanged 142
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Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 68580 members 
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	Iteration 103Q: 3 clusters Score -4668018 nChanged 123
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Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4668043 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 68808 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4668037 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 68903 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4668022 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 69003 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4668018 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 69097 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4668014 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 69178 members 
Entering Unmasked Estep 
Score: -4668024.000000 Penalty: 1015.961975
	Iteration 109Q: 3 clusters Score -4668024 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4668032 nChanged 53
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Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 69275 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4668041 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 69328 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4668039 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 69371 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4668062 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 69420 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4668064 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 69464 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4668075 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 69499 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4668081 nChanged 44
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Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 69539 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4668084 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 69574 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4668092 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4668097 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 69623 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4668090 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4668092 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4668093 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 69687 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4668100 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 69707 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4668098 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4668105 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 69741 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4668118 nChanged 11
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Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4668117 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4668114 nChanged 6
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	Iteration 129Q: 3 clusters Score -4668116 nChanged 3
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Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 69755 members 
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	Iteration 130Q: 3 clusters Score -4668118 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 69757 members 
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	Iteration 131Q: 3 clusters Score -4668112 nChanged 2
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Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4668114 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4668120 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 69756 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4668111 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4668114 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 69762 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4668112 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 69767 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4668116 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4668116 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 69784 members 
Entering Unmasked Estep 
Score: -4668121.500000 Penalty: 1015.961975
	Iteration 139Q: 3 clusters Score -4668122 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -4668123.500000 Penalty: 1015.961975
	Iteration 140F: 3 clusters Score -4668124 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 69798 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4668120 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4668128 nChanged 3
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Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 69809 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4668130 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 69809 members 
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	Iteration 144Q: 3 clusters Score -4668130 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4668130 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 69817 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4668134 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 69823 members 
Entering Unmasked Estep 
Score: -4668136.000000 Penalty: 1015.961975
	Iteration 147Q: 3 clusters Score -4668136 nChanged 9
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Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4668138 nChanged 6
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Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4668134 nChanged 3
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Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4668137 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 69840 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4668135 nChanged 3
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Mstep: Class 2 contains 69839 members 
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	Iteration 152Q: 3 clusters Score -4668134 nChanged 1
Entering Unmasked Mstep 
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	Iteration 153Q: 3 clusters Score -4668136 nChanged 0
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	Iteration 154F: 3 clusters Score -4668136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -16739.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -16352.97 nChanged 119
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Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -16455.38 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16510.666016 Penalty: 531.233459
	Iteration 2F: 3 clusters Score -16510.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16563.162109 Penalty: 531.233459
	Iteration 3F: 3 clusters Score -16563.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16579.646484 Penalty: 531.233459
	Iteration 4F: 3 clusters Score -16579.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16591.304688 Penalty: 531.233459
	Iteration 5Q: 3 clusters Score -16591.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16595.078125 Penalty: 531.233459
	Iteration 6Q: 3 clusters Score -16595.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16596.378906 Penalty: 531.233459
	Iteration 7Q: 3 clusters Score -16596.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16597.037109 Penalty: 531.233459
	Iteration 8Q: 3 clusters Score -16597.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16597.265625 Penalty: 531.233459
	Iteration 9Q: 3 clusters Score -16597.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16597.265625 Penalty: 531.233459
	Iteration 10F: 3 clusters Score -16597.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7348.065918 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7348.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7108.321289 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -7108.321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7145.400391 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -7145.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7183.682617 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -7183.683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7189.716309 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -7189.716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7190.210938 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -7190.211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7190.210938 Penalty: 453.508209
	Iteration 5F: 3 clusters Score -7190.211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12137.395508 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -12137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11850.158203 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -11850.16 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11906.266602 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -11906.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11924.445312 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -11924.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11933.367188 Penalty: 487.877594
	Iteration 3Q: 3 clusters Score -11933.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11941.373047 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -11941.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11942.883789 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -11942.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11942.883789 Penalty: 487.877594
	Iteration 6F: 3 clusters Score -11942.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Entering Unmasked Estep 
Score: -262051.140625 Penalty: 378.000610
	Iteration 0F: 2 clusters Score -262051.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -259257.484375 Penalty: 756.001221
	Iteration 0F: 3 clusters Score -259257.5 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -260310.640625 Penalty: 756.001221
	Iteration 1F: 3 clusters Score -260310.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -260456.890625 Penalty: 756.001221
	Iteration 2F: 3 clusters Score -260456.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -260578.250000 Penalty: 756.001221
	Iteration 3F: 3 clusters Score -260578.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -260682.781250 Penalty: 756.001221
	Iteration 4F: 3 clusters Score -260682.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -260794.765625 Penalty: 756.001221
	Iteration 5Q: 3 clusters Score -260794.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -260940.265625 Penalty: 756.001221
	Iteration 6Q: 3 clusters Score -260940.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -261150.140625 Penalty: 756.001221
	Iteration 7F: 3 clusters Score -261150.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -261420.312500 Penalty: 756.001221
	Iteration 8F: 3 clusters Score -261420.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -261670.406250 Penalty: 756.001221
	Iteration 9F: 3 clusters Score -261670.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -261798.734375 Penalty: 756.001221
	Iteration 10Q: 3 clusters Score -261798.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -261850.250000 Penalty: 756.001221
	Iteration 11Q: 3 clusters Score -261850.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -261877.734375 Penalty: 756.001221
	Iteration 12Q: 3 clusters Score -261877.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -261891.750000 Penalty: 756.001221
	Iteration 13Q: 3 clusters Score -261891.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -261897.312500 Penalty: 756.001221
	Iteration 14Q: 3 clusters Score -261897.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -261902.093750 Penalty: 756.001221
	Iteration 15Q: 3 clusters Score -261902.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -261904.921875 Penalty: 756.001221
	Iteration 16Q: 3 clusters Score -261904.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -261907.234375 Penalty: 756.001221
	Iteration 17Q: 3 clusters Score -261907.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -261908.921875 Penalty: 756.001221
	Iteration 18Q: 3 clusters Score -261908.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -261910.078125 Penalty: 756.001221
	Iteration 19Q: 3 clusters Score -261910.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -261911.531250 Penalty: 756.001221
	Iteration 20F: 3 clusters Score -261911.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -261911.937500 Penalty: 756.001221
	Iteration 21Q: 3 clusters Score -261911.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -261912.140625 Penalty: 756.001221
	Iteration 22Q: 3 clusters Score -261912.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -261913.218750 Penalty: 756.001221
	Iteration 23Q: 3 clusters Score -261913.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -261914.796875 Penalty: 756.001221
	Iteration 24Q: 3 clusters Score -261914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -261915.031250 Penalty: 756.001221
	Iteration 25Q: 3 clusters Score -261915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -261915.031250 Penalty: 756.001221
	Iteration 26F: 3 clusters Score -261915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -37541.031250 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -37541.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -36937.316406 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -36937.32 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -37106.500000 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -37106.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37146.824219 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -37146.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37165.800781 Penalty: 594.970703
	Iteration 3Q: 3 clusters Score -37165.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37172.339844 Penalty: 594.970703
	Iteration 4Q: 3 clusters Score -37172.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37180.785156 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -37180.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37190.246094 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -37190.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37196.050781 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -37196.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -37201.242188 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -37201.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -37208.257812 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -37208.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37214.320312 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -37214.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37221.273438 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -37221.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37231.644531 Penalty: 594.970703
	Iteration 12Q: 3 clusters Score -37231.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -37243.949219 Penalty: 594.970703
	Iteration 13Q: 3 clusters Score -37243.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37254.800781 Penalty: 594.970703
	Iteration 14Q: 3 clusters Score -37254.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -37260.507812 Penalty: 594.970703
	Iteration 15Q: 3 clusters Score -37260.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -37271.601562 Penalty: 594.970703
	Iteration 16Q: 3 clusters Score -37271.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37275.175781 Penalty: 594.970703
	Iteration 17Q: 3 clusters Score -37275.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37280.351562 Penalty: 594.970703
	Iteration 18Q: 3 clusters Score -37280.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37285.582031 Penalty: 594.970703
	Iteration 19Q: 3 clusters Score -37285.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37291.406250 Penalty: 594.970703
	Iteration 20F: 3 clusters Score -37291.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -37292.039062 Penalty: 594.970703
	Iteration 21Q: 3 clusters Score -37292.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37292.148438 Penalty: 594.970703
	Iteration 22Q: 3 clusters Score -37292.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37292.636719 Penalty: 594.970703
	Iteration 23Q: 3 clusters Score -37292.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37292.636719 Penalty: 594.970703
	Iteration 24F: 3 clusters Score -37292.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (49191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Entering Unmasked Estep 
Score: -3239933.250000 Penalty: 491.557709
	Iteration 0F: 2 clusters Score -3239933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3206996.250000 Penalty: 983.115417
	Iteration 0F: 3 clusters Score -3206996 nChanged 23711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -3220866.500000 Penalty: 983.115417
	Iteration 1F: 3 clusters Score -3220866 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -3221283.750000 Penalty: 983.115417
	Iteration 2Q: 3 clusters Score -3221284 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -3221882.500000 Penalty: 983.115417
	Iteration 3Q: 3 clusters Score -3221882 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -3222903.500000 Penalty: 983.115417
	Iteration 4F: 3 clusters Score -3222904 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -3224597.500000 Penalty: 983.115417
	Iteration 5F: 3 clusters Score -3224598 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3227407.000000 Penalty: 983.115417
	Iteration 6F: 3 clusters Score -3227407 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3231071.500000 Penalty: 983.115417
	Iteration 7F: 3 clusters Score -3231072 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -3234740.000000 Penalty: 983.115417
	Iteration 8F: 3 clusters Score -3234740 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3237222.250000 Penalty: 983.115417
	Iteration 9Q: 3 clusters Score -3237222 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3238415.750000 Penalty: 983.115417
	Iteration 10Q: 3 clusters Score -3238416 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3238992.750000 Penalty: 983.115417
	Iteration 11Q: 3 clusters Score -3238993 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3239249.750000 Penalty: 983.115417
	Iteration 12Q: 3 clusters Score -3239250 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3239362.000000 Penalty: 983.115417
	Iteration 13Q: 3 clusters Score -3239362 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3239416.750000 Penalty: 983.115417
	Iteration 14Q: 3 clusters Score -3239417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -3239441.750000 Penalty: 983.115417
	Iteration 15Q: 3 clusters Score -3239442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -3239469.000000 Penalty: 983.115417
	Iteration 16Q: 3 clusters Score -3239469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -3239473.500000 Penalty: 983.115417
	Iteration 17Q: 3 clusters Score -3239474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -3239479.000000 Penalty: 983.115417
	Iteration 18Q: 3 clusters Score -3239479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -3239477.000000 Penalty: 983.115417
	Iteration 19Q: 3 clusters Score -3239477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -3239477.000000 Penalty: 983.115417
	Iteration 20F: 3 clusters Score -3239477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -319915.687500 Penalty: 387.514099
	Iteration 0F: 2 clusters Score -319915.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -316500.531250 Penalty: 775.028198
	Iteration 0F: 3 clusters Score -316500.5 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -317771.937500 Penalty: 775.028198
	Iteration 1F: 3 clusters Score -317771.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -317883.500000 Penalty: 775.028198
	Iteration 2F: 3 clusters Score -317883.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -318029.562500 Penalty: 775.028198
	Iteration 3F: 3 clusters Score -318029.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -318251.968750 Penalty: 775.028198
	Iteration 4F: 3 clusters Score -318252 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -318534.593750 Penalty: 775.028198
	Iteration 5F: 3 clusters Score -318534.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -318842.500000 Penalty: 775.028198
	Iteration 6F: 3 clusters Score -318842.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -319099.125000 Penalty: 775.028198
	Iteration 7F: 3 clusters Score -319099.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -319264.406250 Penalty: 775.028198
	Iteration 8Q: 3 clusters Score -319264.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -319334.437500 Penalty: 775.028198
	Iteration 9Q: 3 clusters Score -319334.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -319367.468750 Penalty: 775.028198
	Iteration 10Q: 3 clusters Score -319367.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -319393.843750 Penalty: 775.028198
	Iteration 11Q: 3 clusters Score -319393.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -319430.125000 Penalty: 775.028198
	Iteration 12Q: 3 clusters Score -319430.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -319484.906250 Penalty: 775.028198
	Iteration 13Q: 3 clusters Score -319484.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -319529.187500 Penalty: 775.028198
	Iteration 14Q: 3 clusters Score -319529.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -319564.593750 Penalty: 775.028198
	Iteration 15Q: 3 clusters Score -319564.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -319591.937500 Penalty: 775.028198
	Iteration 16Q: 3 clusters Score -319591.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -319607.250000 Penalty: 775.028198
	Iteration 17Q: 3 clusters Score -319607.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -319613.437500 Penalty: 775.028198
	Iteration 18Q: 3 clusters Score -319613.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -319619.406250 Penalty: 775.028198
	Iteration 19Q: 3 clusters Score -319619.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -319623.875000 Penalty: 775.028198
	Iteration 20F: 3 clusters Score -319623.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -319625.375000 Penalty: 775.028198
	Iteration 21Q: 3 clusters Score -319625.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -319627.500000 Penalty: 775.028198
	Iteration 22Q: 3 clusters Score -319627.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -319628.781250 Penalty: 775.028198
	Iteration 23Q: 3 clusters Score -319628.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -319629.906250 Penalty: 775.028198
	Iteration 24Q: 3 clusters Score -319629.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -319631.468750 Penalty: 775.028198
	Iteration 25Q: 3 clusters Score -319631.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -319633.218750 Penalty: 775.028198
	Iteration 26Q: 3 clusters Score -319633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -319634.593750 Penalty: 775.028198
	Iteration 27Q: 3 clusters Score -319634.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -319635.062500 Penalty: 775.028198
	Iteration 28Q: 3 clusters Score -319635.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -319636.687500 Penalty: 775.028198
	Iteration 29Q: 3 clusters Score -319636.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -319637.375000 Penalty: 775.028198
	Iteration 30Q: 3 clusters Score -319637.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -319637.000000 Penalty: 775.028198
	Iteration 31Q: 3 clusters Score -319637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -319637.593750 Penalty: 775.028198
	Iteration 32Q: 3 clusters Score -319637.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -319637.593750 Penalty: 775.028198
	Iteration 33F: 3 clusters Score -319637.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Entering Unmasked Estep 
Score: -1899342.875000 Penalty: 467.464569
	Iteration 0F: 2 clusters Score -1899343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1880076.000000 Penalty: 934.929138
	Iteration 0F: 3 clusters Score -1880076 nChanged 13840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1888255.000000 Penalty: 934.929138
	Iteration 1F: 3 clusters Score -1888255 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1888781.000000 Penalty: 934.929138
	Iteration 2F: 3 clusters Score -1888781 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1889483.000000 Penalty: 934.929138
	Iteration 3F: 3 clusters Score -1889483 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1890553.500000 Penalty: 934.929138
	Iteration 4F: 3 clusters Score -1890554 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1892119.750000 Penalty: 934.929138
	Iteration 5F: 3 clusters Score -1892120 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1894242.125000 Penalty: 934.929138
	Iteration 6F: 3 clusters Score -1894242 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1896459.625000 Penalty: 934.929138
	Iteration 7F: 3 clusters Score -1896460 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1898018.125000 Penalty: 934.929138
	Iteration 8Q: 3 clusters Score -1898018 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1898659.375000 Penalty: 934.929138
	Iteration 9Q: 3 clusters Score -1898659 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -1898846.625000 Penalty: 934.929138
	Iteration 10Q: 3 clusters Score -1898847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1898891.875000 Penalty: 934.929138
	Iteration 11Q: 3 clusters Score -1898892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1898907.750000 Penalty: 934.929138
	Iteration 12Q: 3 clusters Score -1898908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1898922.625000 Penalty: 934.929138
	Iteration 13Q: 3 clusters Score -1898923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1898925.000000 Penalty: 934.929138
	Iteration 14Q: 3 clusters Score -1898925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1898928.500000 Penalty: 934.929138
	Iteration 15Q: 3 clusters Score -1898928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1898928.500000 Penalty: 934.929138
	Iteration 16F: 3 clusters Score -1898928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -86089.054688 Penalty: 328.393677
	Iteration 0F: 2 clusters Score -86089.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -85059.750000 Penalty: 656.787354
	Iteration 0F: 3 clusters Score -85059.75 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -85471.765625 Penalty: 656.787354
	Iteration 1F: 3 clusters Score -85471.77 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -85593.570312 Penalty: 656.787354
	Iteration 2F: 3 clusters Score -85593.57 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -85689.046875 Penalty: 656.787354
	Iteration 3F: 3 clusters Score -85689.05 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -85765.687500 Penalty: 656.787354
	Iteration 4F: 3 clusters Score -85765.69 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -85834.179688 Penalty: 656.787354
	Iteration 5F: 3 clusters Score -85834.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -85863.601562 Penalty: 656.787354
	Iteration 6Q: 3 clusters Score -85863.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -85880.906250 Penalty: 656.787354
	Iteration 7Q: 3 clusters Score -85880.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -85889.164062 Penalty: 656.787354
	Iteration 8Q: 3 clusters Score -85889.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -85897.734375 Penalty: 656.787354
	Iteration 9Q: 3 clusters Score -85897.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -85907.382812 Penalty: 656.787354
	Iteration 10Q: 3 clusters Score -85907.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -85912.789062 Penalty: 656.787354
	Iteration 11Q: 3 clusters Score -85912.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85916.632812 Penalty: 656.787354
	Iteration 12Q: 3 clusters Score -85916.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -85920.164062 Penalty: 656.787354
	Iteration 13Q: 3 clusters Score -85920.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -85925.085938 Penalty: 656.787354
	Iteration 14Q: 3 clusters Score -85925.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -85927.796875 Penalty: 656.787354
	Iteration 15Q: 3 clusters Score -85927.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85935.062500 Penalty: 656.787354
	Iteration 16Q: 3 clusters Score -85935.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -85939.375000 Penalty: 656.787354
	Iteration 17Q: 3 clusters Score -85939.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -85940.281250 Penalty: 656.787354
	Iteration 18Q: 3 clusters Score -85940.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -85940.281250 Penalty: 656.787354
	Iteration 19F: 3 clusters Score -85940.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -6493.074707 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -6493.075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -6249.062988 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -6249.063 nChanged 29
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: -6286.014160 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -6286.014 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: -6292.514648 Penalty: 432.576691
	Iteration 2Q: 3 clusters Score -6292.515 nChanged 1
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: -6294.566406 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -6294.566 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: -6294.566406 Penalty: 432.576691
	Iteration 4F: 3 clusters Score -6294.566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (16493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Entering Unmasked Estep 
Score: -1102839.000000 Penalty: 441.836456
	Iteration 0F: 2 clusters Score -1102839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1091939.375000 Penalty: 883.672913
	Iteration 0F: 3 clusters Score -1091939 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1096155.125000 Penalty: 883.672913
	Iteration 1F: 3 clusters Score -1096155 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1096346.500000 Penalty: 883.672913
	Iteration 2Q: 3 clusters Score -1096346 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1096549.125000 Penalty: 883.672913
	Iteration 3Q: 3 clusters Score -1096549 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1096808.625000 Penalty: 883.672913
	Iteration 4Q: 3 clusters Score -1096809 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1097178.375000 Penalty: 883.672913
	Iteration 5Q: 3 clusters Score -1097178 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1097711.000000 Penalty: 883.672913
	Iteration 6F: 3 clusters Score -1097711 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1098431.625000 Penalty: 883.672913
	Iteration 7F: 3 clusters Score -1098432 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1099245.625000 Penalty: 883.672913
	Iteration 8F: 3 clusters Score -1099246 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1100065.500000 Penalty: 883.672913
	Iteration 9F: 3 clusters Score -1100066 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1100845.625000 Penalty: 883.672913
	Iteration 10F: 3 clusters Score -1100846 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1101488.125000 Penalty: 883.672913
	Iteration 11Q: 3 clusters Score -1101488 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1101949.750000 Penalty: 883.672913
	Iteration 12Q: 3 clusters Score -1101950 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1102200.625000 Penalty: 883.672913
	Iteration 13Q: 3 clusters Score -1102201 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1102314.625000 Penalty: 883.672913
	Iteration 14Q: 3 clusters Score -1102315 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -1102368.500000 Penalty: 883.672913
	Iteration 15Q: 3 clusters Score -1102368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1102399.500000 Penalty: 883.672913
	Iteration 16Q: 3 clusters Score -1102400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1102424.000000 Penalty: 883.672913
	Iteration 17Q: 3 clusters Score -1102424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1102433.000000 Penalty: 883.672913
	Iteration 18Q: 3 clusters Score -1102433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1102438.375000 Penalty: 883.672913
	Iteration 19Q: 3 clusters Score -1102438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1102440.375000 Penalty: 883.672913
	Iteration 20F: 3 clusters Score -1102440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1102444.625000 Penalty: 883.672913
	Iteration 21Q: 3 clusters Score -1102445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -1102447.750000 Penalty: 883.672913
	Iteration 22Q: 3 clusters Score -1102448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1102449.375000 Penalty: 883.672913
	Iteration 23Q: 3 clusters Score -1102449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -1102457.125000 Penalty: 883.672913
	Iteration 24Q: 3 clusters Score -1102457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -1102458.250000 Penalty: 883.672913
	Iteration 25Q: 3 clusters Score -1102458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -1102458.250000 Penalty: 883.672913
	Iteration 26F: 3 clusters Score -1102458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (26696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Entering Unmasked Estep 
Score: -1782841.500000 Penalty: 463.748260
	Iteration 0F: 2 clusters Score -1782842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1764939.875000 Penalty: 927.496521
	Iteration 0F: 3 clusters Score -1764940 nChanged 12918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1772637.375000 Penalty: 927.496521
	Iteration 1F: 3 clusters Score -1772637 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1773069.875000 Penalty: 927.496521
	Iteration 2Q: 3 clusters Score -1773070 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1773596.625000 Penalty: 927.496521
	Iteration 3Q: 3 clusters Score -1773597 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1774275.125000 Penalty: 927.496521
	Iteration 4F: 3 clusters Score -1774275 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1775182.250000 Penalty: 927.496521
	Iteration 5F: 3 clusters Score -1775182 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1776256.000000 Penalty: 927.496521
	Iteration 6F: 3 clusters Score -1776256 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1777253.625000 Penalty: 927.496521
	Iteration 7F: 3 clusters Score -1777254 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1777849.625000 Penalty: 927.496521
	Iteration 8Q: 3 clusters Score -1777850 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1778161.000000 Penalty: 927.496521
	Iteration 9Q: 3 clusters Score -1778161 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1778410.375000 Penalty: 927.496521
	Iteration 10Q: 3 clusters Score -1778410 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1778709.000000 Penalty: 927.496521
	Iteration 11Q: 3 clusters Score -1778709 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1779138.250000 Penalty: 927.496521
	Iteration 12Q: 3 clusters Score -1779138 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1779704.250000 Penalty: 927.496521
	Iteration 13Q: 3 clusters Score -1779704 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1780333.625000 Penalty: 927.496521
	Iteration 14Q: 3 clusters Score -1780334 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1780986.000000 Penalty: 927.496521
	Iteration 15Q: 3 clusters Score -1780986 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1781481.625000 Penalty: 927.496521
	Iteration 16Q: 3 clusters Score -1781482 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1781833.000000 Penalty: 927.496521
	Iteration 17Q: 3 clusters Score -1781833 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1782040.250000 Penalty: 927.496521
	Iteration 18Q: 3 clusters Score -1782040 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1782133.875000 Penalty: 927.496521
	Iteration 19Q: 3 clusters Score -1782134 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1782222.000000 Penalty: 927.496521
	Iteration 20F: 3 clusters Score -1782222 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1782263.000000 Penalty: 927.496521
	Iteration 21Q: 3 clusters Score -1782263 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1782290.375000 Penalty: 927.496521
	Iteration 22Q: 3 clusters Score -1782290 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1782306.125000 Penalty: 927.496521
	Iteration 23Q: 3 clusters Score -1782306 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1782310.875000 Penalty: 927.496521
	Iteration 24Q: 3 clusters Score -1782311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1782308.625000 Penalty: 927.496521
	Iteration 25Q: 3 clusters Score -1782309 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1782314.000000 Penalty: 927.496521
	Iteration 26Q: 3 clusters Score -1782314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1782310.875000 Penalty: 927.496521
	Iteration 27Q: 3 clusters Score -1782311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1782314.125000 Penalty: 927.496521
	Iteration 28Q: 3 clusters Score -1782314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1782311.625000 Penalty: 927.496521
	Iteration 29Q: 3 clusters Score -1782312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1782312.750000 Penalty: 927.496521
	Iteration 30Q: 3 clusters Score -1782313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1782313.875000 Penalty: 927.496521
	Iteration 31Q: 3 clusters Score -1782314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1782313.000000 Penalty: 927.496521
	Iteration 32Q: 3 clusters Score -1782313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1782315.000000 Penalty: 927.496521
	Iteration 33Q: 3 clusters Score -1782315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1782314.750000 Penalty: 927.496521
	Iteration 34Q: 3 clusters Score -1782315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1782315.125000 Penalty: 927.496521
	Iteration 35Q: 3 clusters Score -1782315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1782315.875000 Penalty: 927.496521
	Iteration 36Q: 3 clusters Score -1782316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1782315.625000 Penalty: 927.496521
	Iteration 37Q: 3 clusters Score -1782316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1782315.750000 Penalty: 927.496521
	Iteration 38Q: 3 clusters Score -1782316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1782313.500000 Penalty: 927.496521
	Iteration 39Q: 3 clusters Score -1782314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1782313.500000 Penalty: 927.496521
	Iteration 40F: 3 clusters Score -1782314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (80236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Entering Unmasked Estep 
Score: -5304565.500000 Penalty: 513.819092
	Iteration 0F: 2 clusters Score -5304566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -5250859.000000 Penalty: 1027.638184
	Iteration 0F: 3 clusters Score -5250859 nChanged 39151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -5275005.000000 Penalty: 1027.638184
	Iteration 1F: 3 clusters Score -5275005 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -5276893.500000 Penalty: 1027.638184
	Iteration 2Q: 3 clusters Score -5276894 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -5280489.000000 Penalty: 1027.638184
	Iteration 3F: 3 clusters Score -5280489 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -5287053.500000 Penalty: 1027.638184
	Iteration 4F: 3 clusters Score -5287054 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -5294674.000000 Penalty: 1027.638184
	Iteration 5F: 3 clusters Score -5294674 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -5298837.500000 Penalty: 1027.638184
	Iteration 6F: 3 clusters Score -5298838 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -5300784.500000 Penalty: 1027.638184
	Iteration 7Q: 3 clusters Score -5300784 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -5302036.000000 Penalty: 1027.638184
	Iteration 8Q: 3 clusters Score -5302036 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -5302840.000000 Penalty: 1027.638184
	Iteration 9Q: 3 clusters Score -5302840 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -5303286.000000 Penalty: 1027.638184
	Iteration 10Q: 3 clusters Score -5303286 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -5303556.500000 Penalty: 1027.638184
	Iteration 11Q: 3 clusters Score -5303556 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -5303624.000000 Penalty: 1027.638184
	Iteration 12Q: 3 clusters Score -5303624 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -5303675.000000 Penalty: 1027.638184
	Iteration 13Q: 3 clusters Score -5303675 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -5303565.500000 Penalty: 1027.638184
	Iteration 14Q: 3 clusters Score -5303566 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -5303513.000000 Penalty: 1027.638184
	Iteration 15Q: 3 clusters Score -5303513 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -5303405.000000 Penalty: 1027.638184
	Iteration 16Q: 3 clusters Score -5303405 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -5303432.000000 Penalty: 1027.638184
	Iteration 17Q: 3 clusters Score -5303432 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -5303434.000000 Penalty: 1027.638184
	Iteration 18Q: 3 clusters Score -5303434 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -5303527.000000 Penalty: 1027.638184
	Iteration 19Q: 3 clusters Score -5303527 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -5303472.500000 Penalty: 1027.638184
	Iteration 20F: 3 clusters Score -5303472 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -5303595.000000 Penalty: 1027.638184
	Iteration 21Q: 3 clusters Score -5303595 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -5303619.500000 Penalty: 1027.638184
	Iteration 22Q: 3 clusters Score -5303620 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -5303577.500000 Penalty: 1027.638184
	Iteration 23Q: 3 clusters Score -5303578 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -5303576.000000 Penalty: 1027.638184
	Iteration 24Q: 3 clusters Score -5303576 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -5303591.500000 Penalty: 1027.638184
	Iteration 25Q: 3 clusters Score -5303592 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -5303617.500000 Penalty: 1027.638184
	Iteration 26Q: 3 clusters Score -5303618 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -5303613.500000 Penalty: 1027.638184
	Iteration 27Q: 3 clusters Score -5303614 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -5303543.000000 Penalty: 1027.638184
	Iteration 28Q: 3 clusters Score -5303543 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -5303529.500000 Penalty: 1027.638184
	Iteration 29Q: 3 clusters Score -5303530 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 55943 members 
Entering Unmasked Estep 
Score: -5303510.000000 Penalty: 1027.638184
	Iteration 30Q: 3 clusters Score -5303510 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -5303452.000000 Penalty: 1027.638184
	Iteration 31Q: 3 clusters Score -5303452 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 56994 members 
Entering Unmasked Estep 
Score: -5303440.000000 Penalty: 1027.638184
	Iteration 32Q: 3 clusters Score -5303440 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 57527 members 
Entering Unmasked Estep 
Score: -5303362.500000 Penalty: 1027.638184
	Iteration 33Q: 3 clusters Score -5303362 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -5303349.500000 Penalty: 1027.638184
	Iteration 34Q: 3 clusters Score -5303350 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 58385 members 
Entering Unmasked Estep 
Score: -5303394.500000 Penalty: 1027.638184
	Iteration 35Q: 3 clusters Score -5303394 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
Score: -5303370.500000 Penalty: 1027.638184
	Iteration 36Q: 3 clusters Score -5303370 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -5303373.500000 Penalty: 1027.638184
	Iteration 37Q: 3 clusters Score -5303374 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 59456 members 
Entering Unmasked Estep 
Score: -5303355.000000 Penalty: 1027.638184
	Iteration 38Q: 3 clusters Score -5303355 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 59768 members 
Entering Unmasked Estep 
Score: -5303346.000000 Penalty: 1027.638184
	Iteration 39Q: 3 clusters Score -5303346 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 60059 members 
Entering Unmasked Estep 
Score: -5303306.500000 Penalty: 1027.638184
	Iteration 40F: 3 clusters Score -5303306 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -5303302.500000 Penalty: 1027.638184
	Iteration 41Q: 3 clusters Score -5303302 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -5303341.000000 Penalty: 1027.638184
	Iteration 42Q: 3 clusters Score -5303341 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 61227 members 
Entering Unmasked Estep 
Score: -5303294.500000 Penalty: 1027.638184
	Iteration 43Q: 3 clusters Score -5303294 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 61521 members 
Entering Unmasked Estep 
Score: -5303295.000000 Penalty: 1027.638184
	Iteration 44Q: 3 clusters Score -5303295 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 61840 members 
Entering Unmasked Estep 
Score: -5303258.000000 Penalty: 1027.638184
	Iteration 45Q: 3 clusters Score -5303258 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 62169 members 
Entering Unmasked Estep 
Score: -5303307.500000 Penalty: 1027.638184
	Iteration 46Q: 3 clusters Score -5303308 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -5303329.500000 Penalty: 1027.638184
	Iteration 47Q: 3 clusters Score -5303330 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -5303350.000000 Penalty: 1027.638184
	Iteration 48Q: 3 clusters Score -5303350 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -5303337.500000 Penalty: 1027.638184
	Iteration 49Q: 3 clusters Score -5303338 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -5303303.500000 Penalty: 1027.638184
	Iteration 50Q: 3 clusters Score -5303304 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -5303357.500000 Penalty: 1027.638184
	Iteration 51Q: 3 clusters Score -5303358 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -5303352.500000 Penalty: 1027.638184
	Iteration 52Q: 3 clusters Score -5303352 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5303330 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -5303318.500000 Penalty: 1027.638184
	Iteration 54Q: 3 clusters Score -5303318 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -5303355.500000 Penalty: 1027.638184
	Iteration 55Q: 3 clusters Score -5303356 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 65155 members 
Entering Unmasked Estep 
Score: -5303347.500000 Penalty: 1027.638184
	Iteration 56Q: 3 clusters Score -5303348 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 65374 members 
Entering Unmasked Estep 
Score: -5303350.500000 Penalty: 1027.638184
	Iteration 57Q: 3 clusters Score -5303350 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 65582 members 
Entering Unmasked Estep 
Score: -5303381.500000 Penalty: 1027.638184
	Iteration 58Q: 3 clusters Score -5303382 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -5303396.500000 Penalty: 1027.638184
	Iteration 59Q: 3 clusters Score -5303396 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -5303367.000000 Penalty: 1027.638184
	Iteration 60F: 3 clusters Score -5303367 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 66231 members 
Entering Unmasked Estep 
Score: -5303352.000000 Penalty: 1027.638184
	Iteration 61Q: 3 clusters Score -5303352 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -5303332.500000 Penalty: 1027.638184
	Iteration 62Q: 3 clusters Score -5303332 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 66550 members 
Entering Unmasked Estep 
Score: -5303311.500000 Penalty: 1027.638184
	Iteration 63Q: 3 clusters Score -5303312 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 66731 members 
Entering Unmasked Estep 
Score: -5303298.500000 Penalty: 1027.638184
	Iteration 64Q: 3 clusters Score -5303298 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 66870 members 
Entering Unmasked Estep 
Score: -5303323.000000 Penalty: 1027.638184
	Iteration 65Q: 3 clusters Score -5303323 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 67031 members 
Entering Unmasked Estep 
Score: -5303297.500000 Penalty: 1027.638184
	Iteration 66Q: 3 clusters Score -5303298 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -5303295.000000 Penalty: 1027.638184
	Iteration 67Q: 3 clusters Score -5303295 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -5303297.000000 Penalty: 1027.638184
	Iteration 68Q: 3 clusters Score -5303297 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -5303301.000000 Penalty: 1027.638184
	Iteration 69Q: 3 clusters Score -5303301 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -5303323.500000 Penalty: 1027.638184
	Iteration 70Q: 3 clusters Score -5303324 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 67585 members 
Entering Unmasked Estep 
Score: -5303332.500000 Penalty: 1027.638184
	Iteration 71Q: 3 clusters Score -5303332 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 67759 members 
Entering Unmasked Estep 
Score: -5303348.000000 Penalty: 1027.638184
	Iteration 72Q: 3 clusters Score -5303348 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 67941 members 
Entering Unmasked Estep 
Score: -5303365.500000 Penalty: 1027.638184
	Iteration 73Q: 3 clusters Score -5303366 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 68121 members 
Entering Unmasked Estep 
Score: -5303339.000000 Penalty: 1027.638184
	Iteration 74Q: 3 clusters Score -5303339 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 68294 members 
Entering Unmasked Estep 
Score: -5303346.500000 Penalty: 1027.638184
	Iteration 75Q: 3 clusters Score -5303346 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 68431 members 
Entering Unmasked Estep 
Score: -5303336.500000 Penalty: 1027.638184
	Iteration 76Q: 3 clusters Score -5303336 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -5303334.000000 Penalty: 1027.638184
	Iteration 77Q: 3 clusters Score -5303334 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -5303367.500000 Penalty: 1027.638184
	Iteration 78Q: 3 clusters Score -5303368 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 68798 members 
Entering Unmasked Estep 
Score: -5303360.000000 Penalty: 1027.638184
	Iteration 79Q: 3 clusters Score -5303360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 68859 members 
Entering Unmasked Estep 
Score: -5303371.000000 Penalty: 1027.638184
	Iteration 80F: 3 clusters Score -5303371 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
Score: -5303360.000000 Penalty: 1027.638184
	Iteration 81Q: 3 clusters Score -5303360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -5303364.000000 Penalty: 1027.638184
	Iteration 82Q: 3 clusters Score -5303364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 69024 members 
Entering Unmasked Estep 
Score: -5303376.000000 Penalty: 1027.638184
	Iteration 83Q: 3 clusters Score -5303376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -5303369.500000 Penalty: 1027.638184
	Iteration 84Q: 3 clusters Score -5303370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 69131 members 
Entering Unmasked Estep 
Score: -5303373.000000 Penalty: 1027.638184
	Iteration 85Q: 3 clusters Score -5303373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 69175 members 
Entering Unmasked Estep 
Score: -5303384.000000 Penalty: 1027.638184
	Iteration 86Q: 3 clusters Score -5303384 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -5303410.000000 Penalty: 1027.638184
	Iteration 87Q: 3 clusters Score -5303410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 69294 members 
Entering Unmasked Estep 
Score: -5303397.000000 Penalty: 1027.638184
	Iteration 88Q: 3 clusters Score -5303397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -5303390.500000 Penalty: 1027.638184
	Iteration 89Q: 3 clusters Score -5303390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 69313 members 
Entering Unmasked Estep 
Score: -5303384.000000 Penalty: 1027.638184
	Iteration 90Q: 3 clusters Score -5303384 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 69315 members 
Entering Unmasked Estep 
Score: -5303382.000000 Penalty: 1027.638184
	Iteration 91Q: 3 clusters Score -5303382 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -5303395.000000 Penalty: 1027.638184
	Iteration 92Q: 3 clusters Score -5303395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
Score: -5303402.000000 Penalty: 1027.638184
	Iteration 93Q: 3 clusters Score -5303402 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 69315 members 
Entering Unmasked Estep 
Score: -5303392.500000 Penalty: 1027.638184
	Iteration 94Q: 3 clusters Score -5303392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 69317 members 
Entering Unmasked Estep 
Score: -5303388.500000 Penalty: 1027.638184
	Iteration 95Q: 3 clusters Score -5303388 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 69314 members 
Entering Unmasked Estep 
Score: -5303387.500000 Penalty: 1027.638184
	Iteration 96Q: 3 clusters Score -5303388 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 69313 members 
Entering Unmasked Estep 
Score: -5303385.000000 Penalty: 1027.638184
	Iteration 97Q: 3 clusters Score -5303385 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
Score: -5303389.000000 Penalty: 1027.638184
	Iteration 98Q: 3 clusters Score -5303389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 69320 members 
Entering Unmasked Estep 
Score: -5303395.000000 Penalty: 1027.638184
	Iteration 99Q: 3 clusters Score -5303395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -5303386.000000 Penalty: 1027.638184
	Iteration 100F: 3 clusters Score -5303386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -5303389.000000 Penalty: 1027.638184
	Iteration 101Q: 3 clusters Score -5303389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 69341 members 
Entering Unmasked Estep 
Score: -5303390.000000 Penalty: 1027.638184
	Iteration 102Q: 3 clusters Score -5303390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -5303394.500000 Penalty: 1027.638184
	Iteration 103Q: 3 clusters Score -5303394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 69350 members 
Entering Unmasked Estep 
Score: -5303394.500000 Penalty: 1027.638184
	Iteration 104Q: 3 clusters Score -5303394 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 69361 members 
Entering Unmasked Estep 
Score: -5303393.000000 Penalty: 1027.638184
	Iteration 105Q: 3 clusters Score -5303393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 69360 members 
Entering Unmasked Estep 
Score: -5303394.500000 Penalty: 1027.638184
	Iteration 106Q: 3 clusters Score -5303394 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -5303393.000000 Penalty: 1027.638184
	Iteration 107Q: 3 clusters Score -5303393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5303398 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -5303393.500000 Penalty: 1027.638184
	Iteration 109Q: 3 clusters Score -5303394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 69408 members 
Entering Unmasked Estep 
Score: -5303404.500000 Penalty: 1027.638184
	Iteration 110Q: 3 clusters Score -5303404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -5303397.500000 Penalty: 1027.638184
	Iteration 111Q: 3 clusters Score -5303398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
Score: -5303387.500000 Penalty: 1027.638184
	Iteration 112Q: 3 clusters Score -5303388 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 69438 members 
Entering Unmasked Estep 
Score: -5303386.000000 Penalty: 1027.638184
	Iteration 113Q: 3 clusters Score -5303386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -5303383.000000 Penalty: 1027.638184
	Iteration 114Q: 3 clusters Score -5303383 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -5303386.500000 Penalty: 1027.638184
	Iteration 115Q: 3 clusters Score -5303386 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 69441 members 
Entering Unmasked Estep 
Score: -5303388.500000 Penalty: 1027.638184
	Iteration 116Q: 3 clusters Score -5303388 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 69448 members 
Entering Unmasked Estep 
Score: -5303380.000000 Penalty: 1027.638184
	Iteration 117Q: 3 clusters Score -5303380 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 69453 members 
Entering Unmasked Estep 
Score: -5303380.500000 Penalty: 1027.638184
	Iteration 118Q: 3 clusters Score -5303380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 69457 members 
Entering Unmasked Estep 
Score: -5303376.000000 Penalty: 1027.638184
	Iteration 119Q: 3 clusters Score -5303376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 69464 members 
Entering Unmasked Estep 
Score: -5303379.500000 Penalty: 1027.638184
	Iteration 120F: 3 clusters Score -5303380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -5303385.000000 Penalty: 1027.638184
	Iteration 121Q: 3 clusters Score -5303385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 69468 members 
Entering Unmasked Estep 
Score: -5303382.000000 Penalty: 1027.638184
	Iteration 122Q: 3 clusters Score -5303382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -5303378.000000 Penalty: 1027.638184
	Iteration 123Q: 3 clusters Score -5303378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 69466 members 
Entering Unmasked Estep 
Score: -5303372.000000 Penalty: 1027.638184
	Iteration 124Q: 3 clusters Score -5303372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -5303382.500000 Penalty: 1027.638184
	Iteration 125Q: 3 clusters Score -5303382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 69495 members 
Entering Unmasked Estep 
Score: -5303380.000000 Penalty: 1027.638184
	Iteration 126Q: 3 clusters Score -5303380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -5303382.000000 Penalty: 1027.638184
	Iteration 127Q: 3 clusters Score -5303382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -5303380.000000 Penalty: 1027.638184
	Iteration 128Q: 3 clusters Score -5303380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 69486 members 
Entering Unmasked Estep 
Score: -5303382.500000 Penalty: 1027.638184
	Iteration 129Q: 3 clusters Score -5303382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 69500 members 
Entering Unmasked Estep 
Score: -5303382.000000 Penalty: 1027.638184
	Iteration 130Q: 3 clusters Score -5303382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -5303380.500000 Penalty: 1027.638184
	Iteration 131Q: 3 clusters Score -5303380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -5303382.000000 Penalty: 1027.638184
	Iteration 132Q: 3 clusters Score -5303382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -5303382.000000 Penalty: 1027.638184
	Iteration 133F: 3 clusters Score -5303382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -513010.656250 Penalty: 407.998230
	Iteration 0F: 2 clusters Score -513010.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -507823.843750 Penalty: 815.996460
	Iteration 0F: 3 clusters Score -507823.8 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -509907.187500 Penalty: 815.996460
	Iteration 1F: 3 clusters Score -509907.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -510051.843750 Penalty: 815.996460
	Iteration 2Q: 3 clusters Score -510051.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -510180.343750 Penalty: 815.996460
	Iteration 3Q: 3 clusters Score -510180.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -510308.718750 Penalty: 815.996460
	Iteration 4Q: 3 clusters Score -510308.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -510482.281250 Penalty: 815.996460
	Iteration 5Q: 3 clusters Score -510482.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -510720.875000 Penalty: 815.996460
	Iteration 6Q: 3 clusters Score -510720.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -511032.218750 Penalty: 815.996460
	Iteration 7F: 3 clusters Score -511032.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -511373.812500 Penalty: 815.996460
	Iteration 8F: 3 clusters Score -511373.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -511735.843750 Penalty: 815.996460
	Iteration 9Q: 3 clusters Score -511735.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -511963.656250 Penalty: 815.996460
	Iteration 10Q: 3 clusters Score -511963.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -512109.656250 Penalty: 815.996460
	Iteration 11Q: 3 clusters Score -512109.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -512232.093750 Penalty: 815.996460
	Iteration 12Q: 3 clusters Score -512232.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -512345.187500 Penalty: 815.996460
	Iteration 13Q: 3 clusters Score -512345.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -512435.656250 Penalty: 815.996460
	Iteration 14Q: 3 clusters Score -512435.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -512496.968750 Penalty: 815.996460
	Iteration 15Q: 3 clusters Score -512497 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -512532.812500 Penalty: 815.996460
	Iteration 16Q: 3 clusters Score -512532.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -512573.375000 Penalty: 815.996460
	Iteration 17Q: 3 clusters Score -512573.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -512592.718750 Penalty: 815.996460
	Iteration 18Q: 3 clusters Score -512592.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -512606.531250 Penalty: 815.996460
	Iteration 19Q: 3 clusters Score -512606.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -512613.875000 Penalty: 815.996460
	Iteration 20F: 3 clusters Score -512613.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -512622.875000 Penalty: 815.996460
	Iteration 21Q: 3 clusters Score -512622.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -512630.750000 Penalty: 815.996460
	Iteration 22Q: 3 clusters Score -512630.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -512633.812500 Penalty: 815.996460
	Iteration 23Q: 3 clusters Score -512633.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -512636.406250 Penalty: 815.996460
	Iteration 24Q: 3 clusters Score -512636.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -512637.031250 Penalty: 815.996460
	Iteration 25Q: 3 clusters Score -512637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -512637.593750 Penalty: 815.996460
	Iteration 26Q: 3 clusters Score -512637.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -512638.437500 Penalty: 815.996460
	Iteration 27Q: 3 clusters Score -512638.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -512639.031250 Penalty: 815.996460
	Iteration 28Q: 3 clusters Score -512639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -512640.500000 Penalty: 815.996460
	Iteration 29Q: 3 clusters Score -512640.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -512641.875000 Penalty: 815.996460
	Iteration 30Q: 3 clusters Score -512641.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -512642.031250 Penalty: 815.996460
	Iteration 31Q: 3 clusters Score -512642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -512642.125000 Penalty: 815.996460
	Iteration 32Q: 3 clusters Score -512642.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -512642.281250 Penalty: 815.996460
	Iteration 33Q: 3 clusters Score -512642.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -512643.031250 Penalty: 815.996460
	Iteration 34Q: 3 clusters Score -512643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -512643.343750 Penalty: 815.996460
	Iteration 35Q: 3 clusters Score -512643.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -512643.187500 Penalty: 815.996460
	Iteration 36Q: 3 clusters Score -512643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -512645.031250 Penalty: 815.996460
	Iteration 37Q: 3 clusters Score -512645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -512644.843750 Penalty: 815.996460
	Iteration 38Q: 3 clusters Score -512644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -512644.843750 Penalty: 815.996460
	Iteration 39F: 3 clusters Score -512644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 22919 members 
Mstep: Class 11 contains 7433 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38937 members 
Mstep: Class 14 contains 68546 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20415 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 84270 members 
Mstep: Class 21 contains 11878 members 
Mstep: Class 22 contains 70574 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4055 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 49191 members 
Mstep: Class 30 contains 4998 members 
Mstep: Class 31 contains 28968 members 
Mstep: Class 32 contains 1363 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16493 members 
Mstep: Class 35 contains 26696 members 
Mstep: Class 36 contains 80236 members 
Mstep: Class 37 contains 7840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873064.000000 Penalty: 21737.548828
Iteration 359Q: 37 clusters Score -3.587306e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 22988 members 
Mstep: Class 11 contains 7238 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38959 members 
Mstep: Class 14 contains 68537 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20415 members 
Mstep: Class 17 contains 1176 members 
Mstep: Class 18 contains 5265 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 83713 members 
Mstep: Class 21 contains 11840 members 
Mstep: Class 22 contains 71578 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4055 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 49014 members 
Mstep: Class 30 contains 4994 members 
Mstep: Class 31 contains 29347 members 
Mstep: Class 32 contains 1364 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16470 members 
Mstep: Class 35 contains 26589 members 
Mstep: Class 36 contains 79699 members 
Mstep: Class 37 contains 7859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872876.000000 Penalty: 21737.548828
Iteration 360F: 37 clusters Score -3.587288e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 23046 members 
Mstep: Class 11 contains 7059 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 39001 members 
Mstep: Class 14 contains 68531 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20415 members 
Mstep: Class 17 contains 1180 members 
Mstep: Class 18 contains 5392 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 82933 members 
Mstep: Class 21 contains 11813 members 
Mstep: Class 22 contains 72928 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4054 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 48799 members 
Mstep: Class 30 contains 4989 members 
Mstep: Class 31 contains 29767 members 
Mstep: Class 32 contains 1365 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16432 members 
Mstep: Class 35 contains 26469 members 
Mstep: Class 36 contains 79053 members 
Mstep: Class 37 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872904.000000 Penalty: 21737.548828
Iteration 361Q: 37 clusters Score -3.58729e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 23081 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 39025 members 
Mstep: Class 14 contains 68524 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20415 members 
Mstep: Class 17 contains 1179 members 
Mstep: Class 18 contains 5504 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 82095 members 
Mstep: Class 21 contains 11794 members 
Mstep: Class 22 contains 74542 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4057 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 48586 members 
Mstep: Class 30 contains 4982 members 
Mstep: Class 31 contains 30167 members 
Mstep: Class 32 contains 1366 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16401 members 
Mstep: Class 35 contains 26332 members 
Mstep: Class 36 contains 78260 members 
Mstep: Class 37 contains 7880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872856.000000 Penalty: 21737.548828
Iteration 362Q: 37 clusters Score -3.587286e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 23125 members 
Mstep: Class 11 contains 6721 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 39016 members 
Mstep: Class 14 contains 68519 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20415 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 5707 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80934 members 
Mstep: Class 21 contains 11773 members 
Mstep: Class 22 contains 76427 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4062 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 48454 members 
Mstep: Class 30 contains 4976 members 
Mstep: Class 31 contains 30552 members 
Mstep: Class 32 contains 1367 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16382 members 
Mstep: Class 35 contains 26139 members 
Mstep: Class 36 contains 77465 members 
Mstep: Class 37 contains 7889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873252.000000 Penalty: 21737.548828
Iteration 363Q: 37 clusters Score -3.587325e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 23167 members 
Mstep: Class 11 contains 6613 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38971 members 
Mstep: Class 14 contains 68515 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20415 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79374 members 
Mstep: Class 21 contains 11750 members 
Mstep: Class 22 contains 78149 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4066 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 48312 members 
Mstep: Class 30 contains 4972 members 
Mstep: Class 31 contains 30937 members 
Mstep: Class 32 contains 1367 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16362 members 
Mstep: Class 35 contains 25995 members 
Mstep: Class 36 contains 77276 members 
Mstep: Class 37 contains 7903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873308.000000 Penalty: 21737.548828
Iteration 364Q: 37 clusters Score -3.587331e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 23214 members 
Mstep: Class 11 contains 6493 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38960 members 
Mstep: Class 14 contains 68508 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20413 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 5805 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 77922 members 
Mstep: Class 21 contains 11716 members 
Mstep: Class 22 contains 79180 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 48197 members 
Mstep: Class 30 contains 4967 members 
Mstep: Class 31 contains 31308 members 
Mstep: Class 32 contains 1367 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16325 members 
Mstep: Class 35 contains 25865 members 
Mstep: Class 36 contains 77708 members 
Mstep: Class 37 contains 7909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873672.000000 Penalty: 21737.548828
Iteration 365Q: 37 clusters Score -3.587367e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 23258 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38973 members 
Mstep: Class 14 contains 68508 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20413 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76562 members 
Mstep: Class 21 contains 11680 members 
Mstep: Class 22 contains 79752 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4074 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 48133 members 
Mstep: Class 30 contains 4960 members 
Mstep: Class 31 contains 31661 members 
Mstep: Class 32 contains 1367 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16316 members 
Mstep: Class 35 contains 25728 members 
Mstep: Class 36 contains 78536 members 
Mstep: Class 37 contains 7908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873480.000000 Penalty: 21737.548828
Iteration 366Q: 37 clusters Score -3.587348e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 23312 members 
Mstep: Class 11 contains 6211 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38967 members 
Mstep: Class 14 contains 68509 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20413 members 
Mstep: Class 17 contains 1172 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 75452 members 
Mstep: Class 21 contains 11635 members 
Mstep: Class 22 contains 79749 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4076 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 48057 members 
Mstep: Class 30 contains 4954 members 
Mstep: Class 31 contains 32026 members 
Mstep: Class 32 contains 1367 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16308 members 
Mstep: Class 35 contains 25604 members 
Mstep: Class 36 contains 79701 members 
Mstep: Class 37 contains 7903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873428.000000 Penalty: 21737.548828
Iteration 367Q: 37 clusters Score -3.587343e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 23378 members 
Mstep: Class 11 contains 6068 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38968 members 
Mstep: Class 14 contains 68511 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20413 members 
Mstep: Class 17 contains 1169 members 
Mstep: Class 18 contains 5578 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 74542 members 
Mstep: Class 21 contains 11578 members 
Mstep: Class 22 contains 79366 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4079 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 48015 members 
Mstep: Class 30 contains 4951 members 
Mstep: Class 31 contains 32365 members 
Mstep: Class 32 contains 1367 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16292 members 
Mstep: Class 35 contains 25538 members 
Mstep: Class 36 contains 81024 members 
Mstep: Class 37 contains 7903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873524.000000 Penalty: 21737.548828
Iteration 368Q: 37 clusters Score -3.587352e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 23426 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38969 members 
Mstep: Class 14 contains 68513 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20413 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 5542 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 74177 members 
Mstep: Class 21 contains 11537 members 
Mstep: Class 22 contains 78736 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4083 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 47984 members 
Mstep: Class 30 contains 4943 members 
Mstep: Class 31 contains 32677 members 
Mstep: Class 32 contains 1368 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16283 members 
Mstep: Class 35 contains 25408 members 
Mstep: Class 36 contains 81973 members 
Mstep: Class 37 contains 7903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873500.000000 Penalty: 21737.548828
Iteration 369Q: 37 clusters Score -3.58735e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 23477 members 
Mstep: Class 11 contains 5831 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38983 members 
Mstep: Class 14 contains 68512 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20414 members 
Mstep: Class 17 contains 1179 members 
Mstep: Class 18 contains 5510 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 74305 members 
Mstep: Class 21 contains 11497 members 
Mstep: Class 22 contains 77941 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4086 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 47980 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 32999 members 
Mstep: Class 32 contains 1369 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16280 members 
Mstep: Class 35 contains 25259 members 
Mstep: Class 36 contains 82650 members 
Mstep: Class 37 contains 7902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873136.000000 Penalty: 21737.548828
Iteration 370Q: 37 clusters Score -3.587314e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 23535 members 
Mstep: Class 11 contains 5708 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38988 members 
Mstep: Class 14 contains 68513 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20413 members 
Mstep: Class 17 contains 1182 members 
Mstep: Class 18 contains 5538 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 74614 members 
Mstep: Class 21 contains 11442 members 
Mstep: Class 22 contains 77146 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4094 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 47947 members 
Mstep: Class 30 contains 4924 members 
Mstep: Class 31 contains 33336 members 
Mstep: Class 32 contains 1371 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16305 members 
Mstep: Class 35 contains 25055 members 
Mstep: Class 36 contains 83096 members 
Mstep: Class 37 contains 7898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872768.000000 Penalty: 21737.548828
Iteration 371Q: 37 clusters Score -3.587277e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 23599 members 
Mstep: Class 11 contains 5606 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 39003 members 
Mstep: Class 14 contains 68512 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20412 members 
Mstep: Class 17 contains 1186 members 
Mstep: Class 18 contains 5620 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 75018 members 
Mstep: Class 21 contains 11378 members 
Mstep: Class 22 contains 76695 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4098 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 47908 members 
Mstep: Class 30 contains 4922 members 
Mstep: Class 31 contains 33663 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16315 members 
Mstep: Class 35 contains 24812 members 
Mstep: Class 36 contains 83094 members 
Mstep: Class 37 contains 7889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872668.000000 Penalty: 21737.548828
Iteration 372Q: 37 clusters Score -3.587267e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 23668 members 
Mstep: Class 11 contains 5449 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 39020 members 
Mstep: Class 14 contains 68508 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20411 members 
Mstep: Class 17 contains 1187 members 
Mstep: Class 18 contains 5790 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 75404 members 
Mstep: Class 21 contains 11323 members 
Mstep: Class 22 contains 76265 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4100 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 47883 members 
Mstep: Class 30 contains 4919 members 
Mstep: Class 31 contains 34029 members 
Mstep: Class 32 contains 1378 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16325 members 
Mstep: Class 35 contains 24526 members 
Mstep: Class 36 contains 83039 members 
Mstep: Class 37 contains 7881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872560.000000 Penalty: 21737.548828
Iteration 373Q: 37 clusters Score -3.587256e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 23725 members 
Mstep: Class 11 contains 5309 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 39032 members 
Mstep: Class 14 contains 68508 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20412 members 
Mstep: Class 17 contains 1187 members 
Mstep: Class 18 contains 5958 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 75789 members 
Mstep: Class 21 contains 11280 members 
Mstep: Class 22 contains 75959 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4099 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 47817 members 
Mstep: Class 30 contains 4917 members 
Mstep: Class 31 contains 34376 members 
Mstep: Class 32 contains 1383 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16363 members 
Mstep: Class 35 contains 24283 members 
Mstep: Class 36 contains 82833 members 
Mstep: Class 37 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872460.000000 Penalty: 21737.548828
Iteration 374Q: 37 clusters Score -3.587246e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18488 members 
Mstep: Class 10 contains 23782 members 
Mstep: Class 11 contains 5232 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 39028 members 
Mstep: Class 14 contains 68506 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20412 members 
Mstep: Class 17 contains 1187 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76185 members 
Mstep: Class 21 contains 11239 members 
Mstep: Class 22 contains 75841 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4099 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 47729 members 
Mstep: Class 30 contains 4914 members 
Mstep: Class 31 contains 34734 members 
Mstep: Class 32 contains 1386 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16397 members 
Mstep: Class 35 contains 24062 members 
Mstep: Class 36 contains 82431 members 
Mstep: Class 37 contains 7871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872756.000000 Penalty: 21737.548828
Iteration 375Q: 37 clusters Score -3.587276e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18490 members 
Mstep: Class 10 contains 23834 members 
Mstep: Class 11 contains 5174 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 39025 members 
Mstep: Class 14 contains 68502 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20413 members 
Mstep: Class 17 contains 1189 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76531 members 
Mstep: Class 21 contains 11206 members 
Mstep: Class 22 contains 75915 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4095 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 47651 members 
Mstep: Class 30 contains 4911 members 
Mstep: Class 31 contains 35065 members 
Mstep: Class 32 contains 1391 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16470 members 
Mstep: Class 35 contains 23815 members 
Mstep: Class 36 contains 81835 members 
Mstep: Class 37 contains 7871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873012.000000 Penalty: 21737.548828
Iteration 376Q: 37 clusters Score -3.587301e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18490 members 
Mstep: Class 10 contains 23901 members 
Mstep: Class 11 contains 5134 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 39005 members 
Mstep: Class 14 contains 68495 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20413 members 
Mstep: Class 17 contains 1191 members 
Mstep: Class 18 contains 6305 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76761 members 
Mstep: Class 21 contains 11176 members 
Mstep: Class 22 contains 76155 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4094 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 47527 members 
Mstep: Class 30 contains 4913 members 
Mstep: Class 31 contains 35397 members 
Mstep: Class 32 contains 1395 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16495 members 
Mstep: Class 35 contains 23610 members 
Mstep: Class 36 contains 81258 members 
Mstep: Class 37 contains 7873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873176.000000 Penalty: 21737.548828
Iteration 377Q: 37 clusters Score -3.587318e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18490 members 
Mstep: Class 10 contains 23984 members 
Mstep: Class 11 contains 5057 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 39000 members 
Mstep: Class 14 contains 68492 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20414 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 6356 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76843 members 
Mstep: Class 21 contains 11138 members 
Mstep: Class 22 contains 76607 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4091 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 47327 members 
Mstep: Class 30 contains 4911 members 
Mstep: Class 31 contains 35751 members 
Mstep: Class 32 contains 1397 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16514 members 
Mstep: Class 35 contains 23439 members 
Mstep: Class 36 contains 80706 members 
Mstep: Class 37 contains 7878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873524.000000 Penalty: 21737.548828
Iteration 378Q: 37 clusters Score -3.587352e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18490 members 
Mstep: Class 10 contains 24065 members 
Mstep: Class 11 contains 4952 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 39001 members 
Mstep: Class 14 contains 68493 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20414 members 
Mstep: Class 17 contains 1193 members 
Mstep: Class 18 contains 6340 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76720 members 
Mstep: Class 21 contains 11101 members 
Mstep: Class 22 contains 77104 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4095 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 47154 members 
Mstep: Class 30 contains 4907 members 
Mstep: Class 31 contains 36086 members 
Mstep: Class 32 contains 1399 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16543 members 
Mstep: Class 35 contains 23286 members 
Mstep: Class 36 contains 80363 members 
Mstep: Class 37 contains 7881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873648.000000 Penalty: 21737.548828
Iteration 379Q: 37 clusters Score -3.587365e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18490 members 
Mstep: Class 10 contains 24150 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 39004 members 
Mstep: Class 14 contains 68492 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20414 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 6321 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76490 members 
Mstep: Class 21 contains 11054 members 
Mstep: Class 22 contains 77647 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4093 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 46942 members 
Mstep: Class 30 contains 4902 members 
Mstep: Class 31 contains 36404 members 
Mstep: Class 32 contains 1402 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16557 members 
Mstep: Class 35 contains 23121 members 
Mstep: Class 36 contains 80118 members 
Mstep: Class 37 contains 7886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873840.000000 Penalty: 21737.548828
Iteration 380F: 37 clusters Score -3.587384e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18490 members 
Mstep: Class 10 contains 24223 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 39005 members 
Mstep: Class 14 contains 68492 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20414 members 
Mstep: Class 17 contains 1194 members 
Mstep: Class 18 contains 6390 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76159 members 
Mstep: Class 21 contains 11020 members 
Mstep: Class 22 contains 78131 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4092 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 46725 members 
Mstep: Class 30 contains 4889 members 
Mstep: Class 31 contains 36725 members 
Mstep: Class 32 contains 1405 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16557 members 
Mstep: Class 35 contains 22808 members 
Mstep: Class 36 contains 80123 members 
Mstep: Class 37 contains 7897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873864.000000 Penalty: 21737.548828
Iteration 381Q: 37 clusters Score -3.587386e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18490 members 
Mstep: Class 10 contains 24295 members 
Mstep: Class 11 contains 4812 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38977 members 
Mstep: Class 14 contains 68489 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20414 members 
Mstep: Class 17 contains 1190 members 
Mstep: Class 18 contains 6404 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 75766 members 
Mstep: Class 21 contains 10994 members 
Mstep: Class 22 contains 78452 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4096 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 46505 members 
Mstep: Class 30 contains 4883 members 
Mstep: Class 31 contains 37029 members 
Mstep: Class 32 contains 1406 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16556 members 
Mstep: Class 35 contains 22483 members 
Mstep: Class 36 contains 80440 members 
Mstep: Class 37 contains 7906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874080.000000 Penalty: 21737.548828
Iteration 382Q: 37 clusters Score -3.587408e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18489 members 
Mstep: Class 10 contains 24376 members 
Mstep: Class 11 contains 4731 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38938 members 
Mstep: Class 14 contains 68486 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20414 members 
Mstep: Class 17 contains 1189 members 
Mstep: Class 18 contains 6404 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 75431 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 78527 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4103 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 46369 members 
Mstep: Class 30 contains 4878 members 
Mstep: Class 31 contains 37300 members 
Mstep: Class 32 contains 1406 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16556 members 
Mstep: Class 35 contains 22189 members 
Mstep: Class 36 contains 80924 members 
Mstep: Class 37 contains 7911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874160.000000 Penalty: 21737.548828
Iteration 383Q: 37 clusters Score -3.587416e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18490 members 
Mstep: Class 10 contains 24457 members 
Mstep: Class 11 contains 4628 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38902 members 
Mstep: Class 14 contains 68489 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20414 members 
Mstep: Class 17 contains 1190 members 
Mstep: Class 18 contains 6417 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 75253 members 
Mstep: Class 21 contains 10939 members 
Mstep: Class 22 contains 78472 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4106 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 46215 members 
Mstep: Class 30 contains 4868 members 
Mstep: Class 31 contains 37557 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16569 members 
Mstep: Class 35 contains 21871 members 
Mstep: Class 36 contains 81425 members 
Mstep: Class 37 contains 7918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874068.000000 Penalty: 21737.548828
Iteration 384Q: 37 clusters Score -3.587407e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18490 members 
Mstep: Class 10 contains 24518 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38874 members 
Mstep: Class 14 contains 68489 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20414 members 
Mstep: Class 17 contains 1190 members 
Mstep: Class 18 contains 6416 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 75309 members 
Mstep: Class 21 contains 10914 members 
Mstep: Class 22 contains 78138 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4107 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 45979 members 
Mstep: Class 30 contains 4861 members 
Mstep: Class 31 contains 37816 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16605 members 
Mstep: Class 35 contains 21569 members 
Mstep: Class 36 contains 81985 members 
Mstep: Class 37 contains 7923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874044.000000 Penalty: 21737.548828
Iteration 385Q: 37 clusters Score -3.587404e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18490 members 
Mstep: Class 10 contains 24581 members 
Mstep: Class 11 contains 4489 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38834 members 
Mstep: Class 14 contains 68489 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20414 members 
Mstep: Class 17 contains 1185 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 75610 members 
Mstep: Class 21 contains 10886 members 
Mstep: Class 22 contains 77582 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4104 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 45715 members 
Mstep: Class 30 contains 4858 members 
Mstep: Class 31 contains 38126 members 
Mstep: Class 32 contains 1410 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16622 members 
Mstep: Class 35 contains 21315 members 
Mstep: Class 36 contains 82504 members 
Mstep: Class 37 contains 7937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873952.000000 Penalty: 21737.548828
Iteration 386Q: 37 clusters Score -3.587395e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18490 members 
Mstep: Class 10 contains 24627 members 
Mstep: Class 11 contains 4402 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38827 members 
Mstep: Class 14 contains 68490 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20414 members 
Mstep: Class 17 contains 1184 members 
Mstep: Class 18 contains 6557 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76107 members 
Mstep: Class 21 contains 10866 members 
Mstep: Class 22 contains 77033 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4101 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 45415 members 
Mstep: Class 30 contains 4851 members 
Mstep: Class 31 contains 38459 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16660 members 
Mstep: Class 35 contains 21028 members 
Mstep: Class 36 contains 82708 members 
Mstep: Class 37 contains 7957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873876.000000 Penalty: 21737.548828
Iteration 387Q: 37 clusters Score -3.587388e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18488 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 4332 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38816 members 
Mstep: Class 14 contains 68493 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20412 members 
Mstep: Class 17 contains 1179 members 
Mstep: Class 18 contains 6652 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 76810 members 
Mstep: Class 21 contains 10842 members 
Mstep: Class 22 contains 76639 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4103 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 45130 members 
Mstep: Class 30 contains 4850 members 
Mstep: Class 31 contains 38771 members 
Mstep: Class 32 contains 1412 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16657 members 
Mstep: Class 35 contains 20799 members 
Mstep: Class 36 contains 82554 members 
Mstep: Class 37 contains 7980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873684.000000 Penalty: 21737.548828
Iteration 388Q: 37 clusters Score -3.587368e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18488 members 
Mstep: Class 10 contains 24711 members 
Mstep: Class 11 contains 4281 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38834 members 
Mstep: Class 14 contains 68495 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20413 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 6773 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 77489 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 76361 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4104 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 44787 members 
Mstep: Class 30 contains 4838 members 
Mstep: Class 31 contains 39100 members 
Mstep: Class 32 contains 1413 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16673 members 
Mstep: Class 35 contains 20550 members 
Mstep: Class 36 contains 82278 members 
Mstep: Class 37 contains 8005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873700.000000 Penalty: 21737.548828
Iteration 389Q: 37 clusters Score -3.58737e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 24756 members 
Mstep: Class 11 contains 4201 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38838 members 
Mstep: Class 14 contains 68499 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20413 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 6948 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 77976 members 
Mstep: Class 21 contains 10801 members 
Mstep: Class 22 contains 76201 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4102 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 44472 members 
Mstep: Class 30 contains 4828 members 
Mstep: Class 31 contains 39440 members 
Mstep: Class 32 contains 1416 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16691 members 
Mstep: Class 35 contains 20307 members 
Mstep: Class 36 contains 82003 members 
Mstep: Class 37 contains 8037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873848.000000 Penalty: 21737.548828
Iteration 390Q: 37 clusters Score -3.587385e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 24799 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38864 members 
Mstep: Class 14 contains 68497 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20413 members 
Mstep: Class 17 contains 1168 members 
Mstep: Class 18 contains 7114 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78466 members 
Mstep: Class 21 contains 10793 members 
Mstep: Class 22 contains 76252 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4107 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 44191 members 
Mstep: Class 30 contains 4820 members 
Mstep: Class 31 contains 39720 members 
Mstep: Class 32 contains 1416 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16702 members 
Mstep: Class 35 contains 20091 members 
Mstep: Class 36 contains 81489 members 
Mstep: Class 37 contains 8076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874016.000000 Penalty: 21737.548828
Iteration 391Q: 37 clusters Score -3.587402e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18484 members 
Mstep: Class 10 contains 24835 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38864 members 
Mstep: Class 14 contains 68498 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20414 members 
Mstep: Class 17 contains 1167 members 
Mstep: Class 18 contains 7249 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78662 members 
Mstep: Class 21 contains 10780 members 
Mstep: Class 22 contains 76590 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4113 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 43950 members 
Mstep: Class 30 contains 4814 members 
Mstep: Class 31 contains 39953 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16710 members 
Mstep: Class 35 contains 19934 members 
Mstep: Class 36 contains 80930 members 
Mstep: Class 37 contains 8125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874148.000000 Penalty: 21737.548828
Iteration 392Q: 37 clusters Score -3.587415e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18484 members 
Mstep: Class 10 contains 24874 members 
Mstep: Class 11 contains 4047 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38851 members 
Mstep: Class 14 contains 68499 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20415 members 
Mstep: Class 17 contains 1167 members 
Mstep: Class 18 contains 7369 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78651 members 
Mstep: Class 21 contains 10765 members 
Mstep: Class 22 contains 76981 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4121 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 43724 members 
Mstep: Class 30 contains 4811 members 
Mstep: Class 31 contains 40160 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16710 members 
Mstep: Class 35 contains 19801 members 
Mstep: Class 36 contains 80553 members 
Mstep: Class 37 contains 8186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874360.000000 Penalty: 21737.548828
Iteration 393Q: 37 clusters Score -3.587436e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18485 members 
Mstep: Class 10 contains 24914 members 
Mstep: Class 11 contains 3969 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38855 members 
Mstep: Class 14 contains 68498 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20416 members 
Mstep: Class 17 contains 1169 members 
Mstep: Class 18 contains 7461 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78506 members 
Mstep: Class 21 contains 10753 members 
Mstep: Class 22 contains 77428 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4126 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 43499 members 
Mstep: Class 30 contains 4803 members 
Mstep: Class 31 contains 40373 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16724 members 
Mstep: Class 35 contains 19681 members 
Mstep: Class 36 contains 80261 members 
Mstep: Class 37 contains 8248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874524.000000 Penalty: 21737.548828
Iteration 394Q: 37 clusters Score -3.587452e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 24939 members 
Mstep: Class 11 contains 3925 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38844 members 
Mstep: Class 14 contains 68495 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20416 members 
Mstep: Class 17 contains 1172 members 
Mstep: Class 18 contains 7549 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78268 members 
Mstep: Class 21 contains 10741 members 
Mstep: Class 22 contains 77831 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4133 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 43247 members 
Mstep: Class 30 contains 4799 members 
Mstep: Class 31 contains 40579 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16738 members 
Mstep: Class 35 contains 19522 members 
Mstep: Class 36 contains 80163 members 
Mstep: Class 37 contains 8321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874600.000000 Penalty: 21737.548828
Iteration 395Q: 37 clusters Score -3.58746e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 24970 members 
Mstep: Class 11 contains 3889 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38829 members 
Mstep: Class 14 contains 68495 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20416 members 
Mstep: Class 17 contains 1175 members 
Mstep: Class 18 contains 7593 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78039 members 
Mstep: Class 21 contains 10732 members 
Mstep: Class 22 contains 78100 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4144 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 42986 members 
Mstep: Class 30 contains 4792 members 
Mstep: Class 31 contains 40767 members 
Mstep: Class 32 contains 1418 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16739 members 
Mstep: Class 35 contains 19403 members 
Mstep: Class 36 contains 80206 members 
Mstep: Class 37 contains 8405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874776.000000 Penalty: 21737.548828
Iteration 396Q: 37 clusters Score -3.587478e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 25010 members 
Mstep: Class 11 contains 3873 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38813 members 
Mstep: Class 14 contains 68495 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20415 members 
Mstep: Class 17 contains 1175 members 
Mstep: Class 18 contains 7566 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 77821 members 
Mstep: Class 21 contains 10721 members 
Mstep: Class 22 contains 78181 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4148 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 42687 members 
Mstep: Class 30 contains 4791 members 
Mstep: Class 31 contains 40986 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16726 members 
Mstep: Class 35 contains 19343 members 
Mstep: Class 36 contains 80431 members 
Mstep: Class 37 contains 8498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874768.000000 Penalty: 21737.548828
Iteration 397Q: 37 clusters Score -3.587477e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 25031 members 
Mstep: Class 11 contains 3890 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38808 members 
Mstep: Class 14 contains 68492 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20415 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 7536 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 77720 members 
Mstep: Class 21 contains 10715 members 
Mstep: Class 22 contains 78117 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4150 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 42384 members 
Mstep: Class 30 contains 4781 members 
Mstep: Class 31 contains 41178 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16740 members 
Mstep: Class 35 contains 19269 members 
Mstep: Class 36 contains 80674 members 
Mstep: Class 37 contains 8605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874752.000000 Penalty: 21737.548828
Iteration 398Q: 37 clusters Score -3.587475e+07 nChanged 1035
Entering ConstructFrom: 
Score: -35874752.000000 Penalty: 21737.548828
Entering ConstructFrom: 
Trying to split cluster 1 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -74157.000000 Penalty: 320.780579
	Iteration 0F: 2 clusters Score -74157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -73248.734375 Penalty: 641.561157
	Iteration 0F: 3 clusters Score -73248.73 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -73527.570312 Penalty: 641.561157
	Iteration 1F: 3 clusters Score -73527.57 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -73583.117188 Penalty: 641.561157
	Iteration 2F: 3 clusters Score -73583.12 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -73630.601562 Penalty: 641.561157
	Iteration 3F: 3 clusters Score -73630.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -73661.375000 Penalty: 641.561157
	Iteration 4Q: 3 clusters Score -73661.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -73696.906250 Penalty: 641.561157
	Iteration 5Q: 3 clusters Score -73696.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -73744.726562 Penalty: 641.561157
	Iteration 6Q: 3 clusters Score -73744.73 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -73783.789062 Penalty: 641.561157
	Iteration 7Q: 3 clusters Score -73783.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -73817.070312 Penalty: 641.561157
	Iteration 8Q: 3 clusters Score -73817.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -73841.156250 Penalty: 641.561157
	Iteration 9Q: 3 clusters Score -73841.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -73855.648438 Penalty: 641.561157
	Iteration 10Q: 3 clusters Score -73855.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -73870.664062 Penalty: 641.561157
	Iteration 11Q: 3 clusters Score -73870.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -73879.859375 Penalty: 641.561157
	Iteration 12Q: 3 clusters Score -73879.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -73890.242188 Penalty: 641.561157
	Iteration 13Q: 3 clusters Score -73890.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -73895.656250 Penalty: 641.561157
	Iteration 14Q: 3 clusters Score -73895.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -73896.640625 Penalty: 641.561157
	Iteration 15Q: 3 clusters Score -73896.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -73897.484375 Penalty: 641.561157
	Iteration 16Q: 3 clusters Score -73897.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -73898.226562 Penalty: 641.561157
	Iteration 17Q: 3 clusters Score -73898.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -73898.226562 Penalty: 641.561157
	Iteration 18F: 3 clusters Score -73898.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -39295.179688 Penalty: 299.858704
	Iteration 0F: 2 clusters Score -39295.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -38675.304688 Penalty: 599.717407
	Iteration 0F: 3 clusters Score -38675.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -38908.550781 Penalty: 599.717407
	Iteration 1F: 3 clusters Score -38908.55 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -38947.203125 Penalty: 599.717407
	Iteration 2F: 3 clusters Score -38947.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -38969.710938 Penalty: 599.717407
	Iteration 3Q: 3 clusters Score -38969.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -38990.929688 Penalty: 599.717407
	Iteration 4Q: 3 clusters Score -38990.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -39015.179688 Penalty: 599.717407
	Iteration 5Q: 3 clusters Score -39015.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -39039.929688 Penalty: 599.717407
	Iteration 6Q: 3 clusters Score -39039.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -39062.550781 Penalty: 599.717407
	Iteration 7Q: 3 clusters Score -39062.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -39075.796875 Penalty: 599.717407
	Iteration 8Q: 3 clusters Score -39075.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -39089.812500 Penalty: 599.717407
	Iteration 9Q: 3 clusters Score -39089.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -39095.371094 Penalty: 599.717407
	Iteration 10Q: 3 clusters Score -39095.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -39096.253906 Penalty: 599.717407
	Iteration 11Q: 3 clusters Score -39096.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -39096.535156 Penalty: 599.717407
	Iteration 12Q: 3 clusters Score -39096.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -39096.925781 Penalty: 599.717407
	Iteration 13Q: 3 clusters Score -39096.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -39098.308594 Penalty: 599.717407
	Iteration 14Q: 3 clusters Score -39098.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -39099.304688 Penalty: 599.717407
	Iteration 15Q: 3 clusters Score -39099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -39099.804688 Penalty: 599.717407
	Iteration 16Q: 3 clusters Score -39099.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -39099.804688 Penalty: 599.717407
	Iteration 17F: 3 clusters Score -39099.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -6026.724609 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -6026.725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5820.998047 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -5820.998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5862.168457 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -5862.168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5869.313965 Penalty: 423.510376
	Iteration 2Q: 3 clusters Score -5869.314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5869.313965 Penalty: 423.510376
	Iteration 3F: 3 clusters Score -5869.314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -18102.992188 Penalty: 263.720612
	Iteration 0F: 2 clusters Score -18102.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17731.009766 Penalty: 527.441223
	Iteration 0F: 3 clusters Score -17731.01 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17822.056641 Penalty: 527.441223
	Iteration 1F: 3 clusters Score -17822.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17852.156250 Penalty: 527.441223
	Iteration 2F: 3 clusters Score -17852.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17867.576172 Penalty: 527.441223
	Iteration 3Q: 3 clusters Score -17867.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17872.996094 Penalty: 527.441223
	Iteration 4Q: 3 clusters Score -17873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17878.796875 Penalty: 527.441223
	Iteration 5Q: 3 clusters Score -17878.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17881.968750 Penalty: 527.441223
	Iteration 6Q: 3 clusters Score -17881.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -17882.376953 Penalty: 527.441223
	Iteration 7Q: 3 clusters Score -17882.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17883.392578 Penalty: 527.441223
	Iteration 8Q: 3 clusters Score -17883.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17883.392578 Penalty: 527.441223
	Iteration 9F: 3 clusters Score -17883.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -96600.843750 Penalty: 333.174225
	Iteration 0F: 2 clusters Score -96600.84 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 779 members 
Entering Unmasked Estep 
Score: -95478.273438 Penalty: 666.348450
	Iteration 0F: 3 clusters Score -95478.27 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -95802.804688 Penalty: 666.348450
	Iteration 1F: 3 clusters Score -95802.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -95870.781250 Penalty: 666.348450
	Iteration 2F: 3 clusters Score -95870.78 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -95940.046875 Penalty: 666.348450
	Iteration 3F: 3 clusters Score -95940.05 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -95996.921875 Penalty: 666.348450
	Iteration 4F: 3 clusters Score -95996.92 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -96053.515625 Penalty: 666.348450
	Iteration 5F: 3 clusters Score -96053.52 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -96111.328125 Penalty: 666.348450
	Iteration 6Q: 3 clusters Score -96111.33 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -96167.625000 Penalty: 666.348450
	Iteration 7Q: 3 clusters Score -96167.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -96200.601562 Penalty: 666.348450
	Iteration 8Q: 3 clusters Score -96200.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -96229.625000 Penalty: 666.348450
	Iteration 9Q: 3 clusters Score -96229.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -96261.507812 Penalty: 666.348450
	Iteration 10Q: 3 clusters Score -96261.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -96275.546875 Penalty: 666.348450
	Iteration 11Q: 3 clusters Score -96275.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -96282.648438 Penalty: 666.348450
	Iteration 12Q: 3 clusters Score -96282.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -96285.843750 Penalty: 666.348450
	Iteration 13Q: 3 clusters Score -96285.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -96291.046875 Penalty: 666.348450
	Iteration 14Q: 3 clusters Score -96291.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -96293.257812 Penalty: 666.348450
	Iteration 15Q: 3 clusters Score -96293.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -96299.601562 Penalty: 666.348450
	Iteration 16Q: 3 clusters Score -96299.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -96307.101562 Penalty: 666.348450
	Iteration 17Q: 3 clusters Score -96307.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -96310.734375 Penalty: 666.348450
	Iteration 18Q: 3 clusters Score -96310.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -96314.140625 Penalty: 666.348450
	Iteration 19Q: 3 clusters Score -96314.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -96317.281250 Penalty: 666.348450
	Iteration 20F: 3 clusters Score -96317.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -96319.781250 Penalty: 666.348450
	Iteration 21Q: 3 clusters Score -96319.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -96320.710938 Penalty: 666.348450
	Iteration 22Q: 3 clusters Score -96320.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -96321.750000 Penalty: 666.348450
	Iteration 23Q: 3 clusters Score -96321.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -96323.742188 Penalty: 666.348450
	Iteration 24Q: 3 clusters Score -96323.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -96325.773438 Penalty: 666.348450
	Iteration 25Q: 3 clusters Score -96325.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -96325.929688 Penalty: 666.348450
	Iteration 26Q: 3 clusters Score -96325.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -96325.929688 Penalty: 666.348450
	Iteration 27F: 3 clusters Score -96325.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -20667.675781 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -20667.68 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 184 members 
Entering Unmasked Estep 
Score: -20270.431641 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -20270.43 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20360.714844 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -20360.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20382.425781 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -20382.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20400.005859 Penalty: 532.550415
	Iteration 3Q: 3 clusters Score -20400.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20410.691406 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -20410.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20415.443359 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -20415.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20416.679688 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -20416.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20416.888672 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -20416.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20417.306641 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -20417.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20417.648438 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -20417.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20417.894531 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -20417.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20417.988281 Penalty: 532.550415
	Iteration 11Q: 3 clusters Score -20417.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20417.988281 Penalty: 532.550415
	Iteration 12F: 3 clusters Score -20417.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Entering Unmasked Estep 
Score: -224458.250000 Penalty: 376.552795
	Iteration 0F: 2 clusters Score -224458.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -221785.468750 Penalty: 753.105591
	Iteration 0F: 3 clusters Score -221785.5 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -222873.328125 Penalty: 753.105591
	Iteration 1F: 3 clusters Score -222873.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -223072.890625 Penalty: 753.105591
	Iteration 2F: 3 clusters Score -223072.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -223255.187500 Penalty: 753.105591
	Iteration 3F: 3 clusters Score -223255.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -223442.750000 Penalty: 753.105591
	Iteration 4F: 3 clusters Score -223442.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -223598.828125 Penalty: 753.105591
	Iteration 5F: 3 clusters Score -223598.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -223688.015625 Penalty: 753.105591
	Iteration 6Q: 3 clusters Score -223688 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -223738.796875 Penalty: 753.105591
	Iteration 7Q: 3 clusters Score -223738.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -223766.765625 Penalty: 753.105591
	Iteration 8Q: 3 clusters Score -223766.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -223778.234375 Penalty: 753.105591
	Iteration 9Q: 3 clusters Score -223778.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -223784.718750 Penalty: 753.105591
	Iteration 10Q: 3 clusters Score -223784.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -223791.890625 Penalty: 753.105591
	Iteration 11Q: 3 clusters Score -223791.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -223795.812500 Penalty: 753.105591
	Iteration 12Q: 3 clusters Score -223795.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -223799.843750 Penalty: 753.105591
	Iteration 13Q: 3 clusters Score -223799.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -223804.468750 Penalty: 753.105591
	Iteration 14Q: 3 clusters Score -223804.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -223808.968750 Penalty: 753.105591
	Iteration 15Q: 3 clusters Score -223809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -223811.843750 Penalty: 753.105591
	Iteration 16Q: 3 clusters Score -223811.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -223813.484375 Penalty: 753.105591
	Iteration 17Q: 3 clusters Score -223813.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -223816.765625 Penalty: 753.105591
	Iteration 18Q: 3 clusters Score -223816.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -223819.625000 Penalty: 753.105591
	Iteration 19Q: 3 clusters Score -223819.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -223823.468750 Penalty: 753.105591
	Iteration 20F: 3 clusters Score -223823.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -223826.562500 Penalty: 753.105591
	Iteration 21Q: 3 clusters Score -223826.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -223832.125000 Penalty: 753.105591
	Iteration 22Q: 3 clusters Score -223832.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -223837.578125 Penalty: 753.105591
	Iteration 23Q: 3 clusters Score -223837.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -223841.140625 Penalty: 753.105591
	Iteration 24Q: 3 clusters Score -223841.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -223842.906250 Penalty: 753.105591
	Iteration 25Q: 3 clusters Score -223842.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -223845.281250 Penalty: 753.105591
	Iteration 26Q: 3 clusters Score -223845.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -223846.328125 Penalty: 753.105591
	Iteration 27Q: 3 clusters Score -223846.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -223847.437500 Penalty: 753.105591
	Iteration 28Q: 3 clusters Score -223847.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -223848.359375 Penalty: 753.105591
	Iteration 29Q: 3 clusters Score -223848.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -223849.281250 Penalty: 753.105591
	Iteration 30Q: 3 clusters Score -223849.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -223850.156250 Penalty: 753.105591
	Iteration 31Q: 3 clusters Score -223850.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -223849.953125 Penalty: 753.105591
	Iteration 32Q: 3 clusters Score -223850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -223850.562500 Penalty: 753.105591
	Iteration 33Q: 3 clusters Score -223850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -223850.750000 Penalty: 753.105591
	Iteration 34Q: 3 clusters Score -223850.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -223850.593750 Penalty: 753.105591
	Iteration 35Q: 3 clusters Score -223850.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -223851.218750 Penalty: 753.105591
	Iteration 36Q: 3 clusters Score -223851.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -223850.828125 Penalty: 753.105591
	Iteration 37Q: 3 clusters Score -223850.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -223851.156250 Penalty: 753.105591
	Iteration 38Q: 3 clusters Score -223851.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -223850.984375 Penalty: 753.105591
	Iteration 39Q: 3 clusters Score -223851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -223851.203125 Penalty: 753.105591
	Iteration 40F: 3 clusters Score -223851.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -223851.875000 Penalty: 753.105591
	Iteration 41Q: 3 clusters Score -223851.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -223852.656250 Penalty: 753.105591
	Iteration 42Q: 3 clusters Score -223852.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -223852.656250 Penalty: 753.105591
	Iteration 43Q: 3 clusters Score -223852.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -223852.437500 Penalty: 753.105591
	Iteration 44Q: 3 clusters Score -223852.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -223853.015625 Penalty: 753.105591
	Iteration 45Q: 3 clusters Score -223853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -223853.234375 Penalty: 753.105591
	Iteration 46Q: 3 clusters Score -223853.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -223853.234375 Penalty: 753.105591
	Iteration 47F: 3 clusters Score -223853.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -15628.137695 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -15628.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15305.381836 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -15305.38 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15381.998047 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -15382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15409.667969 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -15409.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15422.278320 Penalty: 505.671356
	Iteration 3Q: 3 clusters Score -15422.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15425.850586 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -15425.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15427.728516 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -15427.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15427.728516 Penalty: 505.671356
	Iteration 6F: 3 clusters Score -15427.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Entering Unmasked Estep 
Score: -1152790.625000 Penalty: 447.026978
	Iteration 0F: 2 clusters Score -1152791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1140451.000000 Penalty: 894.053955
	Iteration 0F: 3 clusters Score -1140451 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1145467.750000 Penalty: 894.053955
	Iteration 1F: 3 clusters Score -1145468 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1145749.875000 Penalty: 894.053955
	Iteration 2Q: 3 clusters Score -1145750 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1146137.125000 Penalty: 894.053955
	Iteration 3F: 3 clusters Score -1146137 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1146654.250000 Penalty: 894.053955
	Iteration 4F: 3 clusters Score -1146654 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1147326.750000 Penalty: 894.053955
	Iteration 5F: 3 clusters Score -1147327 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1148040.750000 Penalty: 894.053955
	Iteration 6F: 3 clusters Score -1148041 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1148787.000000 Penalty: 894.053955
	Iteration 7F: 3 clusters Score -1148787 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1149633.500000 Penalty: 894.053955
	Iteration 8F: 3 clusters Score -1149634 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1150468.250000 Penalty: 894.053955
	Iteration 9F: 3 clusters Score -1150468 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1151152.750000 Penalty: 894.053955
	Iteration 10Q: 3 clusters Score -1151153 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1151671.375000 Penalty: 894.053955
	Iteration 11Q: 3 clusters Score -1151671 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1152007.750000 Penalty: 894.053955
	Iteration 12Q: 3 clusters Score -1152008 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1152184.750000 Penalty: 894.053955
	Iteration 13Q: 3 clusters Score -1152185 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1152285.750000 Penalty: 894.053955
	Iteration 14Q: 3 clusters Score -1152286 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1152347.375000 Penalty: 894.053955
	Iteration 15Q: 3 clusters Score -1152347 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1152380.000000 Penalty: 894.053955
	Iteration 16Q: 3 clusters Score -1152380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1152395.500000 Penalty: 894.053955
	Iteration 17Q: 3 clusters Score -1152396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1152410.625000 Penalty: 894.053955
	Iteration 18Q: 3 clusters Score -1152411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1152421.750000 Penalty: 894.053955
	Iteration 19Q: 3 clusters Score -1152422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1152429.250000 Penalty: 894.053955
	Iteration 20F: 3 clusters Score -1152429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1152432.375000 Penalty: 894.053955
	Iteration 21Q: 3 clusters Score -1152432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1152435.000000 Penalty: 894.053955
	Iteration 22Q: 3 clusters Score -1152435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1152434.250000 Penalty: 894.053955
	Iteration 23Q: 3 clusters Score -1152434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1152434.250000 Penalty: 894.053955
	Iteration 24Q: 3 clusters Score -1152434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1152434.125000 Penalty: 894.053955
	Iteration 25Q: 3 clusters Score -1152434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1152434.500000 Penalty: 894.053955
	Iteration 26Q: 3 clusters Score -1152434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1152434.500000 Penalty: 894.053955
	Iteration 27F: 3 clusters Score -1152434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Entering Unmasked Estep 
Score: -1650420.125000 Penalty: 460.858063
	Iteration 0F: 2 clusters Score -1650420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1633744.375000 Penalty: 921.716125
	Iteration 0F: 3 clusters Score -1633744 nChanged 11887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1640460.000000 Penalty: 921.716125
	Iteration 1F: 3 clusters Score -1640460 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1640652.000000 Penalty: 921.716125
	Iteration 2Q: 3 clusters Score -1640652 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1640865.625000 Penalty: 921.716125
	Iteration 3Q: 3 clusters Score -1640866 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1641092.750000 Penalty: 921.716125
	Iteration 4Q: 3 clusters Score -1641093 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1641420.000000 Penalty: 921.716125
	Iteration 5Q: 3 clusters Score -1641420 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1641918.500000 Penalty: 921.716125
	Iteration 6Q: 3 clusters Score -1641918 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1642579.000000 Penalty: 921.716125
	Iteration 7Q: 3 clusters Score -1642579 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1643539.625000 Penalty: 921.716125
	Iteration 8F: 3 clusters Score -1643540 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1644615.125000 Penalty: 921.716125
	Iteration 9F: 3 clusters Score -1644615 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1645228.500000 Penalty: 921.716125
	Iteration 10F: 3 clusters Score -1645228 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1645416.375000 Penalty: 921.716125
	Iteration 11Q: 3 clusters Score -1645416 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1645461.375000 Penalty: 921.716125
	Iteration 12Q: 3 clusters Score -1645461 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1645476.875000 Penalty: 921.716125
	Iteration 13Q: 3 clusters Score -1645477 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1645495.625000 Penalty: 921.716125
	Iteration 14Q: 3 clusters Score -1645496 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1645501.875000 Penalty: 921.716125
	Iteration 15Q: 3 clusters Score -1645502 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1645512.500000 Penalty: 921.716125
	Iteration 16Q: 3 clusters Score -1645512 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1645521.125000 Penalty: 921.716125
	Iteration 17Q: 3 clusters Score -1645521 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1645527.750000 Penalty: 921.716125
	Iteration 18Q: 3 clusters Score -1645528 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1645539.500000 Penalty: 921.716125
	Iteration 19Q: 3 clusters Score -1645540 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1645542.500000 Penalty: 921.716125
	Iteration 20F: 3 clusters Score -1645542 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1645550.750000 Penalty: 921.716125
	Iteration 21Q: 3 clusters Score -1645551 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1645566.250000 Penalty: 921.716125
	Iteration 22Q: 3 clusters Score -1645566 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1645572.500000 Penalty: 921.716125
	Iteration 23Q: 3 clusters Score -1645572 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1645585.750000 Penalty: 921.716125
	Iteration 24Q: 3 clusters Score -1645586 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1645590.375000 Penalty: 921.716125
	Iteration 25Q: 3 clusters Score -1645590 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1645601.875000 Penalty: 921.716125
	Iteration 26Q: 3 clusters Score -1645602 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1645612.750000 Penalty: 921.716125
	Iteration 27Q: 3 clusters Score -1645613 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1645627.625000 Penalty: 921.716125
	Iteration 28Q: 3 clusters Score -1645628 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1645643.500000 Penalty: 921.716125
	Iteration 29Q: 3 clusters Score -1645644 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1645661.000000 Penalty: 921.716125
	Iteration 30Q: 3 clusters Score -1645661 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1645680.250000 Penalty: 921.716125
	Iteration 31Q: 3 clusters Score -1645680 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1645704.250000 Penalty: 921.716125
	Iteration 32Q: 3 clusters Score -1645704 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1645726.625000 Penalty: 921.716125
	Iteration 33Q: 3 clusters Score -1645727 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1645745.125000 Penalty: 921.716125
	Iteration 34Q: 3 clusters Score -1645745 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1645774.375000 Penalty: 921.716125
	Iteration 35Q: 3 clusters Score -1645774 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1645790.625000 Penalty: 921.716125
	Iteration 36Q: 3 clusters Score -1645791 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1645816.625000 Penalty: 921.716125
	Iteration 37Q: 3 clusters Score -1645817 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1645853.000000 Penalty: 921.716125
	Iteration 38Q: 3 clusters Score -1645853 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1645885.500000 Penalty: 921.716125
	Iteration 39Q: 3 clusters Score -1645886 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1645938.500000 Penalty: 921.716125
	Iteration 40F: 3 clusters Score -1645938 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1645989 nChanged 267
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1646070.500000 Penalty: 921.716125
	Iteration 42Q: 3 clusters Score -1646070 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1646169.375000 Penalty: 921.716125
	Iteration 43Q: 3 clusters Score -1646169 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1646290.000000 Penalty: 921.716125
	Iteration 44Q: 3 clusters Score -1646290 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1646401.625000 Penalty: 921.716125
	Iteration 45Q: 3 clusters Score -1646402 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1646535.125000 Penalty: 921.716125
	Iteration 46Q: 3 clusters Score -1646535 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1646684.875000 Penalty: 921.716125
	Iteration 47Q: 3 clusters Score -1646685 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1646855.500000 Penalty: 921.716125
	Iteration 48Q: 3 clusters Score -1646856 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1647046.000000 Penalty: 921.716125
	Iteration 49Q: 3 clusters Score -1647046 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1647237.875000 Penalty: 921.716125
	Iteration 50Q: 3 clusters Score -1647238 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1647428.375000 Penalty: 921.716125
	Iteration 51Q: 3 clusters Score -1647428 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1647617.125000 Penalty: 921.716125
	Iteration 52Q: 3 clusters Score -1647617 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1647786.750000 Penalty: 921.716125
	Iteration 53Q: 3 clusters Score -1647787 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1647959 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1648122.500000 Penalty: 921.716125
	Iteration 55Q: 3 clusters Score -1648122 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1648279.375000 Penalty: 921.716125
	Iteration 56Q: 3 clusters Score -1648279 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1648432.625000 Penalty: 921.716125
	Iteration 57Q: 3 clusters Score -1648433 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1648560.625000 Penalty: 921.716125
	Iteration 58Q: 3 clusters Score -1648561 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1648684.875000 Penalty: 921.716125
	Iteration 59Q: 3 clusters Score -1648685 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1648815.250000 Penalty: 921.716125
	Iteration 60F: 3 clusters Score -1648815 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1648938.750000 Penalty: 921.716125
	Iteration 61Q: 3 clusters Score -1648939 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1649058.875000 Penalty: 921.716125
	Iteration 62Q: 3 clusters Score -1649059 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1649147.500000 Penalty: 921.716125
	Iteration 63Q: 3 clusters Score -1649148 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1649222.250000 Penalty: 921.716125
	Iteration 64Q: 3 clusters Score -1649222 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1649298.000000 Penalty: 921.716125
	Iteration 65Q: 3 clusters Score -1649298 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1649369.875000 Penalty: 921.716125
	Iteration 66Q: 3 clusters Score -1649370 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1649425.000000 Penalty: 921.716125
	Iteration 67Q: 3 clusters Score -1649425 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1649465.250000 Penalty: 921.716125
	Iteration 68Q: 3 clusters Score -1649465 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1649497.500000 Penalty: 921.716125
	Iteration 69Q: 3 clusters Score -1649498 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1649526.125000 Penalty: 921.716125
	Iteration 70Q: 3 clusters Score -1649526 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1649559.000000 Penalty: 921.716125
	Iteration 71Q: 3 clusters Score -1649559 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1649599.500000 Penalty: 921.716125
	Iteration 72Q: 3 clusters Score -1649600 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1649639.625000 Penalty: 921.716125
	Iteration 73Q: 3 clusters Score -1649640 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1649675.750000 Penalty: 921.716125
	Iteration 74Q: 3 clusters Score -1649676 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1649715.500000 Penalty: 921.716125
	Iteration 75Q: 3 clusters Score -1649716 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1649760.375000 Penalty: 921.716125
	Iteration 76Q: 3 clusters Score -1649760 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1649793.250000 Penalty: 921.716125
	Iteration 77Q: 3 clusters Score -1649793 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1649820.375000 Penalty: 921.716125
	Iteration 78Q: 3 clusters Score -1649820 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1649845.750000 Penalty: 921.716125
	Iteration 79Q: 3 clusters Score -1649846 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1649853.625000 Penalty: 921.716125
	Iteration 80F: 3 clusters Score -1649854 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1649866.500000 Penalty: 921.716125
	Iteration 81Q: 3 clusters Score -1649866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1649875.000000 Penalty: 921.716125
	Iteration 82Q: 3 clusters Score -1649875 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1649882.625000 Penalty: 921.716125
	Iteration 83Q: 3 clusters Score -1649883 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1649884.875000 Penalty: 921.716125
	Iteration 84Q: 3 clusters Score -1649885 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1649897.750000 Penalty: 921.716125
	Iteration 85Q: 3 clusters Score -1649898 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1649909.875000 Penalty: 921.716125
	Iteration 86Q: 3 clusters Score -1649910 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1649918.625000 Penalty: 921.716125
	Iteration 87Q: 3 clusters Score -1649919 nChanged 46
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Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1649926.625000 Penalty: 921.716125
	Iteration 88Q: 3 clusters Score -1649927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1649932.750000 Penalty: 921.716125
	Iteration 89Q: 3 clusters Score -1649933 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1649940.375000 Penalty: 921.716125
	Iteration 90Q: 3 clusters Score -1649940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1649939.000000 Penalty: 921.716125
	Iteration 91Q: 3 clusters Score -1649939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1649940.625000 Penalty: 921.716125
	Iteration 92Q: 3 clusters Score -1649941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1649940.875000 Penalty: 921.716125
	Iteration 93Q: 3 clusters Score -1649941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1649941.875000 Penalty: 921.716125
	Iteration 94Q: 3 clusters Score -1649942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1649944.125000 Penalty: 921.716125
	Iteration 95Q: 3 clusters Score -1649944 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1649941.125000 Penalty: 921.716125
	Iteration 96Q: 3 clusters Score -1649941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1649942.125000 Penalty: 921.716125
	Iteration 97Q: 3 clusters Score -1649942 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1649942.250000 Penalty: 921.716125
	Iteration 98Q: 3 clusters Score -1649942 nChanged 4
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Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1649942.125000 Penalty: 921.716125
	Iteration 99Q: 3 clusters Score -1649942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1649942.750000 Penalty: 921.716125
	Iteration 100F: 3 clusters Score -1649943 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1649942.500000 Penalty: 921.716125
	Iteration 101Q: 3 clusters Score -1649942 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1649944.875000 Penalty: 921.716125
	Iteration 102Q: 3 clusters Score -1649945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1649947.625000 Penalty: 921.716125
	Iteration 103Q: 3 clusters Score -1649948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1649946.250000 Penalty: 921.716125
	Iteration 104Q: 3 clusters Score -1649946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1649946.750000 Penalty: 921.716125
	Iteration 105Q: 3 clusters Score -1649947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1649944.875000 Penalty: 921.716125
	Iteration 106Q: 3 clusters Score -1649945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1649945.500000 Penalty: 921.716125
	Iteration 107Q: 3 clusters Score -1649946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1649944.750000 Penalty: 921.716125
	Iteration 108Q: 3 clusters Score -1649945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1649942.125000 Penalty: 921.716125
	Iteration 109Q: 3 clusters Score -1649942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1649942.500000 Penalty: 921.716125
	Iteration 110Q: 3 clusters Score -1649942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1649941.500000 Penalty: 921.716125
	Iteration 111Q: 3 clusters Score -1649942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1649941.500000 Penalty: 921.716125
	Iteration 112F: 3 clusters Score -1649942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Entering Unmasked Estep 
Score: -263245.750000 Penalty: 375.474457
	Iteration 0F: 2 clusters Score -263245.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -260626.156250 Penalty: 750.948914
	Iteration 0F: 3 clusters Score -260626.2 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -261548.812500 Penalty: 750.948914
	Iteration 1F: 3 clusters Score -261548.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -261653.562500 Penalty: 750.948914
	Iteration 2F: 3 clusters Score -261653.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -261740.828125 Penalty: 750.948914
	Iteration 3F: 3 clusters Score -261740.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -261810.562500 Penalty: 750.948914
	Iteration 4Q: 3 clusters Score -261810.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -261859.000000 Penalty: 750.948914
	Iteration 5Q: 3 clusters Score -261859 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -261917.687500 Penalty: 750.948914
	Iteration 6Q: 3 clusters Score -261917.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -262005.593750 Penalty: 750.948914
	Iteration 7Q: 3 clusters Score -262005.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -262114.187500 Penalty: 750.948914
	Iteration 8Q: 3 clusters Score -262114.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -262209.093750 Penalty: 750.948914
	Iteration 9Q: 3 clusters Score -262209.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -262295.218750 Penalty: 750.948914
	Iteration 10Q: 3 clusters Score -262295.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -262348.968750 Penalty: 750.948914
	Iteration 11Q: 3 clusters Score -262349 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -262410.031250 Penalty: 750.948914
	Iteration 12Q: 3 clusters Score -262410 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -262465.531250 Penalty: 750.948914
	Iteration 13Q: 3 clusters Score -262465.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -262505.156250 Penalty: 750.948914
	Iteration 14Q: 3 clusters Score -262505.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -262545.812500 Penalty: 750.948914
	Iteration 15Q: 3 clusters Score -262545.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -262583.468750 Penalty: 750.948914
	Iteration 16Q: 3 clusters Score -262583.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -262619.687500 Penalty: 750.948914
	Iteration 17Q: 3 clusters Score -262619.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -262654.343750 Penalty: 750.948914
	Iteration 18Q: 3 clusters Score -262654.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -262687.187500 Penalty: 750.948914
	Iteration 19Q: 3 clusters Score -262687.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -262709.125000 Penalty: 750.948914
	Iteration 20F: 3 clusters Score -262709.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -262721.843750 Penalty: 750.948914
	Iteration 21Q: 3 clusters Score -262721.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -262744.250000 Penalty: 750.948914
	Iteration 22Q: 3 clusters Score -262744.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -262767.718750 Penalty: 750.948914
	Iteration 23Q: 3 clusters Score -262767.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -262795.562500 Penalty: 750.948914
	Iteration 24Q: 3 clusters Score -262795.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -262821.250000 Penalty: 750.948914
	Iteration 25Q: 3 clusters Score -262821.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -262852.031250 Penalty: 750.948914
	Iteration 26Q: 3 clusters Score -262852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -262875.000000 Penalty: 750.948914
	Iteration 27Q: 3 clusters Score -262875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -262886.156250 Penalty: 750.948914
	Iteration 28Q: 3 clusters Score -262886.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -262895.406250 Penalty: 750.948914
	Iteration 29Q: 3 clusters Score -262895.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -262897.781250 Penalty: 750.948914
	Iteration 30Q: 3 clusters Score -262897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -262898.531250 Penalty: 750.948914
	Iteration 31Q: 3 clusters Score -262898.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -262899.125000 Penalty: 750.948914
	Iteration 32Q: 3 clusters Score -262899.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -262899.125000 Penalty: 750.948914
	Iteration 33F: 3 clusters Score -262899.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -14210.216797 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -14210.22 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 129 members 
Entering Unmasked Estep 
Score: -13872.302734 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -13872.3 nChanged 89
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: -13983.461914 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -13983.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14012.654297 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -14012.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14036.105469 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -14036.11 nChanged 11
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: -14052.019531 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -14052.02 nChanged 6
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: -14068.026367 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -14068.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14071.891602 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -14071.89 nChanged 1
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: -14072.751953 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -14072.75 nChanged 0
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: -14072.751953 Penalty: 510.127991
	Iteration 8F: 3 clusters Score -14072.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Entering Unmasked Estep 
Score: -2341317.000000 Penalty: 480.784424
	Iteration 0F: 2 clusters Score -2341317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2315360.500000 Penalty: 961.568848
	Iteration 0F: 3 clusters Score -2315360 nChanged 18708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2326019.000000 Penalty: 961.568848
	Iteration 1F: 3 clusters Score -2326019 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2326279.000000 Penalty: 961.568848
	Iteration 2Q: 3 clusters Score -2326279 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2326654.500000 Penalty: 961.568848
	Iteration 3Q: 3 clusters Score -2326654 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2327294.500000 Penalty: 961.568848
	Iteration 4Q: 3 clusters Score -2327294 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2328355.000000 Penalty: 961.568848
	Iteration 5Q: 3 clusters Score -2328355 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2330155.500000 Penalty: 961.568848
	Iteration 6F: 3 clusters Score -2330156 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2332534.250000 Penalty: 961.568848
	Iteration 7F: 3 clusters Score -2332534 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2334406.000000 Penalty: 961.568848
	Iteration 8F: 3 clusters Score -2334406 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2335422.750000 Penalty: 961.568848
	Iteration 9Q: 3 clusters Score -2335423 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2335947.750000 Penalty: 961.568848
	Iteration 10Q: 3 clusters Score -2335948 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2336369.000000 Penalty: 961.568848
	Iteration 11Q: 3 clusters Score -2336369 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2336765.750000 Penalty: 961.568848
	Iteration 12Q: 3 clusters Score -2336766 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2337155.750000 Penalty: 961.568848
	Iteration 13Q: 3 clusters Score -2337156 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2337557.750000 Penalty: 961.568848
	Iteration 14Q: 3 clusters Score -2337558 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2338015.250000 Penalty: 961.568848
	Iteration 15Q: 3 clusters Score -2338015 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2338476.000000 Penalty: 961.568848
	Iteration 16Q: 3 clusters Score -2338476 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2338951.750000 Penalty: 961.568848
	Iteration 17Q: 3 clusters Score -2338952 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2339400.750000 Penalty: 961.568848
	Iteration 18Q: 3 clusters Score -2339401 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2339838.000000 Penalty: 961.568848
	Iteration 19Q: 3 clusters Score -2339838 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2340160.250000 Penalty: 961.568848
	Iteration 20F: 3 clusters Score -2340160 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2340384.000000 Penalty: 961.568848
	Iteration 21Q: 3 clusters Score -2340384 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2340549.750000 Penalty: 961.568848
	Iteration 22Q: 3 clusters Score -2340550 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2340668.750000 Penalty: 961.568848
	Iteration 23Q: 3 clusters Score -2340669 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2340735.750000 Penalty: 961.568848
	Iteration 24Q: 3 clusters Score -2340736 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2340795.750000 Penalty: 961.568848
	Iteration 25Q: 3 clusters Score -2340796 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2340835.000000 Penalty: 961.568848
	Iteration 26Q: 3 clusters Score -2340835 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2340856.750000 Penalty: 961.568848
	Iteration 27Q: 3 clusters Score -2340857 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2340875.000000 Penalty: 961.568848
	Iteration 28Q: 3 clusters Score -2340875 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2340899.500000 Penalty: 961.568848
	Iteration 29Q: 3 clusters Score -2340900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2340903.000000 Penalty: 961.568848
	Iteration 30Q: 3 clusters Score -2340903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2340909.750000 Penalty: 961.568848
	Iteration 31Q: 3 clusters Score -2340910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2340925.250000 Penalty: 961.568848
	Iteration 32Q: 3 clusters Score -2340925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2340934.000000 Penalty: 961.568848
	Iteration 33Q: 3 clusters Score -2340934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2340936.000000 Penalty: 961.568848
	Iteration 34Q: 3 clusters Score -2340936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2340937.750000 Penalty: 961.568848
	Iteration 35Q: 3 clusters Score -2340938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2340941.250000 Penalty: 961.568848
	Iteration 36Q: 3 clusters Score -2340941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2340942.750000 Penalty: 961.568848
	Iteration 37Q: 3 clusters Score -2340943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2340946.000000 Penalty: 961.568848
	Iteration 38Q: 3 clusters Score -2340946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2340946.250000 Penalty: 961.568848
	Iteration 39Q: 3 clusters Score -2340946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2340947.500000 Penalty: 961.568848
	Iteration 40F: 3 clusters Score -2340948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2340950.250000 Penalty: 961.568848
	Iteration 41Q: 3 clusters Score -2340950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2340951.500000 Penalty: 961.568848
	Iteration 42Q: 3 clusters Score -2340952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2340950.250000 Penalty: 961.568848
	Iteration 43Q: 3 clusters Score -2340950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2340952.750000 Penalty: 961.568848
	Iteration 44Q: 3 clusters Score -2340953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2340953.500000 Penalty: 961.568848
	Iteration 45Q: 3 clusters Score -2340954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2340957.500000 Penalty: 961.568848
	Iteration 46Q: 3 clusters Score -2340958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2340955.500000 Penalty: 961.568848
	Iteration 47Q: 3 clusters Score -2340956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2340958.750000 Penalty: 961.568848
	Iteration 48Q: 3 clusters Score -2340959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2340960.750000 Penalty: 961.568848
	Iteration 49Q: 3 clusters Score -2340961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2340961.750000 Penalty: 961.568848
	Iteration 50Q: 3 clusters Score -2340962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2340965.000000 Penalty: 961.568848
	Iteration 51Q: 3 clusters Score -2340965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2340965.000000 Penalty: 961.568848
	Iteration 52Q: 3 clusters Score -2340965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2340965.000000 Penalty: 961.568848
	Iteration 53Q: 3 clusters Score -2340965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2340966.250000 Penalty: 961.568848
	Iteration 54Q: 3 clusters Score -2340966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2340967.000000 Penalty: 961.568848
	Iteration 55Q: 3 clusters Score -2340967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2340967.000000 Penalty: 961.568848
	Iteration 56F: 3 clusters Score -2340967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (68487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68487 members 
Entering Unmasked Estep 
Score: -4079890.500000 Penalty: 506.615173
	Iteration 0F: 2 clusters Score -4079890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -4033822.500000 Penalty: 1013.230347
	Iteration 0F: 3 clusters Score -4033822 nChanged 33244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -4054215.000000 Penalty: 1013.230347
	Iteration 1F: 3 clusters Score -4054215 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -4055551.000000 Penalty: 1013.230347
	Iteration 2Q: 3 clusters Score -4055551 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -4057457.250000 Penalty: 1013.230347
	Iteration 3F: 3 clusters Score -4057457 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -4059681.250000 Penalty: 1013.230347
	Iteration 4F: 3 clusters Score -4059681 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -4062328.500000 Penalty: 1013.230347
	Iteration 5F: 3 clusters Score -4062328 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -4065406.000000 Penalty: 1013.230347
	Iteration 6F: 3 clusters Score -4065406 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -4067983.750000 Penalty: 1013.230347
	Iteration 7F: 3 clusters Score -4067984 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -4069510.000000 Penalty: 1013.230347
	Iteration 8Q: 3 clusters Score -4069510 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -4070133.000000 Penalty: 1013.230347
	Iteration 9Q: 3 clusters Score -4070133 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -4070441.250000 Penalty: 1013.230347
	Iteration 10Q: 3 clusters Score -4070441 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -4070674.500000 Penalty: 1013.230347
	Iteration 11Q: 3 clusters Score -4070674 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -4070880.750000 Penalty: 1013.230347
	Iteration 12Q: 3 clusters Score -4070881 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -4071074.250000 Penalty: 1013.230347
	Iteration 13Q: 3 clusters Score -4071074 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -4071257.500000 Penalty: 1013.230347
	Iteration 14Q: 3 clusters Score -4071258 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -4071438.750000 Penalty: 1013.230347
	Iteration 15Q: 3 clusters Score -4071439 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -4071610.500000 Penalty: 1013.230347
	Iteration 16Q: 3 clusters Score -4071610 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -4071759.000000 Penalty: 1013.230347
	Iteration 17Q: 3 clusters Score -4071759 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -4071897.750000 Penalty: 1013.230347
	Iteration 18Q: 3 clusters Score -4071898 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -4072068.500000 Penalty: 1013.230347
	Iteration 19Q: 3 clusters Score -4072068 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -4072221.500000 Penalty: 1013.230347
	Iteration 20F: 3 clusters Score -4072222 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -4072354.250000 Penalty: 1013.230347
	Iteration 21Q: 3 clusters Score -4072354 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -4072478.000000 Penalty: 1013.230347
	Iteration 22Q: 3 clusters Score -4072478 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -4072573.500000 Penalty: 1013.230347
	Iteration 23Q: 3 clusters Score -4072574 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -4072648.250000 Penalty: 1013.230347
	Iteration 24Q: 3 clusters Score -4072648 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -4072718.750000 Penalty: 1013.230347
	Iteration 25Q: 3 clusters Score -4072719 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -4072795.750000 Penalty: 1013.230347
	Iteration 26Q: 3 clusters Score -4072796 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -4072850.750000 Penalty: 1013.230347
	Iteration 27Q: 3 clusters Score -4072851 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -4072914.750000 Penalty: 1013.230347
	Iteration 28Q: 3 clusters Score -4072915 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -4072981.000000 Penalty: 1013.230347
	Iteration 29Q: 3 clusters Score -4072981 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -4073047.750000 Penalty: 1013.230347
	Iteration 30Q: 3 clusters Score -4073048 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -4073132.750000 Penalty: 1013.230347
	Iteration 31Q: 3 clusters Score -4073133 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -4073206.750000 Penalty: 1013.230347
	Iteration 32Q: 3 clusters Score -4073207 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -4073266.750000 Penalty: 1013.230347
	Iteration 33Q: 3 clusters Score -4073267 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -4073373.500000 Penalty: 1013.230347
	Iteration 34Q: 3 clusters Score -4073374 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -4073473.000000 Penalty: 1013.230347
	Iteration 35Q: 3 clusters Score -4073473 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -4073599.000000 Penalty: 1013.230347
	Iteration 36Q: 3 clusters Score -4073599 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -4073705.500000 Penalty: 1013.230347
	Iteration 37Q: 3 clusters Score -4073706 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -4073820.500000 Penalty: 1013.230347
	Iteration 38Q: 3 clusters Score -4073820 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -4073925.500000 Penalty: 1013.230347
	Iteration 39Q: 3 clusters Score -4073926 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -4074056.750000 Penalty: 1013.230347
	Iteration 40F: 3 clusters Score -4074057 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -4074161.000000 Penalty: 1013.230347
	Iteration 41Q: 3 clusters Score -4074161 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -4074283.000000 Penalty: 1013.230347
	Iteration 42Q: 3 clusters Score -4074283 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -4074425.250000 Penalty: 1013.230347
	Iteration 43Q: 3 clusters Score -4074425 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 55213 members 
Entering Unmasked Estep 
Score: -4074574.000000 Penalty: 1013.230347
	Iteration 44Q: 3 clusters Score -4074574 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -4074761.750000 Penalty: 1013.230347
	Iteration 45Q: 3 clusters Score -4074762 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 56515 members 
Entering Unmasked Estep 
Score: -4074926.500000 Penalty: 1013.230347
	Iteration 46Q: 3 clusters Score -4074926 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -4075115.500000 Penalty: 1013.230347
	Iteration 47Q: 3 clusters Score -4075116 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -4075309.750000 Penalty: 1013.230347
	Iteration 48Q: 3 clusters Score -4075310 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -4075540.750000 Penalty: 1013.230347
	Iteration 49Q: 3 clusters Score -4075541 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 59355 members 
Entering Unmasked Estep 
Score: -4075765.000000 Penalty: 1013.230347
	Iteration 50Q: 3 clusters Score -4075765 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -4075995.750000 Penalty: 1013.230347
	Iteration 51Q: 3 clusters Score -4075996 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 60706 members 
Entering Unmasked Estep 
Score: -4076200.000000 Penalty: 1013.230347
	Iteration 52Q: 3 clusters Score -4076200 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -4076399.500000 Penalty: 1013.230347
	Iteration 53Q: 3 clusters Score -4076400 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 61989 members 
Entering Unmasked Estep 
Score: -4076596.500000 Penalty: 1013.230347
	Iteration 54Q: 3 clusters Score -4076596 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -4076794.000000 Penalty: 1013.230347
	Iteration 55Q: 3 clusters Score -4076794 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -4077043.500000 Penalty: 1013.230347
	Iteration 56Q: 3 clusters Score -4077044 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -4077262.000000 Penalty: 1013.230347
	Iteration 57Q: 3 clusters Score -4077262 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -4077494.250000 Penalty: 1013.230347
	Iteration 58Q: 3 clusters Score -4077494 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -4077744.250000 Penalty: 1013.230347
	Iteration 59Q: 3 clusters Score -4077744 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -4078006.250000 Penalty: 1013.230347
	Iteration 60F: 3 clusters Score -4078006 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -4078237.750000 Penalty: 1013.230347
	Iteration 61Q: 3 clusters Score -4078238 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 66459 members 
Entering Unmasked Estep 
Score: -4078456.250000 Penalty: 1013.230347
	Iteration 62Q: 3 clusters Score -4078456 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 66837 members 
Entering Unmasked Estep 
Score: -4078662.500000 Penalty: 1013.230347
	Iteration 63Q: 3 clusters Score -4078662 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -4078894.250000 Penalty: 1013.230347
	Iteration 64Q: 3 clusters Score -4078894 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 67423 members 
Entering Unmasked Estep 
Score: -4079070.750000 Penalty: 1013.230347
	Iteration 65Q: 3 clusters Score -4079071 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 67605 members 
Entering Unmasked Estep 
Score: -4079189.750000 Penalty: 1013.230347
	Iteration 66Q: 3 clusters Score -4079190 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 67738 members 
Entering Unmasked Estep 
Score: -4079265.250000 Penalty: 1013.230347
	Iteration 67Q: 3 clusters Score -4079265 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 67831 members 
Entering Unmasked Estep 
Score: -4079307.750000 Penalty: 1013.230347
	Iteration 68Q: 3 clusters Score -4079308 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -4079336.750000 Penalty: 1013.230347
	Iteration 69Q: 3 clusters Score -4079337 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 67947 members 
Entering Unmasked Estep 
Score: -4079354.000000 Penalty: 1013.230347
	Iteration 70Q: 3 clusters Score -4079354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -4079367.500000 Penalty: 1013.230347
	Iteration 71Q: 3 clusters Score -4079368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -4079376.750000 Penalty: 1013.230347
	Iteration 72Q: 3 clusters Score -4079377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 68041 members 
Entering Unmasked Estep 
Score: -4079402.250000 Penalty: 1013.230347
	Iteration 73Q: 3 clusters Score -4079402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 68070 members 
Entering Unmasked Estep 
Score: -4079416.250000 Penalty: 1013.230347
	Iteration 74Q: 3 clusters Score -4079416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 68083 members 
Entering Unmasked Estep 
Score: -4079427.500000 Penalty: 1013.230347
	Iteration 75Q: 3 clusters Score -4079428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
Score: -4079433.500000 Penalty: 1013.230347
	Iteration 76Q: 3 clusters Score -4079434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 68106 members 
Entering Unmasked Estep 
Score: -4079437.250000 Penalty: 1013.230347
	Iteration 77Q: 3 clusters Score -4079437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 68117 members 
Entering Unmasked Estep 
Score: -4079442.750000 Penalty: 1013.230347
	Iteration 78Q: 3 clusters Score -4079443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -4079445.250000 Penalty: 1013.230347
	Iteration 79Q: 3 clusters Score -4079445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -4079448.250000 Penalty: 1013.230347
	Iteration 80F: 3 clusters Score -4079448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 68136 members 
Entering Unmasked Estep 
Score: -4079454.000000 Penalty: 1013.230347
	Iteration 81Q: 3 clusters Score -4079454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 68143 members 
Entering Unmasked Estep 
Score: -4079451.500000 Penalty: 1013.230347
	Iteration 82Q: 3 clusters Score -4079452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 68148 members 
Entering Unmasked Estep 
Score: -4079456.250000 Penalty: 1013.230347
	Iteration 83Q: 3 clusters Score -4079456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -4079457.500000 Penalty: 1013.230347
	Iteration 84Q: 3 clusters Score -4079458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -4079461.500000 Penalty: 1013.230347
	Iteration 85Q: 3 clusters Score -4079462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -4079464.500000 Penalty: 1013.230347
	Iteration 86Q: 3 clusters Score -4079464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 68177 members 
Entering Unmasked Estep 
Score: -4079470.000000 Penalty: 1013.230347
	Iteration 87Q: 3 clusters Score -4079470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -4079474.500000 Penalty: 1013.230347
	Iteration 88Q: 3 clusters Score -4079474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 68187 members 
Entering Unmasked Estep 
Score: -4079479.500000 Penalty: 1013.230347
	Iteration 89Q: 3 clusters Score -4079480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -4079476.500000 Penalty: 1013.230347
	Iteration 90Q: 3 clusters Score -4079476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 68192 members 
Entering Unmasked Estep 
Score: -4079477.500000 Penalty: 1013.230347
	Iteration 91Q: 3 clusters Score -4079478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 68194 members 
Entering Unmasked Estep 
Score: -4079478.750000 Penalty: 1013.230347
	Iteration 92Q: 3 clusters Score -4079479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
Score: -4079478.750000 Penalty: 1013.230347
	Iteration 93Q: 3 clusters Score -4079479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 68199 members 
Entering Unmasked Estep 
Score: -4079479.000000 Penalty: 1013.230347
	Iteration 94Q: 3 clusters Score -4079479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 68200 members 
Entering Unmasked Estep 
Score: -4079483.000000 Penalty: 1013.230347
	Iteration 95Q: 3 clusters Score -4079483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 68204 members 
Entering Unmasked Estep 
Score: -4079479.000000 Penalty: 1013.230347
	Iteration 96Q: 3 clusters Score -4079479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 68206 members 
Entering Unmasked Estep 
Score: -4079480.250000 Penalty: 1013.230347
	Iteration 97Q: 3 clusters Score -4079480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 68207 members 
Entering Unmasked Estep 
Score: -4079481.000000 Penalty: 1013.230347
	Iteration 98Q: 3 clusters Score -4079481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 68207 members 
Entering Unmasked Estep 
Score: -4079481.000000 Penalty: 1013.230347
	Iteration 99F: 3 clusters Score -4079481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -4514.493164 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -4514.493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4293.265625 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -4293.266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4360.257324 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -4360.257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4376.166504 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -4376.167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4407.850098 Penalty: 447.051605
	Iteration 3F: 3 clusters Score -4407.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4464.942871 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -4464.943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4471.448730 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -4471.449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4473.740234 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -4473.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4473.740234 Penalty: 447.051605
	Iteration 7F: 3 clusters Score -4473.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Entering Unmasked Estep 
Score: -1290865.000000 Penalty: 451.545380
	Iteration 0F: 2 clusters Score -1290865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1277302.375000 Penalty: 903.090759
	Iteration 0F: 3 clusters Score -1277302 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1282790.125000 Penalty: 903.090759
	Iteration 1F: 3 clusters Score -1282790 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1282979.500000 Penalty: 903.090759
	Iteration 2Q: 3 clusters Score -1282980 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1283189.000000 Penalty: 903.090759
	Iteration 3Q: 3 clusters Score -1283189 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1283440.500000 Penalty: 903.090759
	Iteration 4Q: 3 clusters Score -1283440 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1283755.375000 Penalty: 903.090759
	Iteration 5Q: 3 clusters Score -1283755 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1284167.875000 Penalty: 903.090759
	Iteration 6Q: 3 clusters Score -1284168 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1284758.625000 Penalty: 903.090759
	Iteration 7F: 3 clusters Score -1284759 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1285545.375000 Penalty: 903.090759
	Iteration 8F: 3 clusters Score -1285545 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1286588.750000 Penalty: 903.090759
	Iteration 9F: 3 clusters Score -1286589 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1287770.125000 Penalty: 903.090759
	Iteration 10F: 3 clusters Score -1287770 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1288864.125000 Penalty: 903.090759
	Iteration 11F: 3 clusters Score -1288864 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1289652.000000 Penalty: 903.090759
	Iteration 12Q: 3 clusters Score -1289652 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1290108.125000 Penalty: 903.090759
	Iteration 13Q: 3 clusters Score -1290108 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1290331.875000 Penalty: 903.090759
	Iteration 14Q: 3 clusters Score -1290332 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1290418.375000 Penalty: 903.090759
	Iteration 15Q: 3 clusters Score -1290418 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1290454.625000 Penalty: 903.090759
	Iteration 16Q: 3 clusters Score -1290455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1290475.250000 Penalty: 903.090759
	Iteration 17Q: 3 clusters Score -1290475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1290487.125000 Penalty: 903.090759
	Iteration 18Q: 3 clusters Score -1290487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1290501.375000 Penalty: 903.090759
	Iteration 19Q: 3 clusters Score -1290501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1290516.125000 Penalty: 903.090759
	Iteration 20F: 3 clusters Score -1290516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -1290522.125000 Penalty: 903.090759
	Iteration 21Q: 3 clusters Score -1290522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1290527.250000 Penalty: 903.090759
	Iteration 22Q: 3 clusters Score -1290527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1290536.750000 Penalty: 903.090759
	Iteration 23Q: 3 clusters Score -1290537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -1290539.500000 Penalty: 903.090759
	Iteration 24Q: 3 clusters Score -1290540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1290541.000000 Penalty: 903.090759
	Iteration 25Q: 3 clusters Score -1290541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1290539.875000 Penalty: 903.090759
	Iteration 26Q: 3 clusters Score -1290540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -1290545.250000 Penalty: 903.090759
	Iteration 27Q: 3 clusters Score -1290545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1290548.125000 Penalty: 903.090759
	Iteration 28Q: 3 clusters Score -1290548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -1290549.500000 Penalty: 903.090759
	Iteration 29Q: 3 clusters Score -1290550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1290552.625000 Penalty: 903.090759
	Iteration 30Q: 3 clusters Score -1290553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1290552.625000 Penalty: 903.090759
	Iteration 31F: 3 clusters Score -1290553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -69982.156250 Penalty: 321.524231
	Iteration 0F: 2 clusters Score -69982.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -69075.320312 Penalty: 643.048462
	Iteration 0F: 3 clusters Score -69075.32 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -69319.820312 Penalty: 643.048462
	Iteration 1F: 3 clusters Score -69319.82 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -69400.335938 Penalty: 643.048462
	Iteration 2F: 3 clusters Score -69400.34 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -69469.039062 Penalty: 643.048462
	Iteration 3F: 3 clusters Score -69469.04 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -69539.671875 Penalty: 643.048462
	Iteration 4F: 3 clusters Score -69539.67 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -69598.031250 Penalty: 643.048462
	Iteration 5F: 3 clusters Score -69598.03 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -69644.703125 Penalty: 643.048462
	Iteration 6Q: 3 clusters Score -69644.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -69687.750000 Penalty: 643.048462
	Iteration 7Q: 3 clusters Score -69687.75 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -69733.656250 Penalty: 643.048462
	Iteration 8Q: 3 clusters Score -69733.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -69771.375000 Penalty: 643.048462
	Iteration 9Q: 3 clusters Score -69771.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -69798.546875 Penalty: 643.048462
	Iteration 10Q: 3 clusters Score -69798.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -69815.265625 Penalty: 643.048462
	Iteration 11Q: 3 clusters Score -69815.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -69826.484375 Penalty: 643.048462
	Iteration 12Q: 3 clusters Score -69826.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -69831.835938 Penalty: 643.048462
	Iteration 13Q: 3 clusters Score -69831.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -69836.421875 Penalty: 643.048462
	Iteration 14Q: 3 clusters Score -69836.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -69838.429688 Penalty: 643.048462
	Iteration 15Q: 3 clusters Score -69838.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -69838.429688 Penalty: 643.048462
	Iteration 16F: 3 clusters Score -69838.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Entering Unmasked Estep 
Score: -509963.343750 Penalty: 405.902008
	Iteration 0F: 2 clusters Score -509963.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -504939.718750 Penalty: 811.804016
	Iteration 0F: 3 clusters Score -504939.7 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -506749.375000 Penalty: 811.804016
	Iteration 1F: 3 clusters Score -506749.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -506818.500000 Penalty: 811.804016
	Iteration 2Q: 3 clusters Score -506818.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -506889.031250 Penalty: 811.804016
	Iteration 3Q: 3 clusters Score -506889 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -506970.625000 Penalty: 811.804016
	Iteration 4Q: 3 clusters Score -506970.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -507058.000000 Penalty: 811.804016
	Iteration 5Q: 3 clusters Score -507058 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -507164.906250 Penalty: 811.804016
	Iteration 6Q: 3 clusters Score -507164.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -507314.562500 Penalty: 811.804016
	Iteration 7Q: 3 clusters Score -507314.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -507513.968750 Penalty: 811.804016
	Iteration 8F: 3 clusters Score -507514 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -507815.343750 Penalty: 811.804016
	Iteration 9F: 3 clusters Score -507815.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -508200.750000 Penalty: 811.804016
	Iteration 10F: 3 clusters Score -508200.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -508587.187500 Penalty: 811.804016
	Iteration 11F: 3 clusters Score -508587.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -508922.093750 Penalty: 811.804016
	Iteration 12Q: 3 clusters Score -508922.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -509201.687500 Penalty: 811.804016
	Iteration 13Q: 3 clusters Score -509201.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -509399.343750 Penalty: 811.804016
	Iteration 14Q: 3 clusters Score -509399.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -509509.500000 Penalty: 811.804016
	Iteration 15Q: 3 clusters Score -509509.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -509549.750000 Penalty: 811.804016
	Iteration 16Q: 3 clusters Score -509549.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -509570.125000 Penalty: 811.804016
	Iteration 17Q: 3 clusters Score -509570.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -509582.500000 Penalty: 811.804016
	Iteration 18Q: 3 clusters Score -509582.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -509595.781250 Penalty: 811.804016
	Iteration 19Q: 3 clusters Score -509595.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -509600.468750 Penalty: 811.804016
	Iteration 20F: 3 clusters Score -509600.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -509602.875000 Penalty: 811.804016
	Iteration 21Q: 3 clusters Score -509602.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -509603.562500 Penalty: 811.804016
	Iteration 22Q: 3 clusters Score -509603.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -509603.156250 Penalty: 811.804016
	Iteration 23Q: 3 clusters Score -509603.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -509605.968750 Penalty: 811.804016
	Iteration 24Q: 3 clusters Score -509606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -509605.843750 Penalty: 811.804016
	Iteration 25Q: 3 clusters Score -509605.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -509605.250000 Penalty: 811.804016
	Iteration 26Q: 3 clusters Score -509605.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -509605.250000 Penalty: 811.804016
	Iteration 27F: 3 clusters Score -509605.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -7275.728516 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -7275.729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7092.250977 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -7092.251 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7138.625000 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -7138.625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7150.049316 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -7150.049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7155.688477 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -7155.688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7157.170410 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -7157.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7160.110352 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -7160.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7160.110352 Penalty: 441.534760
	Iteration 6F: 3 clusters Score -7160.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (77672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Entering Unmasked Estep 
Score: -5121340.000000 Penalty: 512.341370
	Iteration 0F: 2 clusters Score -5121340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -5069197.000000 Penalty: 1024.682739
	Iteration 0F: 3 clusters Score -5069197 nChanged 37953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -5092027.000000 Penalty: 1024.682739
	Iteration 1F: 3 clusters Score -5092027 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -5093281.500000 Penalty: 1024.682739
	Iteration 2Q: 3 clusters Score -5093282 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -5095129.000000 Penalty: 1024.682739
	Iteration 3Q: 3 clusters Score -5095129 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -5098051.500000 Penalty: 1024.682739
	Iteration 4F: 3 clusters Score -5098052 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -5102057.000000 Penalty: 1024.682739
	Iteration 5F: 3 clusters Score -5102057 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -5106786.500000 Penalty: 1024.682739
	Iteration 6F: 3 clusters Score -5106786 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -5110769.000000 Penalty: 1024.682739
	Iteration 7F: 3 clusters Score -5110769 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -5113483.000000 Penalty: 1024.682739
	Iteration 8Q: 3 clusters Score -5113483 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -5115720.000000 Penalty: 1024.682739
	Iteration 9Q: 3 clusters Score -5115720 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -5117761.500000 Penalty: 1024.682739
	Iteration 10Q: 3 clusters Score -5117762 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -5119230.500000 Penalty: 1024.682739
	Iteration 11Q: 3 clusters Score -5119230 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -5120033.500000 Penalty: 1024.682739
	Iteration 12Q: 3 clusters Score -5120034 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -5120430.500000 Penalty: 1024.682739
	Iteration 13Q: 3 clusters Score -5120430 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -5120585.000000 Penalty: 1024.682739
	Iteration 14Q: 3 clusters Score -5120585 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -5120678.500000 Penalty: 1024.682739
	Iteration 15Q: 3 clusters Score -5120678 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -5120739.500000 Penalty: 1024.682739
	Iteration 16Q: 3 clusters Score -5120740 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -5120787.000000 Penalty: 1024.682739
	Iteration 17Q: 3 clusters Score -5120787 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -5120805.500000 Penalty: 1024.682739
	Iteration 18Q: 3 clusters Score -5120806 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -5120841.000000 Penalty: 1024.682739
	Iteration 19Q: 3 clusters Score -5120841 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -5120860.000000 Penalty: 1024.682739
	Iteration 20F: 3 clusters Score -5120860 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -5120867.000000 Penalty: 1024.682739
	Iteration 21Q: 3 clusters Score -5120867 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -5120880.000000 Penalty: 1024.682739
	Iteration 22Q: 3 clusters Score -5120880 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -5120845.500000 Penalty: 1024.682739
	Iteration 23Q: 3 clusters Score -5120846 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -5120839.000000 Penalty: 1024.682739
	Iteration 24Q: 3 clusters Score -5120839 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -5120821.000000 Penalty: 1024.682739
	Iteration 25Q: 3 clusters Score -5120821 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -5120823.500000 Penalty: 1024.682739
	Iteration 26Q: 3 clusters Score -5120824 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -5120853.000000 Penalty: 1024.682739
	Iteration 27Q: 3 clusters Score -5120853 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -5120841.500000 Penalty: 1024.682739
	Iteration 28Q: 3 clusters Score -5120842 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -5120835.500000 Penalty: 1024.682739
	Iteration 29Q: 3 clusters Score -5120836 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -5120840.000000 Penalty: 1024.682739
	Iteration 30Q: 3 clusters Score -5120840 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -5120836.500000 Penalty: 1024.682739
	Iteration 31Q: 3 clusters Score -5120836 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -5120841.000000 Penalty: 1024.682739
	Iteration 32Q: 3 clusters Score -5120841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -5120844.000000 Penalty: 1024.682739
	Iteration 33Q: 3 clusters Score -5120844 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -5120847.500000 Penalty: 1024.682739
	Iteration 34Q: 3 clusters Score -5120848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -5120861.500000 Penalty: 1024.682739
	Iteration 35Q: 3 clusters Score -5120862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -5120846.000000 Penalty: 1024.682739
	Iteration 36Q: 3 clusters Score -5120846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -5120844.500000 Penalty: 1024.682739
	Iteration 37Q: 3 clusters Score -5120844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -5120842.500000 Penalty: 1024.682739
	Iteration 38Q: 3 clusters Score -5120842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -5120843.500000 Penalty: 1024.682739
	Iteration 39Q: 3 clusters Score -5120844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -5120837.000000 Penalty: 1024.682739
	Iteration 40F: 3 clusters Score -5120837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -5120846.000000 Penalty: 1024.682739
	Iteration 41Q: 3 clusters Score -5120846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -5120846.500000 Penalty: 1024.682739
	Iteration 42Q: 3 clusters Score -5120846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -5120837.000000 Penalty: 1024.682739
	Iteration 43Q: 3 clusters Score -5120837 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -5120840.000000 Penalty: 1024.682739
	Iteration 44Q: 3 clusters Score -5120840 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -5120845.000000 Penalty: 1024.682739
	Iteration 45Q: 3 clusters Score -5120845 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -5120846.500000 Penalty: 1024.682739
	Iteration 46Q: 3 clusters Score -5120846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -5120832.000000 Penalty: 1024.682739
	Iteration 47Q: 3 clusters Score -5120832 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -5120829.000000 Penalty: 1024.682739
	Iteration 48Q: 3 clusters Score -5120829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -5120826.000000 Penalty: 1024.682739
	Iteration 49Q: 3 clusters Score -5120826 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -5120838.500000 Penalty: 1024.682739
	Iteration 50Q: 3 clusters Score -5120838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -5120833.000000 Penalty: 1024.682739
	Iteration 51Q: 3 clusters Score -5120833 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -5120847.500000 Penalty: 1024.682739
	Iteration 52Q: 3 clusters Score -5120848 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -5120851.000000 Penalty: 1024.682739
	Iteration 53Q: 3 clusters Score -5120851 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -5120852.000000 Penalty: 1024.682739
	Iteration 54Q: 3 clusters Score -5120852 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -5120885.000000 Penalty: 1024.682739
	Iteration 55Q: 3 clusters Score -5120885 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -5120916.000000 Penalty: 1024.682739
	Iteration 56Q: 3 clusters Score -5120916 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -5120910.000000 Penalty: 1024.682739
	Iteration 57Q: 3 clusters Score -5120910 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -5120897.000000 Penalty: 1024.682739
	Iteration 58Q: 3 clusters Score -5120897 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -5120879.500000 Penalty: 1024.682739
	Iteration 59Q: 3 clusters Score -5120880 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -5120891.000000 Penalty: 1024.682739
	Iteration 60F: 3 clusters Score -5120891 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -5120895.000000 Penalty: 1024.682739
	Iteration 61Q: 3 clusters Score -5120895 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50843 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -5120892.500000 Penalty: 1024.682739
	Iteration 62Q: 3 clusters Score -5120892 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -5120909.500000 Penalty: 1024.682739
	Iteration 63Q: 3 clusters Score -5120910 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -5120929.500000 Penalty: 1024.682739
	Iteration 64Q: 3 clusters Score -5120930 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -5120912.500000 Penalty: 1024.682739
	Iteration 65Q: 3 clusters Score -5120912 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -5120902.500000 Penalty: 1024.682739
	Iteration 66Q: 3 clusters Score -5120902 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -5120899.500000 Penalty: 1024.682739
	Iteration 67Q: 3 clusters Score -5120900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -5120900.000000 Penalty: 1024.682739
	Iteration 68Q: 3 clusters Score -5120900 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -5120914.000000 Penalty: 1024.682739
	Iteration 69Q: 3 clusters Score -5120914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -5120923.000000 Penalty: 1024.682739
	Iteration 70Q: 3 clusters Score -5120923 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -5120919.500000 Penalty: 1024.682739
	Iteration 71Q: 3 clusters Score -5120920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -5120921.000000 Penalty: 1024.682739
	Iteration 72Q: 3 clusters Score -5120921 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -5120923.500000 Penalty: 1024.682739
	Iteration 73Q: 3 clusters Score -5120924 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -5120902.000000 Penalty: 1024.682739
	Iteration 74Q: 3 clusters Score -5120902 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -5120909.500000 Penalty: 1024.682739
	Iteration 75Q: 3 clusters Score -5120910 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -5120904.500000 Penalty: 1024.682739
	Iteration 76Q: 3 clusters Score -5120904 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -5120919.500000 Penalty: 1024.682739
	Iteration 77Q: 3 clusters Score -5120920 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -5120935.000000 Penalty: 1024.682739
	Iteration 78Q: 3 clusters Score -5120935 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -5120928.500000 Penalty: 1024.682739
	Iteration 79Q: 3 clusters Score -5120928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -5120929.500000 Penalty: 1024.682739
	Iteration 80F: 3 clusters Score -5120930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -5120946.000000 Penalty: 1024.682739
	Iteration 81Q: 3 clusters Score -5120946 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -5120941.500000 Penalty: 1024.682739
	Iteration 82Q: 3 clusters Score -5120942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -5120939.000000 Penalty: 1024.682739
	Iteration 83Q: 3 clusters Score -5120939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -5120946.000000 Penalty: 1024.682739
	Iteration 84Q: 3 clusters Score -5120946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -5120944.500000 Penalty: 1024.682739
	Iteration 85Q: 3 clusters Score -5120944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -5120951.000000 Penalty: 1024.682739
	Iteration 86Q: 3 clusters Score -5120951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -5120964.000000 Penalty: 1024.682739
	Iteration 87Q: 3 clusters Score -5120964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -5120981.500000 Penalty: 1024.682739
	Iteration 88Q: 3 clusters Score -5120982 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -5120966.500000 Penalty: 1024.682739
	Iteration 89Q: 3 clusters Score -5120966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -5120969.000000 Penalty: 1024.682739
	Iteration 90Q: 3 clusters Score -5120969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -5120973.000000 Penalty: 1024.682739
	Iteration 91Q: 3 clusters Score -5120973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -5120973.000000 Penalty: 1024.682739
	Iteration 92Q: 3 clusters Score -5120973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -5120969.500000 Penalty: 1024.682739
	Iteration 93Q: 3 clusters Score -5120970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -5120972.000000 Penalty: 1024.682739
	Iteration 94Q: 3 clusters Score -5120972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -5120973.000000 Penalty: 1024.682739
	Iteration 95Q: 3 clusters Score -5120973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -5120967.000000 Penalty: 1024.682739
	Iteration 96Q: 3 clusters Score -5120967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -5120967.000000 Penalty: 1024.682739
	Iteration 97F: 3 clusters Score -5120967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Entering Unmasked Estep 
Score: -698818.812500 Penalty: 422.204193
	Iteration 0F: 2 clusters Score -698818.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -691722.437500 Penalty: 844.408386
	Iteration 0F: 3 clusters Score -691722.4 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -695077.125000 Penalty: 844.408386
	Iteration 1F: 3 clusters Score -695077.1 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -695726.937500 Penalty: 844.408386
	Iteration 2F: 3 clusters Score -695726.9 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -696486.062500 Penalty: 844.408386
	Iteration 3F: 3 clusters Score -696486.1 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -697219.625000 Penalty: 844.408386
	Iteration 4F: 3 clusters Score -697219.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -697699.062500 Penalty: 844.408386
	Iteration 5F: 3 clusters Score -697699.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -697957.625000 Penalty: 844.408386
	Iteration 6Q: 3 clusters Score -697957.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -698099.562500 Penalty: 844.408386
	Iteration 7Q: 3 clusters Score -698099.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -698221.625000 Penalty: 844.408386
	Iteration 8Q: 3 clusters Score -698221.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -698349.625000 Penalty: 844.408386
	Iteration 9Q: 3 clusters Score -698349.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -698453.812500 Penalty: 844.408386
	Iteration 10Q: 3 clusters Score -698453.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -698519.375000 Penalty: 844.408386
	Iteration 11Q: 3 clusters Score -698519.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -698575.562500 Penalty: 844.408386
	Iteration 12Q: 3 clusters Score -698575.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -698615.312500 Penalty: 844.408386
	Iteration 13Q: 3 clusters Score -698615.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -698643.000000 Penalty: 844.408386
	Iteration 14Q: 3 clusters Score -698643 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -698655.812500 Penalty: 844.408386
	Iteration 15Q: 3 clusters Score -698655.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -698665.437500 Penalty: 844.408386
	Iteration 16Q: 3 clusters Score -698665.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -698672.937500 Penalty: 844.408386
	Iteration 17Q: 3 clusters Score -698672.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -698675.625000 Penalty: 844.408386
	Iteration 18Q: 3 clusters Score -698675.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -698678.000000 Penalty: 844.408386
	Iteration 19Q: 3 clusters Score -698678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -698678.375000 Penalty: 844.408386
	Iteration 20F: 3 clusters Score -698678.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -698680.312500 Penalty: 844.408386
	Iteration 21Q: 3 clusters Score -698680.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -698679.250000 Penalty: 844.408386
	Iteration 22Q: 3 clusters Score -698679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -698680.437500 Penalty: 844.408386
	Iteration 23Q: 3 clusters Score -698680.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -698680.062500 Penalty: 844.408386
	Iteration 24Q: 3 clusters Score -698680.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -698680.000000 Penalty: 844.408386
	Iteration 25Q: 3 clusters Score -698680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -698680.000000 Penalty: 844.408386
	Iteration 26F: 3 clusters Score -698680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (78023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78023 members 
Entering Unmasked Estep 
Score: -5153368.000000 Penalty: 512.546509
	Iteration 0F: 2 clusters Score -5153368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -5100924.000000 Penalty: 1025.093018
	Iteration 0F: 3 clusters Score -5100924 nChanged 38152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -5123462.000000 Penalty: 1025.093018
	Iteration 1F: 3 clusters Score -5123462 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -5124406.000000 Penalty: 1025.093018
	Iteration 2Q: 3 clusters Score -5124406 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -5125904.500000 Penalty: 1025.093018
	Iteration 3Q: 3 clusters Score -5125904 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -5128395.000000 Penalty: 1025.093018
	Iteration 4Q: 3 clusters Score -5128395 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -5132126.000000 Penalty: 1025.093018
	Iteration 5F: 3 clusters Score -5132126 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -5136501.500000 Penalty: 1025.093018
	Iteration 6F: 3 clusters Score -5136502 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -5139776.500000 Penalty: 1025.093018
	Iteration 7F: 3 clusters Score -5139776 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -5141660.500000 Penalty: 1025.093018
	Iteration 8Q: 3 clusters Score -5141660 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -5142829.000000 Penalty: 1025.093018
	Iteration 9Q: 3 clusters Score -5142829 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53050 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -5143830.000000 Penalty: 1025.093018
	Iteration 10Q: 3 clusters Score -5143830 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -5144924.500000 Penalty: 1025.093018
	Iteration 11Q: 3 clusters Score -5144924 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -5145892.000000 Penalty: 1025.093018
	Iteration 12Q: 3 clusters Score -5145892 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -5146753.000000 Penalty: 1025.093018
	Iteration 13Q: 3 clusters Score -5146753 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -5147541.000000 Penalty: 1025.093018
	Iteration 14Q: 3 clusters Score -5147541 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -5148228.500000 Penalty: 1025.093018
	Iteration 15Q: 3 clusters Score -5148228 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -5148858.000000 Penalty: 1025.093018
	Iteration 16Q: 3 clusters Score -5148858 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -5149458.500000 Penalty: 1025.093018
	Iteration 17Q: 3 clusters Score -5149458 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62380 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -5149925.500000 Penalty: 1025.093018
	Iteration 18Q: 3 clusters Score -5149926 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -5150286.000000 Penalty: 1025.093018
	Iteration 19Q: 3 clusters Score -5150286 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64094 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -5150603.500000 Penalty: 1025.093018
	Iteration 20F: 3 clusters Score -5150604 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64856 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -5150906.500000 Penalty: 1025.093018
	Iteration 21Q: 3 clusters Score -5150906 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -5151081.000000 Penalty: 1025.093018
	Iteration 22Q: 3 clusters Score -5151081 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66206 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -5151218.000000 Penalty: 1025.093018
	Iteration 23Q: 3 clusters Score -5151218 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66774 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5151375 nChanged 557
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67285 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67765 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5151563 nChanged 309
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Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5151556 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69006 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5151538 nChanged 271
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Entering Unmasked Estep 
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Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5151583 nChanged 258
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Mstep: Class 1 contains 69805 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5151564 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70055 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5151556 nChanged 239
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Mstep: Class 1 contains 70294 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5151544 nChanged 227
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Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5151512 nChanged 214
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Mstep: Class 1 contains 70733 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5151495 nChanged 225
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Mstep: Class 1 contains 70958 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5151464 nChanged 238
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Mstep: Class 1 contains 71196 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5151453 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71436 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5151464 nChanged 227
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Mstep: Class 1 contains 71661 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5151476 nChanged 206
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Mstep: Class 1 contains 71865 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5151496 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72115 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5151490 nChanged 238
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Mstep: Class 1 contains 72353 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72593 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 72837 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73128 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73398 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73654 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5151556 nChanged 284
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Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74464 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 74984 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5151600 nChanged 260
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Mstep: Class 1 contains 75244 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5151954 nChanged 178
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Entering Unmasked Estep 
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Mstep: Class 1 contains 75990 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5152158 nChanged 131
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Mstep: Class 1 contains 76121 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5152217 nChanged 126
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Entering Unmasked Estep 
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Mstep: Class 1 contains 76381 members 
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	Iteration 62Q: 3 clusters Score -5152372 nChanged 113
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	Iteration 63Q: 3 clusters Score -5152436 nChanged 86
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5152485 nChanged 88
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	Iteration 65Q: 3 clusters Score -5152517 nChanged 64
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Mstep: Class 1 contains 76688 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5152540 nChanged 65
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5152548 nChanged 42
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	Iteration 68Q: 3 clusters Score -5152560 nChanged 52
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Mstep: Class 1 contains 76833 members 
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	Iteration 69Q: 3 clusters Score -5152568 nChanged 40
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	Iteration 71Q: 3 clusters Score -5152594 nChanged 26
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	Iteration 72Q: 3 clusters Score -5152614 nChanged 29
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	Iteration 73Q: 3 clusters Score -5152626 nChanged 26
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	Iteration 74Q: 3 clusters Score -5152630 nChanged 19
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	Iteration 75Q: 3 clusters Score -5152632 nChanged 13
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	Iteration 76Q: 3 clusters Score -5152634 nChanged 17
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	Iteration 79Q: 3 clusters Score -5152663 nChanged 34
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	Iteration 80F: 3 clusters Score -5152684 nChanged 35
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	Iteration 82Q: 3 clusters Score -5152718 nChanged 34
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	Iteration 83Q: 3 clusters Score -5152732 nChanged 23
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	Iteration 84Q: 3 clusters Score -5152734 nChanged 22
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	Iteration 85Q: 3 clusters Score -5152740 nChanged 29
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	Iteration 86Q: 3 clusters Score -5152752 nChanged 26
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	Iteration 87Q: 3 clusters Score -5152755 nChanged 38
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	Iteration 88Q: 3 clusters Score -5152772 nChanged 38
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	Iteration 89Q: 3 clusters Score -5152799 nChanged 34
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Entering Unmasked Estep 
Score: -5152816.500000 Penalty: 1025.093018
	Iteration 90Q: 3 clusters Score -5152816 nChanged 24
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Mstep: Class 1 contains 77383 members 
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	Iteration 91Q: 3 clusters Score -5152811 nChanged 24
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Mstep: Class 2 contains 624 members 
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	Iteration 92Q: 3 clusters Score -5152814 nChanged 21
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	Iteration 93Q: 3 clusters Score -5152816 nChanged 18
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Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5152824 nChanged 11
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	Iteration 95Q: 3 clusters Score -5152819 nChanged 12
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	Iteration 96Q: 3 clusters Score -5152827 nChanged 10
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	Iteration 97Q: 3 clusters Score -5152828 nChanged 10
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	Iteration 98Q: 3 clusters Score -5152828 nChanged 9
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5152834 nChanged 11
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Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5152838 nChanged 13
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Mstep: Class 2 contains 559 members 
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	Iteration 101Q: 3 clusters Score -5152842 nChanged 13
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Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5152843 nChanged 15
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5152848 nChanged 15
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5152862 nChanged 14
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	Iteration 106Q: 3 clusters Score -5152868 nChanged 16
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	Iteration 107Q: 3 clusters Score -5152864 nChanged 10
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5152869 nChanged 12
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5152872 nChanged 11
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5152870 nChanged 8
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5152883 nChanged 6
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5152882 nChanged 4
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5152884 nChanged 4
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5152894 nChanged 3
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5152892 nChanged 5
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5152892 nChanged 4
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5152890 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5152893.500000 Penalty: 1025.093018
	Iteration 118Q: 3 clusters Score -5152894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5152893.500000 Penalty: 1025.093018
	Iteration 119F: 3 clusters Score -5152894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -16739.041016 Penalty: 265.616730
	Iteration 0F: 2 clusters Score -16739.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16340.712891 Penalty: 531.233459
	Iteration 0F: 3 clusters Score -16340.71 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16449.500000 Penalty: 531.233459
	Iteration 1F: 3 clusters Score -16449.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16512.244141 Penalty: 531.233459
	Iteration 2F: 3 clusters Score -16512.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16556.695312 Penalty: 531.233459
	Iteration 3F: 3 clusters Score -16556.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16582.273438 Penalty: 531.233459
	Iteration 4Q: 3 clusters Score -16582.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16604.212891 Penalty: 531.233459
	Iteration 5Q: 3 clusters Score -16604.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16641.046875 Penalty: 531.233459
	Iteration 6Q: 3 clusters Score -16641.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16664.568359 Penalty: 531.233459
	Iteration 7Q: 3 clusters Score -16664.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16676.640625 Penalty: 531.233459
	Iteration 8Q: 3 clusters Score -16676.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16683.417969 Penalty: 531.233459
	Iteration 9Q: 3 clusters Score -16683.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16684.636719 Penalty: 531.233459
	Iteration 10Q: 3 clusters Score -16684.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16684.636719 Penalty: 531.233459
	Iteration 11F: 3 clusters Score -16684.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7348.065918 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7348.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7152.349121 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -7152.349 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7238.811035 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -7238.811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -7263.192383 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -7263.192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -7270.398926 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -7270.399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -7287.517090 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -7287.517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -7298.588867 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -7298.589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -7299.690918 Penalty: 453.508209
	Iteration 6Q: 3 clusters Score -7299.691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -7299.690918 Penalty: 453.508209
	Iteration 7F: 3 clusters Score -7299.691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12137.395508 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -12137.4 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 91 members 
Entering Unmasked Estep 
Score: -11838.381836 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -11838.38 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11895.946289 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -11895.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11908.039062 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -11908.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11913.599609 Penalty: 487.877594
	Iteration 3Q: 3 clusters Score -11913.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11917.727539 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -11917.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11923.922852 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -11923.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11926.962891 Penalty: 487.877594
	Iteration 6Q: 3 clusters Score -11926.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11928.710938 Penalty: 487.877594
	Iteration 7Q: 3 clusters Score -11928.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11928.710938 Penalty: 487.877594
	Iteration 8F: 3 clusters Score -11928.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Entering Unmasked Estep 
Score: -268243.468750 Penalty: 379.032349
	Iteration 0F: 2 clusters Score -268243.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -265428.812500 Penalty: 758.064697
	Iteration 0F: 3 clusters Score -265428.8 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -266466.875000 Penalty: 758.064697
	Iteration 1F: 3 clusters Score -266466.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -266655.812500 Penalty: 758.064697
	Iteration 2F: 3 clusters Score -266655.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -266889.593750 Penalty: 758.064697
	Iteration 3F: 3 clusters Score -266889.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -267185.187500 Penalty: 758.064697
	Iteration 4F: 3 clusters Score -267185.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -267517.031250 Penalty: 758.064697
	Iteration 5F: 3 clusters Score -267517 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -267781.656250 Penalty: 758.064697
	Iteration 6F: 3 clusters Score -267781.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -267941.625000 Penalty: 758.064697
	Iteration 7Q: 3 clusters Score -267941.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -268016.843750 Penalty: 758.064697
	Iteration 8Q: 3 clusters Score -268016.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -268052.000000 Penalty: 758.064697
	Iteration 9Q: 3 clusters Score -268052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -268074.093750 Penalty: 758.064697
	Iteration 10Q: 3 clusters Score -268074.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -268081.968750 Penalty: 758.064697
	Iteration 11Q: 3 clusters Score -268082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -268088.312500 Penalty: 758.064697
	Iteration 12Q: 3 clusters Score -268088.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -268092.312500 Penalty: 758.064697
	Iteration 13Q: 3 clusters Score -268092.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -268094.562500 Penalty: 758.064697
	Iteration 14Q: 3 clusters Score -268094.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -268095.281250 Penalty: 758.064697
	Iteration 15Q: 3 clusters Score -268095.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -268095.531250 Penalty: 758.064697
	Iteration 16Q: 3 clusters Score -268095.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -268095.906250 Penalty: 758.064697
	Iteration 17Q: 3 clusters Score -268095.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -268095.906250 Penalty: 758.064697
	Iteration 18F: 3 clusters Score -268095.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -37541.031250 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -37541.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -36928.828125 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -36928.83 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37074.390625 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -37074.39 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37119.832031 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -37119.83 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37163.277344 Penalty: 594.970703
	Iteration 3F: 3 clusters Score -37163.28 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -37207.242188 Penalty: 594.970703
	Iteration 4F: 3 clusters Score -37207.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37234.472656 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -37234.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37258.003906 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -37258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37280.847656 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -37280.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37300.851562 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -37300.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37334.433594 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -37334.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37353.792969 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -37353.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37364.667969 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -37364.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37372.367188 Penalty: 594.970703
	Iteration 12Q: 3 clusters Score -37372.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -37381.410156 Penalty: 594.970703
	Iteration 13Q: 3 clusters Score -37381.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37392.691406 Penalty: 594.970703
	Iteration 14Q: 3 clusters Score -37392.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37398.218750 Penalty: 594.970703
	Iteration 15Q: 3 clusters Score -37398.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -37403.257812 Penalty: 594.970703
	Iteration 16Q: 3 clusters Score -37403.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -37406.636719 Penalty: 594.970703
	Iteration 17Q: 3 clusters Score -37406.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -37407.738281 Penalty: 594.970703
	Iteration 18Q: 3 clusters Score -37407.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -37408.035156 Penalty: 594.970703
	Iteration 19Q: 3 clusters Score -37408.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37408.242188 Penalty: 594.970703
	Iteration 20F: 3 clusters Score -37408.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (42113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Entering Unmasked Estep 
Score: -2784756.750000 Penalty: 484.489075
	Iteration 0F: 2 clusters Score -2784757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2756448.000000 Penalty: 968.978149
	Iteration 0F: 3 clusters Score -2756448 nChanged 20347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2768383.500000 Penalty: 968.978149
	Iteration 1F: 3 clusters Score -2768384 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2768769.750000 Penalty: 968.978149
	Iteration 2Q: 3 clusters Score -2768770 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2769388.000000 Penalty: 968.978149
	Iteration 3Q: 3 clusters Score -2769388 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2770484.750000 Penalty: 968.978149
	Iteration 4Q: 3 clusters Score -2770485 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2772365.750000 Penalty: 968.978149
	Iteration 5F: 3 clusters Score -2772366 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2775176.750000 Penalty: 968.978149
	Iteration 6F: 3 clusters Score -2775177 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2778238.500000 Penalty: 968.978149
	Iteration 7F: 3 clusters Score -2778238 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2780981.500000 Penalty: 968.978149
	Iteration 8F: 3 clusters Score -2780982 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2782746.750000 Penalty: 968.978149
	Iteration 9Q: 3 clusters Score -2782747 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2783693.250000 Penalty: 968.978149
	Iteration 10Q: 3 clusters Score -2783693 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2784092.750000 Penalty: 968.978149
	Iteration 11Q: 3 clusters Score -2784093 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -2784225.750000 Penalty: 968.978149
	Iteration 12Q: 3 clusters Score -2784226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2784267.000000 Penalty: 968.978149
	Iteration 13Q: 3 clusters Score -2784267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2784288.750000 Penalty: 968.978149
	Iteration 14Q: 3 clusters Score -2784289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2784303.250000 Penalty: 968.978149
	Iteration 15Q: 3 clusters Score -2784303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2784307.750000 Penalty: 968.978149
	Iteration 16Q: 3 clusters Score -2784308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2784319.250000 Penalty: 968.978149
	Iteration 17Q: 3 clusters Score -2784319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2784323.000000 Penalty: 968.978149
	Iteration 18Q: 3 clusters Score -2784323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2784325.250000 Penalty: 968.978149
	Iteration 19Q: 3 clusters Score -2784325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2784325.750000 Penalty: 968.978149
	Iteration 20F: 3 clusters Score -2784326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Entering Unmasked Estep 
Score: -305545.531250 Penalty: 385.380066
	Iteration 0F: 2 clusters Score -305545.5 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 2341 members 
Entering Unmasked Estep 
Score: -302367.781250 Penalty: 770.760132
	Iteration 0F: 3 clusters Score -302367.8 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -303706.531250 Penalty: 770.760132
	Iteration 1F: 3 clusters Score -303706.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -303972.562500 Penalty: 770.760132
	Iteration 2F: 3 clusters Score -303972.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -304245.750000 Penalty: 770.760132
	Iteration 3F: 3 clusters Score -304245.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -304573.312500 Penalty: 770.760132
	Iteration 4F: 3 clusters Score -304573.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -304900.531250 Penalty: 770.760132
	Iteration 5F: 3 clusters Score -304900.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -305102.406250 Penalty: 770.760132
	Iteration 6Q: 3 clusters Score -305102.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -305183.093750 Penalty: 770.760132
	Iteration 7Q: 3 clusters Score -305183.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -305218.312500 Penalty: 770.760132
	Iteration 8Q: 3 clusters Score -305218.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -305252.625000 Penalty: 770.760132
	Iteration 9Q: 3 clusters Score -305252.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -305278.125000 Penalty: 770.760132
	Iteration 10Q: 3 clusters Score -305278.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -305292.843750 Penalty: 770.760132
	Iteration 11Q: 3 clusters Score -305292.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -305304.437500 Penalty: 770.760132
	Iteration 12Q: 3 clusters Score -305304.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -305315.843750 Penalty: 770.760132
	Iteration 13Q: 3 clusters Score -305315.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -305320.906250 Penalty: 770.760132
	Iteration 14Q: 3 clusters Score -305320.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -305323.906250 Penalty: 770.760132
	Iteration 15Q: 3 clusters Score -305323.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -305325.593750 Penalty: 770.760132
	Iteration 16Q: 3 clusters Score -305325.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -305331.375000 Penalty: 770.760132
	Iteration 17Q: 3 clusters Score -305331.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -305335.093750 Penalty: 770.760132
	Iteration 18Q: 3 clusters Score -305335.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -305340.281250 Penalty: 770.760132
	Iteration 19Q: 3 clusters Score -305340.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -305346.531250 Penalty: 770.760132
	Iteration 20F: 3 clusters Score -305346.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -305351.812500 Penalty: 770.760132
	Iteration 21Q: 3 clusters Score -305351.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -305358.750000 Penalty: 770.760132
	Iteration 22Q: 3 clusters Score -305358.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -305361.937500 Penalty: 770.760132
	Iteration 23Q: 3 clusters Score -305361.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -305366.500000 Penalty: 770.760132
	Iteration 24Q: 3 clusters Score -305366.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -305369.781250 Penalty: 770.760132
	Iteration 25Q: 3 clusters Score -305369.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -305372.062500 Penalty: 770.760132
	Iteration 26Q: 3 clusters Score -305372.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -305374.687500 Penalty: 770.760132
	Iteration 27Q: 3 clusters Score -305374.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -305377.468750 Penalty: 770.760132
	Iteration 28Q: 3 clusters Score -305377.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -305380.562500 Penalty: 770.760132
	Iteration 29Q: 3 clusters Score -305380.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -305380.312500 Penalty: 770.760132
	Iteration 30Q: 3 clusters Score -305380.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -305380.062500 Penalty: 770.760132
	Iteration 31Q: 3 clusters Score -305380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -305380.843750 Penalty: 770.760132
	Iteration 32Q: 3 clusters Score -305380.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -305380.843750 Penalty: 770.760132
	Iteration 33F: 3 clusters Score -305380.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (41382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Entering Unmasked Estep 
Score: -2707503.000000 Penalty: 483.692352
	Iteration 0F: 2 clusters Score -2707503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2679852.500000 Penalty: 967.384705
	Iteration 0F: 3 clusters Score -2679852 nChanged 19827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2691903.000000 Penalty: 967.384705
	Iteration 1F: 3 clusters Score -2691903 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2692709.000000 Penalty: 967.384705
	Iteration 2Q: 3 clusters Score -2692709 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2694231.250000 Penalty: 967.384705
	Iteration 3F: 3 clusters Score -2694231 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2696691.500000 Penalty: 967.384705
	Iteration 4F: 3 clusters Score -2696692 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2699760.500000 Penalty: 967.384705
	Iteration 5F: 3 clusters Score -2699760 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2702601.500000 Penalty: 967.384705
	Iteration 6F: 3 clusters Score -2702602 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2704437.250000 Penalty: 967.384705
	Iteration 7Q: 3 clusters Score -2704437 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2705494.500000 Penalty: 967.384705
	Iteration 8Q: 3 clusters Score -2705494 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2706096.500000 Penalty: 967.384705
	Iteration 9Q: 3 clusters Score -2706096 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2706465.250000 Penalty: 967.384705
	Iteration 10Q: 3 clusters Score -2706465 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2706700.750000 Penalty: 967.384705
	Iteration 11Q: 3 clusters Score -2706701 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2706825.750000 Penalty: 967.384705
	Iteration 12Q: 3 clusters Score -2706826 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2706895.750000 Penalty: 967.384705
	Iteration 13Q: 3 clusters Score -2706896 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2706947.250000 Penalty: 967.384705
	Iteration 14Q: 3 clusters Score -2706947 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2706997.000000 Penalty: 967.384705
	Iteration 15Q: 3 clusters Score -2706997 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2707031.750000 Penalty: 967.384705
	Iteration 16Q: 3 clusters Score -2707032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2707049.000000 Penalty: 967.384705
	Iteration 17Q: 3 clusters Score -2707049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2707054.750000 Penalty: 967.384705
	Iteration 18Q: 3 clusters Score -2707055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2707059.750000 Penalty: 967.384705
	Iteration 19Q: 3 clusters Score -2707060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2707065.250000 Penalty: 967.384705
	Iteration 20F: 3 clusters Score -2707065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2707070.500000 Penalty: 967.384705
	Iteration 21Q: 3 clusters Score -2707070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2707075.500000 Penalty: 967.384705
	Iteration 22Q: 3 clusters Score -2707076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2707076.000000 Penalty: 967.384705
	Iteration 23Q: 3 clusters Score -2707076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2707076.000000 Penalty: 967.384705
	Iteration 24F: 3 clusters Score -2707076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -90259.281250 Penalty: 330.545227
	Iteration 0F: 2 clusters Score -90259.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -89229.960938 Penalty: 661.090454
	Iteration 0F: 3 clusters Score -89229.96 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -89658.195312 Penalty: 661.090454
	Iteration 1F: 3 clusters Score -89658.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -89802.320312 Penalty: 661.090454
	Iteration 2F: 3 clusters Score -89802.32 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -89934.906250 Penalty: 661.090454
	Iteration 3F: 3 clusters Score -89934.91 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -90022.476562 Penalty: 661.090454
	Iteration 4F: 3 clusters Score -90022.48 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -90065.554688 Penalty: 661.090454
	Iteration 5Q: 3 clusters Score -90065.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -90094.546875 Penalty: 661.090454
	Iteration 6Q: 3 clusters Score -90094.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -90108.171875 Penalty: 661.090454
	Iteration 7Q: 3 clusters Score -90108.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -90112.398438 Penalty: 661.090454
	Iteration 8Q: 3 clusters Score -90112.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -90115.734375 Penalty: 661.090454
	Iteration 9Q: 3 clusters Score -90115.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -90117.210938 Penalty: 661.090454
	Iteration 10Q: 3 clusters Score -90117.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -90118.960938 Penalty: 661.090454
	Iteration 11Q: 3 clusters Score -90118.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -90121.710938 Penalty: 661.090454
	Iteration 12Q: 3 clusters Score -90121.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -90126.976562 Penalty: 661.090454
	Iteration 13Q: 3 clusters Score -90126.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -90134.554688 Penalty: 661.090454
	Iteration 14Q: 3 clusters Score -90134.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -90137.570312 Penalty: 661.090454
	Iteration 15Q: 3 clusters Score -90137.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -90141.148438 Penalty: 661.090454
	Iteration 16Q: 3 clusters Score -90141.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -90143.820312 Penalty: 661.090454
	Iteration 17Q: 3 clusters Score -90143.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -90145.289062 Penalty: 661.090454
	Iteration 18Q: 3 clusters Score -90145.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -90148.789062 Penalty: 661.090454
	Iteration 19Q: 3 clusters Score -90148.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -90152.007812 Penalty: 661.090454
	Iteration 20F: 3 clusters Score -90152.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -90153.968750 Penalty: 661.090454
	Iteration 21Q: 3 clusters Score -90153.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -90154.710938 Penalty: 661.090454
	Iteration 22Q: 3 clusters Score -90154.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -90154.632812 Penalty: 661.090454
	Iteration 23Q: 3 clusters Score -90154.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -90154.632812 Penalty: 661.090454
	Iteration 24F: 3 clusters Score -90154.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -6493.074707 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -6493.075 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 53 members 
Entering Unmasked Estep 
Score: -6261.602539 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -6261.603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6292.844238 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -6292.844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6305.230469 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -6305.23 nChanged 2
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: -6310.813477 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -6310.813 nChanged 1
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: -6313.889160 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -6313.889 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: -6313.889160 Penalty: 432.576691
	Iteration 5F: 3 clusters Score -6313.889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (16753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Entering Unmasked Estep 
Score: -1120545.875000 Penalty: 442.548126
	Iteration 0F: 2 clusters Score -1120546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1109362.625000 Penalty: 885.096252
	Iteration 0F: 3 clusters Score -1109363 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1113957.250000 Penalty: 885.096252
	Iteration 1F: 3 clusters Score -1113957 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1114265.375000 Penalty: 885.096252
	Iteration 2Q: 3 clusters Score -1114265 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1114680.250000 Penalty: 885.096252
	Iteration 3F: 3 clusters Score -1114680 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1115221.250000 Penalty: 885.096252
	Iteration 4F: 3 clusters Score -1115221 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1115916.625000 Penalty: 885.096252
	Iteration 5F: 3 clusters Score -1115917 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1116879.375000 Penalty: 885.096252
	Iteration 6F: 3 clusters Score -1116879 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1117957.500000 Penalty: 885.096252
	Iteration 7F: 3 clusters Score -1117958 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1118874.625000 Penalty: 885.096252
	Iteration 8F: 3 clusters Score -1118875 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -1119518.250000 Penalty: 885.096252
	Iteration 9Q: 3 clusters Score -1119518 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1119851.625000 Penalty: 885.096252
	Iteration 10Q: 3 clusters Score -1119852 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -1120017.375000 Penalty: 885.096252
	Iteration 11Q: 3 clusters Score -1120017 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1120078.500000 Penalty: 885.096252
	Iteration 12Q: 3 clusters Score -1120078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1120117.125000 Penalty: 885.096252
	Iteration 13Q: 3 clusters Score -1120117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1120140.375000 Penalty: 885.096252
	Iteration 14Q: 3 clusters Score -1120140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -1120156.125000 Penalty: 885.096252
	Iteration 15Q: 3 clusters Score -1120156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1120162.875000 Penalty: 885.096252
	Iteration 16Q: 3 clusters Score -1120163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1120167.125000 Penalty: 885.096252
	Iteration 17Q: 3 clusters Score -1120167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1120174.750000 Penalty: 885.096252
	Iteration 18Q: 3 clusters Score -1120175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -1120180.875000 Penalty: 885.096252
	Iteration 19Q: 3 clusters Score -1120181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1120181.875000 Penalty: 885.096252
	Iteration 20F: 3 clusters Score -1120182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (19213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Entering Unmasked Estep 
Score: -1288519.875000 Penalty: 448.782074
	Iteration 0F: 2 clusters Score -1288520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1275771.375000 Penalty: 897.564148
	Iteration 0F: 3 clusters Score -1275771 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1281092.750000 Penalty: 897.564148
	Iteration 1F: 3 clusters Score -1281093 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1281429.000000 Penalty: 897.564148
	Iteration 2Q: 3 clusters Score -1281429 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1281857.250000 Penalty: 897.564148
	Iteration 3Q: 3 clusters Score -1281857 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1282433.250000 Penalty: 897.564148
	Iteration 4F: 3 clusters Score -1282433 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1283212.750000 Penalty: 897.564148
	Iteration 5F: 3 clusters Score -1283213 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1284167.000000 Penalty: 897.564148
	Iteration 6F: 3 clusters Score -1284167 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1285057.500000 Penalty: 897.564148
	Iteration 7F: 3 clusters Score -1285058 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1285793.750000 Penalty: 897.564148
	Iteration 8Q: 3 clusters Score -1285794 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1286261.500000 Penalty: 897.564148
	Iteration 9Q: 3 clusters Score -1286262 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1286577.625000 Penalty: 897.564148
	Iteration 10Q: 3 clusters Score -1286578 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1286845.875000 Penalty: 897.564148
	Iteration 11Q: 3 clusters Score -1286846 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -1287049.625000 Penalty: 897.564148
	Iteration 12Q: 3 clusters Score -1287050 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -1287205.500000 Penalty: 897.564148
	Iteration 13Q: 3 clusters Score -1287206 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -1287337.000000 Penalty: 897.564148
	Iteration 14Q: 3 clusters Score -1287337 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -1287428.500000 Penalty: 897.564148
	Iteration 15Q: 3 clusters Score -1287428 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -1287491.250000 Penalty: 897.564148
	Iteration 16Q: 3 clusters Score -1287491 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1287555.750000 Penalty: 897.564148
	Iteration 17Q: 3 clusters Score -1287556 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1287609.750000 Penalty: 897.564148
	Iteration 18Q: 3 clusters Score -1287610 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -1287660.500000 Penalty: 897.564148
	Iteration 19Q: 3 clusters Score -1287660 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -1287722.625000 Penalty: 897.564148
	Iteration 20F: 3 clusters Score -1287723 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1287782.000000 Penalty: 897.564148
	Iteration 21Q: 3 clusters Score -1287782 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1287842.875000 Penalty: 897.564148
	Iteration 22Q: 3 clusters Score -1287843 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1287883.625000 Penalty: 897.564148
	Iteration 23Q: 3 clusters Score -1287884 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1287924.125000 Penalty: 897.564148
	Iteration 24Q: 3 clusters Score -1287924 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1287950.750000 Penalty: 897.564148
	Iteration 25Q: 3 clusters Score -1287951 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1287986.125000 Penalty: 897.564148
	Iteration 26Q: 3 clusters Score -1287986 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -1288025.000000 Penalty: 897.564148
	Iteration 27Q: 3 clusters Score -1288025 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1288048.250000 Penalty: 897.564148
	Iteration 28Q: 3 clusters Score -1288048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -1288056.250000 Penalty: 897.564148
	Iteration 29Q: 3 clusters Score -1288056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -1288065.375000 Penalty: 897.564148
	Iteration 30Q: 3 clusters Score -1288065 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1288074.500000 Penalty: 897.564148
	Iteration 31Q: 3 clusters Score -1288074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -1288078.000000 Penalty: 897.564148
	Iteration 32Q: 3 clusters Score -1288078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1288085.125000 Penalty: 897.564148
	Iteration 33Q: 3 clusters Score -1288085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1288084.250000 Penalty: 897.564148
	Iteration 34Q: 3 clusters Score -1288084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -1288080.625000 Penalty: 897.564148
	Iteration 35Q: 3 clusters Score -1288081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1288081.875000 Penalty: 897.564148
	Iteration 36Q: 3 clusters Score -1288082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1288084.750000 Penalty: 897.564148
	Iteration 37Q: 3 clusters Score -1288085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1288084.750000 Penalty: 897.564148
	Iteration 38Q: 3 clusters Score -1288085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -1288084.875000 Penalty: 897.564148
	Iteration 39Q: 3 clusters Score -1288085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1288090.250000 Penalty: 897.564148
	Iteration 40F: 3 clusters Score -1288090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1288091.375000 Penalty: 897.564148
	Iteration 41Q: 3 clusters Score -1288091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1288094.125000 Penalty: 897.564148
	Iteration 42Q: 3 clusters Score -1288094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1288094.750000 Penalty: 897.564148
	Iteration 43Q: 3 clusters Score -1288095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1288096.875000 Penalty: 897.564148
	Iteration 44Q: 3 clusters Score -1288097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1288096.500000 Penalty: 897.564148
	Iteration 45Q: 3 clusters Score -1288096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1288095.625000 Penalty: 897.564148
	Iteration 46Q: 3 clusters Score -1288096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1288095.625000 Penalty: 897.564148
	Iteration 47F: 3 clusters Score -1288096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (80906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80906 members 
Entering Unmasked Estep 
Score: -5348253.000000 Penalty: 514.197510
	Iteration 0F: 2 clusters Score -5348253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -5293891.500000 Penalty: 1028.395020
	Iteration 0F: 3 clusters Score -5293892 nChanged 39434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -5318770.000000 Penalty: 1028.395020
	Iteration 1F: 3 clusters Score -5318770 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -5321103.500000 Penalty: 1028.395020
	Iteration 2F: 3 clusters Score -5321104 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -5324689.000000 Penalty: 1028.395020
	Iteration 3F: 3 clusters Score -5324689 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -5329462.500000 Penalty: 1028.395020
	Iteration 4F: 3 clusters Score -5329462 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -5334176.000000 Penalty: 1028.395020
	Iteration 5F: 3 clusters Score -5334176 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -5337118.000000 Penalty: 1028.395020
	Iteration 6Q: 3 clusters Score -5337118 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -5338672.500000 Penalty: 1028.395020
	Iteration 7Q: 3 clusters Score -5338672 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69653 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -5339777.000000 Penalty: 1028.395020
	Iteration 8Q: 3 clusters Score -5339777 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71026 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -5340611.000000 Penalty: 1028.395020
	Iteration 9Q: 3 clusters Score -5340611 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72241 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -5341299.000000 Penalty: 1028.395020
	Iteration 10Q: 3 clusters Score -5341299 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -5342034.000000 Penalty: 1028.395020
	Iteration 11Q: 3 clusters Score -5342034 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74146 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -5342665.500000 Penalty: 1028.395020
	Iteration 12Q: 3 clusters Score -5342666 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74841 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5343176 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5343687 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -5344316.500000 Penalty: 1028.395020
	Iteration 15Q: 3 clusters Score -5344316 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76118 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5344788 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5345215 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76665 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5345543 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76852 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5345807 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77018 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -5346008.500000 Penalty: 1028.395020
	Iteration 20F: 3 clusters Score -5346008 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77153 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5346152 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77278 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -5346302.500000 Penalty: 1028.395020
	Iteration 22Q: 3 clusters Score -5346302 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77375 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5346371 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77465 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -5346444.500000 Penalty: 1028.395020
	Iteration 24Q: 3 clusters Score -5346444 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77534 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5346522 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77582 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5346582 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77602 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -5346628.500000 Penalty: 1028.395020
	Iteration 27Q: 3 clusters Score -5346628 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5346674 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77621 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5346695.500000 Penalty: 1028.395020
	Iteration 29Q: 3 clusters Score -5346696 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77614 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5346735 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77609 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5346776 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77591 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5346780 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77564 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5346804 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77504 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5346829 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77445 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5346846 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77393 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5346868 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77354 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5346893 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77302 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -5346917.500000 Penalty: 1028.395020
	Iteration 38Q: 3 clusters Score -5346918 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77258 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5346911 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5346910 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77151 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5346922 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77093 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5346909 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77016 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5346901 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76926 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5346906 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76838 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5346882 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76707 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5346874 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76584 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -5346831.500000 Penalty: 1028.395020
	Iteration 47Q: 3 clusters Score -5346832 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76450 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5346776 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76276 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5346714 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76105 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5346584 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75923 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5346542 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75709 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5346549 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75493 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5346410 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75283 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5346301 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75090 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5346252 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5346286 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74765 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5346290 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74690 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5346261 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74668 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5346280 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74679 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5346366 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74546 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5346409 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74465 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5346438 nChanged 161
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Mstep: Class 1 contains 74408 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5346454 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74319 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5346456 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5346472 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74231 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5346477 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74222 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5346476 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74248 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5346464 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74234 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5346467 nChanged 41
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Mstep: Class 1 contains 74233 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5346474 nChanged 52
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Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5346474 nChanged 34
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Mstep: Class 1 contains 74303 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5346492 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5346498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74356 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5346519 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74354 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5346500 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74384 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5346485 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74394 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5346503 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74482 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5346496 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74571 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5346456 nChanged 35
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Mstep: Class 1 contains 74600 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5346444 nChanged 54
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Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5346430 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74702 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5346444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74733 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5346490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74713 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5346470 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5346470 nChanged 12
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Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5346470 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74765 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5346484 nChanged 20
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Mstep: Class 1 contains 74785 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74778 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5346478 nChanged 1
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Mstep: Class 1 contains 74777 members 
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Mstep: Class 1 contains 74794 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5346501 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74799 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5346506 nChanged 7
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Mstep: Class 1 contains 74806 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5346510 nChanged 49
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Mstep: Class 1 contains 74855 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5346502 nChanged 25
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Mstep: Class 1 contains 74876 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74872 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74868 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5346486 nChanged 15
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Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5346489 nChanged 3
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Mstep: Class 1 contains 74880 members 
Mstep: Class 2 contains 6026 members 
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Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5346487 nChanged 21
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Mstep: Class 1 contains 74903 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5346455 nChanged 15
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Mstep: Class 1 contains 74916 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5346446 nChanged 9
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Mstep: Class 1 contains 74925 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5346441 nChanged 15
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Mstep: Class 1 contains 74940 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -5346451.000000 Penalty: 1028.395020
	Iteration 104Q: 3 clusters Score -5346451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74931 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -5346444.500000 Penalty: 1028.395020
	Iteration 105Q: 3 clusters Score -5346444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74951 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -5346454.000000 Penalty: 1028.395020
	Iteration 106Q: 3 clusters Score -5346454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74941 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -5346452.000000 Penalty: 1028.395020
	Iteration 107Q: 3 clusters Score -5346452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74931 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -5346446.000000 Penalty: 1028.395020
	Iteration 108Q: 3 clusters Score -5346446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74935 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -5346437.000000 Penalty: 1028.395020
	Iteration 109Q: 3 clusters Score -5346437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -5346447.500000 Penalty: 1028.395020
	Iteration 110Q: 3 clusters Score -5346448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74957 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -5346449.500000 Penalty: 1028.395020
	Iteration 111Q: 3 clusters Score -5346450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74985 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -5346428.000000 Penalty: 1028.395020
	Iteration 112Q: 3 clusters Score -5346428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -5346450.500000 Penalty: 1028.395020
	Iteration 113Q: 3 clusters Score -5346450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74955 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -5346447.000000 Penalty: 1028.395020
	Iteration 114Q: 3 clusters Score -5346447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -5346447.500000 Penalty: 1028.395020
	Iteration 115Q: 3 clusters Score -5346448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -5346459.000000 Penalty: 1028.395020
	Iteration 116Q: 3 clusters Score -5346459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -5346459.500000 Penalty: 1028.395020
	Iteration 117Q: 3 clusters Score -5346460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -5346459.500000 Penalty: 1028.395020
	Iteration 118F: 3 clusters Score -5346460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Entering Unmasked Estep 
Score: -569745.875000 Penalty: 412.786346
	Iteration 0F: 2 clusters Score -569745.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -563994.375000 Penalty: 825.572693
	Iteration 0F: 3 clusters Score -563994.4 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -566325.125000 Penalty: 825.572693
	Iteration 1F: 3 clusters Score -566325.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -566509.750000 Penalty: 825.572693
	Iteration 2Q: 3 clusters Score -566509.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -566696.812500 Penalty: 825.572693
	Iteration 3Q: 3 clusters Score -566696.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -566915.000000 Penalty: 825.572693
	Iteration 4Q: 3 clusters Score -566915 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -567196.812500 Penalty: 825.572693
	Iteration 5Q: 3 clusters Score -567196.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -567529.000000 Penalty: 825.572693
	Iteration 6F: 3 clusters Score -567529 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -567781.437500 Penalty: 825.572693
	Iteration 7Q: 3 clusters Score -567781.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -567902.062500 Penalty: 825.572693
	Iteration 8Q: 3 clusters Score -567902.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -567957.875000 Penalty: 825.572693
	Iteration 9Q: 3 clusters Score -567957.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -567990.562500 Penalty: 825.572693
	Iteration 10Q: 3 clusters Score -567990.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -568013.000000 Penalty: 825.572693
	Iteration 11Q: 3 clusters Score -568013 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -568036.437500 Penalty: 825.572693
	Iteration 12Q: 3 clusters Score -568036.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -568058.250000 Penalty: 825.572693
	Iteration 13Q: 3 clusters Score -568058.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -568084.125000 Penalty: 825.572693
	Iteration 14Q: 3 clusters Score -568084.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -568111.687500 Penalty: 825.572693
	Iteration 15Q: 3 clusters Score -568111.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -568138.562500 Penalty: 825.572693
	Iteration 16Q: 3 clusters Score -568138.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -568162.375000 Penalty: 825.572693
	Iteration 17Q: 3 clusters Score -568162.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -568179.062500 Penalty: 825.572693
	Iteration 18Q: 3 clusters Score -568179.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -568202.500000 Penalty: 825.572693
	Iteration 19Q: 3 clusters Score -568202.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -568225.500000 Penalty: 825.572693
	Iteration 20F: 3 clusters Score -568225.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -568255.750000 Penalty: 825.572693
	Iteration 21Q: 3 clusters Score -568255.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -568292.000000 Penalty: 825.572693
	Iteration 22Q: 3 clusters Score -568292 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -568328.250000 Penalty: 825.572693
	Iteration 23Q: 3 clusters Score -568328.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -568379.750000 Penalty: 825.572693
	Iteration 24Q: 3 clusters Score -568379.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -568448.625000 Penalty: 825.572693
	Iteration 25Q: 3 clusters Score -568448.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -568529.312500 Penalty: 825.572693
	Iteration 26Q: 3 clusters Score -568529.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -568620.375000 Penalty: 825.572693
	Iteration 27Q: 3 clusters Score -568620.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -568720.312500 Penalty: 825.572693
	Iteration 28Q: 3 clusters Score -568720.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -568820.500000 Penalty: 825.572693
	Iteration 29Q: 3 clusters Score -568820.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -568927.000000 Penalty: 825.572693
	Iteration 30Q: 3 clusters Score -568927 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -569016.875000 Penalty: 825.572693
	Iteration 31Q: 3 clusters Score -569016.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -569098.375000 Penalty: 825.572693
	Iteration 32Q: 3 clusters Score -569098.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -569194.187500 Penalty: 825.572693
	Iteration 33Q: 3 clusters Score -569194.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -569269.187500 Penalty: 825.572693
	Iteration 34Q: 3 clusters Score -569269.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -569312.125000 Penalty: 825.572693
	Iteration 35Q: 3 clusters Score -569312.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -569329.625000 Penalty: 825.572693
	Iteration 36Q: 3 clusters Score -569329.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -569345.312500 Penalty: 825.572693
	Iteration 37Q: 3 clusters Score -569345.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -569358.562500 Penalty: 825.572693
	Iteration 38Q: 3 clusters Score -569358.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -569367.625000 Penalty: 825.572693
	Iteration 39Q: 3 clusters Score -569367.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -569375.000000 Penalty: 825.572693
	Iteration 40F: 3 clusters Score -569375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -569384.937500 Penalty: 825.572693
	Iteration 41Q: 3 clusters Score -569384.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -569393.562500 Penalty: 825.572693
	Iteration 42Q: 3 clusters Score -569393.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -569397.750000 Penalty: 825.572693
	Iteration 43Q: 3 clusters Score -569397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -569397.937500 Penalty: 825.572693
	Iteration 44Q: 3 clusters Score -569397.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -569397.937500 Penalty: 825.572693
	Iteration 45F: 3 clusters Score -569397.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3928 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 25053 members 
Mstep: Class 11 contains 3836 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38820 members 
Mstep: Class 14 contains 68487 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20416 members 
Mstep: Class 17 contains 1172 members 
Mstep: Class 18 contains 7487 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 77672 members 
Mstep: Class 21 contains 10713 members 
Mstep: Class 22 contains 78023 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4148 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 42113 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 41382 members 
Mstep: Class 32 contains 1429 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16753 members 
Mstep: Class 35 contains 19213 members 
Mstep: Class 36 contains 80906 members 
Mstep: Class 37 contains 8710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874776.000000 Penalty: 21737.548828
Iteration 399Q: 37 clusters Score -3.587478e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3928 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 25068 members 
Mstep: Class 11 contains 3795 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38817 members 
Mstep: Class 14 contains 68484 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20417 members 
Mstep: Class 17 contains 1169 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 77692 members 
Mstep: Class 21 contains 10711 members 
Mstep: Class 22 contains 77887 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4146 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 41853 members 
Mstep: Class 30 contains 4762 members 
Mstep: Class 31 contains 41562 members 
Mstep: Class 32 contains 1432 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16778 members 
Mstep: Class 35 contains 19144 members 
Mstep: Class 36 contains 81101 members 
Mstep: Class 37 contains 8814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874716.000000 Penalty: 21737.548828
Iteration 400F: 37 clusters Score -3.587472e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 25088 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38814 members 
Mstep: Class 14 contains 68480 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20419 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 18 contains 7491 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 77767 members 
Mstep: Class 21 contains 10703 members 
Mstep: Class 22 contains 77722 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4148 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 41628 members 
Mstep: Class 30 contains 4755 members 
Mstep: Class 31 contains 41685 members 
Mstep: Class 32 contains 1433 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16800 members 
Mstep: Class 35 contains 19047 members 
Mstep: Class 36 contains 81258 members 
Mstep: Class 37 contains 8918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874868.000000 Penalty: 21737.548828
Iteration 401Q: 37 clusters Score -3.587487e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 25116 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38821 members 
Mstep: Class 14 contains 68478 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20419 members 
Mstep: Class 17 contains 1172 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 77902 members 
Mstep: Class 21 contains 10688 members 
Mstep: Class 22 contains 77578 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4148 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 41422 members 
Mstep: Class 30 contains 4749 members 
Mstep: Class 31 contains 41767 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16827 members 
Mstep: Class 35 contains 18909 members 
Mstep: Class 36 contains 81286 members 
Mstep: Class 37 contains 9038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874868.000000 Penalty: 21737.548828
Iteration 402Q: 37 clusters Score -3.587487e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 25147 members 
Mstep: Class 11 contains 3711 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38841 members 
Mstep: Class 14 contains 68475 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20419 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 7637 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78052 members 
Mstep: Class 21 contains 10668 members 
Mstep: Class 22 contains 77532 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4145 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 41295 members 
Mstep: Class 30 contains 4743 members 
Mstep: Class 31 contains 41804 members 
Mstep: Class 32 contains 1437 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16846 members 
Mstep: Class 35 contains 18824 members 
Mstep: Class 36 contains 81196 members 
Mstep: Class 37 contains 9152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874932.000000 Penalty: 21737.548828
Iteration 403Q: 37 clusters Score -3.587493e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 25188 members 
Mstep: Class 11 contains 3683 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38871 members 
Mstep: Class 14 contains 68468 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20420 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 7719 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78137 members 
Mstep: Class 21 contains 10636 members 
Mstep: Class 22 contains 77464 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 41157 members 
Mstep: Class 30 contains 4744 members 
Mstep: Class 31 contains 41851 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16882 members 
Mstep: Class 35 contains 18715 members 
Mstep: Class 36 contains 81150 members 
Mstep: Class 37 contains 9259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874936.000000 Penalty: 21737.548828
Iteration 404Q: 37 clusters Score -3.587494e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 25253 members 
Mstep: Class 11 contains 3632 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38890 members 
Mstep: Class 14 contains 68468 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20420 members 
Mstep: Class 17 contains 1172 members 
Mstep: Class 18 contains 7785 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78199 members 
Mstep: Class 21 contains 10600 members 
Mstep: Class 22 contains 77476 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 41023 members 
Mstep: Class 30 contains 4738 members 
Mstep: Class 31 contains 41910 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16901 members 
Mstep: Class 35 contains 18600 members 
Mstep: Class 36 contains 81071 members 
Mstep: Class 37 contains 9374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874916.000000 Penalty: 21737.548828
Iteration 405Q: 37 clusters Score -3.587492e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 25318 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38886 members 
Mstep: Class 14 contains 68469 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20421 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78241 members 
Mstep: Class 21 contains 10567 members 
Mstep: Class 22 contains 77511 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 40905 members 
Mstep: Class 30 contains 4731 members 
Mstep: Class 31 contains 41927 members 
Mstep: Class 32 contains 1445 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16942 members 
Mstep: Class 35 contains 18476 members 
Mstep: Class 36 contains 81033 members 
Mstep: Class 37 contains 9501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874976.000000 Penalty: 21737.548828
Iteration 406Q: 37 clusters Score -3.587498e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 25394 members 
Mstep: Class 11 contains 3522 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38892 members 
Mstep: Class 14 contains 68469 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20421 members 
Mstep: Class 17 contains 1166 members 
Mstep: Class 18 contains 7854 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78298 members 
Mstep: Class 21 contains 10540 members 
Mstep: Class 22 contains 77567 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4144 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 40756 members 
Mstep: Class 30 contains 4722 members 
Mstep: Class 31 contains 41975 members 
Mstep: Class 32 contains 1446 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 16983 members 
Mstep: Class 35 contains 18342 members 
Mstep: Class 36 contains 80996 members 
Mstep: Class 37 contains 9612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875020.000000 Penalty: 21737.548828
Iteration 407Q: 37 clusters Score -3.587502e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18485 members 
Mstep: Class 10 contains 25468 members 
Mstep: Class 11 contains 3509 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38894 members 
Mstep: Class 14 contains 68464 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20421 members 
Mstep: Class 17 contains 1165 members 
Mstep: Class 18 contains 7888 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78347 members 
Mstep: Class 21 contains 10510 members 
Mstep: Class 22 contains 77647 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4150 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 40603 members 
Mstep: Class 30 contains 4719 members 
Mstep: Class 31 contains 42003 members 
Mstep: Class 32 contains 1447 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17036 members 
Mstep: Class 35 contains 18201 members 
Mstep: Class 36 contains 80915 members 
Mstep: Class 37 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875016.000000 Penalty: 21737.548828
Iteration 408Q: 37 clusters Score -3.587502e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18484 members 
Mstep: Class 10 contains 25550 members 
Mstep: Class 11 contains 3458 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38897 members 
Mstep: Class 14 contains 68460 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20421 members 
Mstep: Class 17 contains 1166 members 
Mstep: Class 18 contains 7896 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78386 members 
Mstep: Class 21 contains 10491 members 
Mstep: Class 22 contains 77708 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4154 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 40501 members 
Mstep: Class 30 contains 4714 members 
Mstep: Class 31 contains 42040 members 
Mstep: Class 32 contains 1448 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17079 members 
Mstep: Class 35 contains 18069 members 
Mstep: Class 36 contains 80876 members 
Mstep: Class 37 contains 9787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875124.000000 Penalty: 21737.548828
Iteration 409Q: 37 clusters Score -3.587512e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18484 members 
Mstep: Class 10 contains 25619 members 
Mstep: Class 11 contains 3429 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38888 members 
Mstep: Class 14 contains 68459 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20421 members 
Mstep: Class 17 contains 1165 members 
Mstep: Class 18 contains 7913 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78425 members 
Mstep: Class 21 contains 10485 members 
Mstep: Class 22 contains 77802 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4160 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 40398 members 
Mstep: Class 30 contains 4703 members 
Mstep: Class 31 contains 42067 members 
Mstep: Class 32 contains 1450 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17123 members 
Mstep: Class 35 contains 17926 members 
Mstep: Class 36 contains 80805 members 
Mstep: Class 37 contains 9863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875180.000000 Penalty: 21737.548828
Iteration 410Q: 37 clusters Score -3.587518e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 25668 members 
Mstep: Class 11 contains 3445 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38873 members 
Mstep: Class 14 contains 68457 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20421 members 
Mstep: Class 17 contains 1161 members 
Mstep: Class 18 contains 7921 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78386 members 
Mstep: Class 21 contains 10472 members 
Mstep: Class 22 contains 77820 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4165 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 40265 members 
Mstep: Class 30 contains 4704 members 
Mstep: Class 31 contains 42095 members 
Mstep: Class 32 contains 1453 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17186 members 
Mstep: Class 35 contains 17794 members 
Mstep: Class 36 contains 80866 members 
Mstep: Class 37 contains 9950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875196.000000 Penalty: 21737.548828
Iteration 411Q: 37 clusters Score -3.58752e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 25754 members 
Mstep: Class 11 contains 3394 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38861 members 
Mstep: Class 14 contains 68453 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20421 members 
Mstep: Class 17 contains 1161 members 
Mstep: Class 18 contains 7898 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78421 members 
Mstep: Class 21 contains 10452 members 
Mstep: Class 22 contains 77818 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4170 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 40158 members 
Mstep: Class 30 contains 4704 members 
Mstep: Class 31 contains 42138 members 
Mstep: Class 32 contains 1456 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17207 members 
Mstep: Class 35 contains 17689 members 
Mstep: Class 36 contains 80930 members 
Mstep: Class 37 contains 10018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875260.000000 Penalty: 21737.548828
Iteration 412Q: 37 clusters Score -3.587526e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 25855 members 
Mstep: Class 11 contains 3422 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38855 members 
Mstep: Class 14 contains 68454 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20421 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 7880 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78462 members 
Mstep: Class 21 contains 10424 members 
Mstep: Class 22 contains 77780 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4173 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39989 members 
Mstep: Class 30 contains 4696 members 
Mstep: Class 31 contains 42179 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17223 members 
Mstep: Class 35 contains 17584 members 
Mstep: Class 36 contains 80989 members 
Mstep: Class 37 contains 10096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875176.000000 Penalty: 21737.548828
Iteration 413Q: 37 clusters Score -3.587518e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 25946 members 
Mstep: Class 11 contains 3424 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38862 members 
Mstep: Class 14 contains 68451 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20421 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 7858 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78519 members 
Mstep: Class 21 contains 10395 members 
Mstep: Class 22 contains 77731 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39881 members 
Mstep: Class 30 contains 4690 members 
Mstep: Class 31 contains 42170 members 
Mstep: Class 32 contains 1464 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17255 members 
Mstep: Class 35 contains 17486 members 
Mstep: Class 36 contains 81033 members 
Mstep: Class 37 contains 10181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875280.000000 Penalty: 21737.548828
Iteration 414Q: 37 clusters Score -3.587528e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 26023 members 
Mstep: Class 11 contains 3429 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38858 members 
Mstep: Class 14 contains 68451 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20422 members 
Mstep: Class 17 contains 1159 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78544 members 
Mstep: Class 21 contains 10364 members 
Mstep: Class 22 contains 77662 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39774 members 
Mstep: Class 30 contains 4683 members 
Mstep: Class 31 contains 42160 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17301 members 
Mstep: Class 35 contains 17393 members 
Mstep: Class 36 contains 81072 members 
Mstep: Class 37 contains 10284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875264.000000 Penalty: 21737.548828
Iteration 415Q: 37 clusters Score -3.587526e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 26095 members 
Mstep: Class 11 contains 3390 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38854 members 
Mstep: Class 14 contains 68450 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20422 members 
Mstep: Class 17 contains 1160 members 
Mstep: Class 18 contains 7888 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78637 members 
Mstep: Class 21 contains 10337 members 
Mstep: Class 22 contains 77643 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39720 members 
Mstep: Class 30 contains 4678 members 
Mstep: Class 31 contains 42108 members 
Mstep: Class 32 contains 1472 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17330 members 
Mstep: Class 35 contains 17315 members 
Mstep: Class 36 contains 81040 members 
Mstep: Class 37 contains 10390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875120.000000 Penalty: 21737.548828
Iteration 416Q: 37 clusters Score -3.587512e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 26165 members 
Mstep: Class 11 contains 3412 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38850 members 
Mstep: Class 14 contains 68448 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20422 members 
Mstep: Class 17 contains 1163 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78677 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 77648 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4176 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39638 members 
Mstep: Class 30 contains 4674 members 
Mstep: Class 31 contains 42042 members 
Mstep: Class 32 contains 1473 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17343 members 
Mstep: Class 35 contains 17255 members 
Mstep: Class 36 contains 81022 members 
Mstep: Class 37 contains 10496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875136.000000 Penalty: 21737.548828
Iteration 417Q: 37 clusters Score -3.587514e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 26240 members 
Mstep: Class 11 contains 3382 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38841 members 
Mstep: Class 14 contains 68447 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20422 members 
Mstep: Class 17 contains 1165 members 
Mstep: Class 18 contains 7937 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78726 members 
Mstep: Class 21 contains 10276 members 
Mstep: Class 22 contains 77656 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4178 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39595 members 
Mstep: Class 30 contains 4671 members 
Mstep: Class 31 contains 41978 members 
Mstep: Class 32 contains 1476 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17329 members 
Mstep: Class 35 contains 17184 members 
Mstep: Class 36 contains 80993 members 
Mstep: Class 37 contains 10606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875112.000000 Penalty: 21737.548828
Iteration 418Q: 37 clusters Score -3.587511e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 26297 members 
Mstep: Class 11 contains 3380 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38840 members 
Mstep: Class 14 contains 68445 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20422 members 
Mstep: Class 17 contains 1165 members 
Mstep: Class 18 contains 7951 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78767 members 
Mstep: Class 21 contains 10256 members 
Mstep: Class 22 contains 77657 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4176 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39491 members 
Mstep: Class 30 contains 4664 members 
Mstep: Class 31 contains 41920 members 
Mstep: Class 32 contains 1479 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17345 members 
Mstep: Class 35 contains 17130 members 
Mstep: Class 36 contains 81001 members 
Mstep: Class 37 contains 10716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875116.000000 Penalty: 21737.548828
Iteration 419Q: 37 clusters Score -3.587512e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 26359 members 
Mstep: Class 11 contains 3438 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38838 members 
Mstep: Class 14 contains 68443 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20422 members 
Mstep: Class 17 contains 1165 members 
Mstep: Class 18 contains 8004 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78787 members 
Mstep: Class 21 contains 10241 members 
Mstep: Class 22 contains 77646 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4179 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39369 members 
Mstep: Class 30 contains 4657 members 
Mstep: Class 31 contains 41853 members 
Mstep: Class 32 contains 1480 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17340 members 
Mstep: Class 35 contains 17043 members 
Mstep: Class 36 contains 81010 members 
Mstep: Class 37 contains 10828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874980.000000 Penalty: 21737.548828
Iteration 420F: 37 clusters Score -3.587498e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18482 members 
Mstep: Class 10 contains 26426 members 
Mstep: Class 11 contains 3449 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38843 members 
Mstep: Class 14 contains 68437 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20422 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 8002 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78832 members 
Mstep: Class 21 contains 10220 members 
Mstep: Class 22 contains 77672 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4179 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39295 members 
Mstep: Class 30 contains 4658 members 
Mstep: Class 31 contains 41794 members 
Mstep: Class 32 contains 1481 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17320 members 
Mstep: Class 35 contains 16989 members 
Mstep: Class 36 contains 80994 members 
Mstep: Class 37 contains 10928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875048.000000 Penalty: 21737.548828
Iteration 421Q: 37 clusters Score -3.587505e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18481 members 
Mstep: Class 10 contains 26480 members 
Mstep: Class 11 contains 3453 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38836 members 
Mstep: Class 14 contains 68433 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20421 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 7992 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78869 members 
Mstep: Class 21 contains 10207 members 
Mstep: Class 22 contains 77724 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39234 members 
Mstep: Class 30 contains 4655 members 
Mstep: Class 31 contains 41735 members 
Mstep: Class 32 contains 1483 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17317 members 
Mstep: Class 35 contains 16925 members 
Mstep: Class 36 contains 80989 members 
Mstep: Class 37 contains 11015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875100.000000 Penalty: 21737.548828
Iteration 422Q: 37 clusters Score -3.58751e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18481 members 
Mstep: Class 10 contains 26526 members 
Mstep: Class 11 contains 3420 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38831 members 
Mstep: Class 14 contains 68431 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20421 members 
Mstep: Class 17 contains 1165 members 
Mstep: Class 18 contains 7977 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78909 members 
Mstep: Class 21 contains 10183 members 
Mstep: Class 22 contains 77733 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4170 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39187 members 
Mstep: Class 30 contains 4653 members 
Mstep: Class 31 contains 41686 members 
Mstep: Class 32 contains 1484 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17322 members 
Mstep: Class 35 contains 16879 members 
Mstep: Class 36 contains 81025 members 
Mstep: Class 37 contains 11102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875048.000000 Penalty: 21737.548828
Iteration 423Q: 37 clusters Score -3.587505e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18481 members 
Mstep: Class 10 contains 26577 members 
Mstep: Class 11 contains 3401 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38829 members 
Mstep: Class 14 contains 68431 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20420 members 
Mstep: Class 17 contains 1165 members 
Mstep: Class 18 contains 7986 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 78958 members 
Mstep: Class 21 contains 10160 members 
Mstep: Class 22 contains 77725 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4169 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39119 members 
Mstep: Class 30 contains 4646 members 
Mstep: Class 31 contains 41636 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17323 members 
Mstep: Class 35 contains 16832 members 
Mstep: Class 36 contains 81053 members 
Mstep: Class 37 contains 11188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874988.000000 Penalty: 21737.548828
Iteration 424Q: 37 clusters Score -3.587499e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18480 members 
Mstep: Class 10 contains 26634 members 
Mstep: Class 11 contains 3394 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38827 members 
Mstep: Class 14 contains 68428 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20420 members 
Mstep: Class 17 contains 1165 members 
Mstep: Class 18 contains 7939 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79027 members 
Mstep: Class 21 contains 10138 members 
Mstep: Class 22 contains 77758 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4169 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39039 members 
Mstep: Class 30 contains 4647 members 
Mstep: Class 31 contains 41578 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17298 members 
Mstep: Class 35 contains 16815 members 
Mstep: Class 36 contains 81061 members 
Mstep: Class 37 contains 11282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874996.000000 Penalty: 21737.548828
Iteration 425Q: 37 clusters Score -3.5875e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 26692 members 
Mstep: Class 11 contains 3413 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38816 members 
Mstep: Class 14 contains 68425 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20421 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 7894 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79091 members 
Mstep: Class 21 contains 10114 members 
Mstep: Class 22 contains 77752 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4167 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38955 members 
Mstep: Class 30 contains 4643 members 
Mstep: Class 31 contains 41510 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17282 members 
Mstep: Class 35 contains 16796 members 
Mstep: Class 36 contains 81112 members 
Mstep: Class 37 contains 11375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875036.000000 Penalty: 21737.548828
Iteration 426Q: 37 clusters Score -3.587504e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 26751 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38807 members 
Mstep: Class 14 contains 68422 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20422 members 
Mstep: Class 17 contains 1159 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79193 members 
Mstep: Class 21 contains 10088 members 
Mstep: Class 22 contains 77653 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4167 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38925 members 
Mstep: Class 30 contains 4638 members 
Mstep: Class 31 contains 41442 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17264 members 
Mstep: Class 35 contains 16748 members 
Mstep: Class 36 contains 81212 members 
Mstep: Class 37 contains 11463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875028.000000 Penalty: 21737.548828
Iteration 427Q: 37 clusters Score -3.587503e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 26818 members 
Mstep: Class 11 contains 3393 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38799 members 
Mstep: Class 14 contains 68422 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20422 members 
Mstep: Class 17 contains 1157 members 
Mstep: Class 18 contains 7922 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79288 members 
Mstep: Class 21 contains 10066 members 
Mstep: Class 22 contains 77574 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4168 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38848 members 
Mstep: Class 30 contains 4630 members 
Mstep: Class 31 contains 41405 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17250 members 
Mstep: Class 35 contains 16700 members 
Mstep: Class 36 contains 81234 members 
Mstep: Class 37 contains 11524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875040.000000 Penalty: 21737.548828
Iteration 428Q: 37 clusters Score -3.587504e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 26871 members 
Mstep: Class 11 contains 3387 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38816 members 
Mstep: Class 14 contains 68418 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20422 members 
Mstep: Class 17 contains 1155 members 
Mstep: Class 18 contains 7942 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79398 members 
Mstep: Class 21 contains 10050 members 
Mstep: Class 22 contains 77537 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4169 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38816 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41354 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17240 members 
Mstep: Class 35 contains 16663 members 
Mstep: Class 36 contains 81174 members 
Mstep: Class 37 contains 11584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875044.000000 Penalty: 21737.548828
Iteration 429Q: 37 clusters Score -3.587504e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 26918 members 
Mstep: Class 11 contains 3368 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38821 members 
Mstep: Class 14 contains 68415 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20422 members 
Mstep: Class 17 contains 1154 members 
Mstep: Class 18 contains 7975 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79514 members 
Mstep: Class 21 contains 10034 members 
Mstep: Class 22 contains 77500 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38777 members 
Mstep: Class 30 contains 4622 members 
Mstep: Class 31 contains 41311 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17235 members 
Mstep: Class 35 contains 16619 members 
Mstep: Class 36 contains 81127 members 
Mstep: Class 37 contains 11637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875036.000000 Penalty: 21737.548828
Iteration 430Q: 37 clusters Score -3.587504e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 26959 members 
Mstep: Class 11 contains 3358 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38830 members 
Mstep: Class 14 contains 68414 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20422 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 8018 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79594 members 
Mstep: Class 21 contains 10011 members 
Mstep: Class 22 contains 77450 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38745 members 
Mstep: Class 30 contains 4621 members 
Mstep: Class 31 contains 41281 members 
Mstep: Class 32 contains 1486 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17257 members 
Mstep: Class 35 contains 16551 members 
Mstep: Class 36 contains 81103 members 
Mstep: Class 37 contains 11682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874968.000000 Penalty: 21737.548828
Iteration 431Q: 37 clusters Score -3.587497e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27003 members 
Mstep: Class 11 contains 3354 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38844 members 
Mstep: Class 14 contains 68414 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20423 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 8034 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79651 members 
Mstep: Class 21 contains 9992 members 
Mstep: Class 22 contains 77473 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4167 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38720 members 
Mstep: Class 30 contains 4615 members 
Mstep: Class 31 contains 41250 members 
Mstep: Class 32 contains 1490 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17258 members 
Mstep: Class 35 contains 16494 members 
Mstep: Class 36 contains 81054 members 
Mstep: Class 37 contains 11720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874996.000000 Penalty: 21737.548828
Iteration 432Q: 37 clusters Score -3.5875e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27026 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38849 members 
Mstep: Class 14 contains 68412 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20423 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 8070 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79710 members 
Mstep: Class 21 contains 9981 members 
Mstep: Class 22 contains 77509 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4165 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38701 members 
Mstep: Class 30 contains 4608 members 
Mstep: Class 31 contains 41223 members 
Mstep: Class 32 contains 1495 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17282 members 
Mstep: Class 35 contains 16422 members 
Mstep: Class 36 contains 80989 members 
Mstep: Class 37 contains 11747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874980.000000 Penalty: 21737.548828
Iteration 433Q: 37 clusters Score -3.587498e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27057 members 
Mstep: Class 11 contains 3368 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38850 members 
Mstep: Class 14 contains 68409 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20424 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 8081 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79729 members 
Mstep: Class 21 contains 9968 members 
Mstep: Class 22 contains 77584 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4164 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38687 members 
Mstep: Class 30 contains 4602 members 
Mstep: Class 31 contains 41189 members 
Mstep: Class 32 contains 1496 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17314 members 
Mstep: Class 35 contains 16352 members 
Mstep: Class 36 contains 80912 members 
Mstep: Class 37 contains 11773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875000.000000 Penalty: 21737.548828
Iteration 434Q: 37 clusters Score -3.5875e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27086 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38847 members 
Mstep: Class 14 contains 68408 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20426 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79709 members 
Mstep: Class 21 contains 9948 members 
Mstep: Class 22 contains 77666 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4164 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38692 members 
Mstep: Class 30 contains 4595 members 
Mstep: Class 31 contains 41163 members 
Mstep: Class 32 contains 1497 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17367 members 
Mstep: Class 35 contains 16252 members 
Mstep: Class 36 contains 80876 members 
Mstep: Class 37 contains 11791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875012.000000 Penalty: 21737.548828
Iteration 435Q: 37 clusters Score -3.587501e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27139 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38845 members 
Mstep: Class 14 contains 68408 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20427 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 8112 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79710 members 
Mstep: Class 21 contains 9918 members 
Mstep: Class 22 contains 77719 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4161 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38688 members 
Mstep: Class 30 contains 4585 members 
Mstep: Class 31 contains 41134 members 
Mstep: Class 32 contains 1499 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17387 members 
Mstep: Class 35 contains 16185 members 
Mstep: Class 36 contains 80869 members 
Mstep: Class 37 contains 11815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875068.000000 Penalty: 21737.548828
Iteration 436Q: 37 clusters Score -3.587507e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27182 members 
Mstep: Class 11 contains 3357 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38850 members 
Mstep: Class 14 contains 68407 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20427 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 8126 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79705 members 
Mstep: Class 21 contains 9890 members 
Mstep: Class 22 contains 77748 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4160 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38678 members 
Mstep: Class 30 contains 4581 members 
Mstep: Class 31 contains 41101 members 
Mstep: Class 32 contains 1501 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17397 members 
Mstep: Class 35 contains 16126 members 
Mstep: Class 36 contains 80886 members 
Mstep: Class 37 contains 11845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875088.000000 Penalty: 21737.548828
Iteration 437Q: 37 clusters Score -3.587509e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27230 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38851 members 
Mstep: Class 14 contains 68407 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20427 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 8136 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79721 members 
Mstep: Class 21 contains 9862 members 
Mstep: Class 22 contains 77757 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4159 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38692 members 
Mstep: Class 30 contains 4579 members 
Mstep: Class 31 contains 41051 members 
Mstep: Class 32 contains 1504 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17408 members 
Mstep: Class 35 contains 16060 members 
Mstep: Class 36 contains 80922 members 
Mstep: Class 37 contains 11885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875104.000000 Penalty: 21737.548828
Iteration 438Q: 37 clusters Score -3.58751e+07 nChanged 392
Entering ConstructFrom: 
Score: -35875104.000000 Penalty: 21737.548828
Entering ConstructFrom: 
Trying to split cluster 1 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -74157.000000 Penalty: 320.780579
	Iteration 0F: 2 clusters Score -74157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -73234.937500 Penalty: 641.561157
	Iteration 0F: 3 clusters Score -73234.94 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -73506.562500 Penalty: 641.561157
	Iteration 1F: 3 clusters Score -73506.56 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -73553.382812 Penalty: 641.561157
	Iteration 2F: 3 clusters Score -73553.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -73575.078125 Penalty: 641.561157
	Iteration 3Q: 3 clusters Score -73575.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -73588.625000 Penalty: 641.561157
	Iteration 4Q: 3 clusters Score -73588.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -73599.875000 Penalty: 641.561157
	Iteration 5Q: 3 clusters Score -73599.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -73614.218750 Penalty: 641.561157
	Iteration 6Q: 3 clusters Score -73614.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73624.242188 Penalty: 641.561157
	Iteration 7Q: 3 clusters Score -73624.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -73634.453125 Penalty: 641.561157
	Iteration 8Q: 3 clusters Score -73634.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -73650.671875 Penalty: 641.561157
	Iteration 9Q: 3 clusters Score -73650.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73661.476562 Penalty: 641.561157
	Iteration 10Q: 3 clusters Score -73661.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73673.093750 Penalty: 641.561157
	Iteration 11Q: 3 clusters Score -73673.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73695.203125 Penalty: 641.561157
	Iteration 12Q: 3 clusters Score -73695.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -73713.718750 Penalty: 641.561157
	Iteration 13Q: 3 clusters Score -73713.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73738.429688 Penalty: 641.561157
	Iteration 14Q: 3 clusters Score -73738.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73765.976562 Penalty: 641.561157
	Iteration 15Q: 3 clusters Score -73765.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73776.195312 Penalty: 641.561157
	Iteration 16Q: 3 clusters Score -73776.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -73783.718750 Penalty: 641.561157
	Iteration 17Q: 3 clusters Score -73783.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -73786.539062 Penalty: 641.561157
	Iteration 18Q: 3 clusters Score -73786.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -73789.468750 Penalty: 641.561157
	Iteration 19Q: 3 clusters Score -73789.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73792.023438 Penalty: 641.561157
	Iteration 20F: 3 clusters Score -73792.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -73794.109375 Penalty: 641.561157
	Iteration 21Q: 3 clusters Score -73794.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -73796.359375 Penalty: 641.561157
	Iteration 22Q: 3 clusters Score -73796.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -73798.148438 Penalty: 641.561157
	Iteration 23Q: 3 clusters Score -73798.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -73800.953125 Penalty: 641.561157
	Iteration 24Q: 3 clusters Score -73800.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -73804.984375 Penalty: 641.561157
	Iteration 25Q: 3 clusters Score -73804.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -73806.523438 Penalty: 641.561157
	Iteration 26Q: 3 clusters Score -73806.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -73806.890625 Penalty: 641.561157
	Iteration 27Q: 3 clusters Score -73806.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -73807.062500 Penalty: 641.561157
	Iteration 28Q: 3 clusters Score -73807.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -73807.203125 Penalty: 641.561157
	Iteration 29Q: 3 clusters Score -73807.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -73808.085938 Penalty: 641.561157
	Iteration 30Q: 3 clusters Score -73808.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -73808.890625 Penalty: 641.561157
	Iteration 31Q: 3 clusters Score -73808.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -73810.359375 Penalty: 641.561157
	Iteration 32Q: 3 clusters Score -73810.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -73814.195312 Penalty: 641.561157
	Iteration 33Q: 3 clusters Score -73814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -73815.679688 Penalty: 641.561157
	Iteration 34Q: 3 clusters Score -73815.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -73816.125000 Penalty: 641.561157
	Iteration 35Q: 3 clusters Score -73816.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -73816.359375 Penalty: 641.561157
	Iteration 36Q: 3 clusters Score -73816.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -73816.359375 Penalty: 641.561157
	Iteration 37F: 3 clusters Score -73816.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -39295.179688 Penalty: 299.858704
	Iteration 0F: 2 clusters Score -39295.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -38671.871094 Penalty: 599.717407
	Iteration 0F: 3 clusters Score -38671.87 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38904.257812 Penalty: 599.717407
	Iteration 1F: 3 clusters Score -38904.26 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -38976.734375 Penalty: 599.717407
	Iteration 2F: 3 clusters Score -38976.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -39026.328125 Penalty: 599.717407
	Iteration 3F: 3 clusters Score -39026.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -39066.964844 Penalty: 599.717407
	Iteration 4Q: 3 clusters Score -39066.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -39100.816406 Penalty: 599.717407
	Iteration 5Q: 3 clusters Score -39100.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -39124.125000 Penalty: 599.717407
	Iteration 6Q: 3 clusters Score -39124.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -39134.722656 Penalty: 599.717407
	Iteration 7Q: 3 clusters Score -39134.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -39144.937500 Penalty: 599.717407
	Iteration 8Q: 3 clusters Score -39144.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -39157.828125 Penalty: 599.717407
	Iteration 9Q: 3 clusters Score -39157.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -39167.109375 Penalty: 599.717407
	Iteration 10Q: 3 clusters Score -39167.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -39171.972656 Penalty: 599.717407
	Iteration 11Q: 3 clusters Score -39171.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -39174.851562 Penalty: 599.717407
	Iteration 12Q: 3 clusters Score -39174.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -39176.953125 Penalty: 599.717407
	Iteration 13Q: 3 clusters Score -39176.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -39177.941406 Penalty: 599.717407
	Iteration 14Q: 3 clusters Score -39177.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -39177.941406 Penalty: 599.717407
	Iteration 15F: 3 clusters Score -39177.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -6026.724609 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -6026.725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5806.085938 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -5806.086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5848.566406 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -5848.566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5864.134277 Penalty: 423.510376
	Iteration 2F: 3 clusters Score -5864.134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5866.517090 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -5866.517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5869.521973 Penalty: 423.510376
	Iteration 4Q: 3 clusters Score -5869.522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5869.521973 Penalty: 423.510376
	Iteration 5F: 3 clusters Score -5869.522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -18102.992188 Penalty: 263.720612
	Iteration 0F: 2 clusters Score -18102.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17728.421875 Penalty: 527.441223
	Iteration 0F: 3 clusters Score -17728.42 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17802.068359 Penalty: 527.441223
	Iteration 1F: 3 clusters Score -17802.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17831.283203 Penalty: 527.441223
	Iteration 2F: 3 clusters Score -17831.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17847.726562 Penalty: 527.441223
	Iteration 3F: 3 clusters Score -17847.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17856.876953 Penalty: 527.441223
	Iteration 4Q: 3 clusters Score -17856.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17863.160156 Penalty: 527.441223
	Iteration 5Q: 3 clusters Score -17863.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17867.126953 Penalty: 527.441223
	Iteration 6Q: 3 clusters Score -17867.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17873.146484 Penalty: 527.441223
	Iteration 7Q: 3 clusters Score -17873.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17884.375000 Penalty: 527.441223
	Iteration 8Q: 3 clusters Score -17884.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17892.169922 Penalty: 527.441223
	Iteration 9Q: 3 clusters Score -17892.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17893.253906 Penalty: 527.441223
	Iteration 10Q: 3 clusters Score -17893.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17896.095703 Penalty: 527.441223
	Iteration 11Q: 3 clusters Score -17896.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17897.892578 Penalty: 527.441223
	Iteration 12Q: 3 clusters Score -17897.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17898.355469 Penalty: 527.441223
	Iteration 13Q: 3 clusters Score -17898.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17898.722656 Penalty: 527.441223
	Iteration 14Q: 3 clusters Score -17898.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17899.134766 Penalty: 527.441223
	Iteration 15Q: 3 clusters Score -17899.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17899.134766 Penalty: 527.441223
	Iteration 16F: 3 clusters Score -17899.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -96602.257812 Penalty: 333.174225
	Iteration 0F: 2 clusters Score -96602.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -95465.679688 Penalty: 666.348450
	Iteration 0F: 3 clusters Score -95465.68 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -95908.335938 Penalty: 666.348450
	Iteration 1F: 3 clusters Score -95908.34 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -96017.085938 Penalty: 666.348450
	Iteration 2F: 3 clusters Score -96017.09 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -96090.875000 Penalty: 666.348450
	Iteration 3F: 3 clusters Score -96090.88 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -96158.789062 Penalty: 666.348450
	Iteration 4F: 3 clusters Score -96158.79 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96204.179688 Penalty: 666.348450
	Iteration 5Q: 3 clusters Score -96204.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -96234.070312 Penalty: 666.348450
	Iteration 6Q: 3 clusters Score -96234.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -96249.554688 Penalty: 666.348450
	Iteration 7Q: 3 clusters Score -96249.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -96258.437500 Penalty: 666.348450
	Iteration 8Q: 3 clusters Score -96258.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -96263.617188 Penalty: 666.348450
	Iteration 9Q: 3 clusters Score -96263.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -96270.734375 Penalty: 666.348450
	Iteration 10Q: 3 clusters Score -96270.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -96273.304688 Penalty: 666.348450
	Iteration 11Q: 3 clusters Score -96273.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -96275.078125 Penalty: 666.348450
	Iteration 12Q: 3 clusters Score -96275.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -96277.554688 Penalty: 666.348450
	Iteration 13Q: 3 clusters Score -96277.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -96281.382812 Penalty: 666.348450
	Iteration 14Q: 3 clusters Score -96281.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -96284.953125 Penalty: 666.348450
	Iteration 15Q: 3 clusters Score -96284.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -96289.804688 Penalty: 666.348450
	Iteration 16Q: 3 clusters Score -96289.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -96292.296875 Penalty: 666.348450
	Iteration 17Q: 3 clusters Score -96292.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -96293.742188 Penalty: 666.348450
	Iteration 18Q: 3 clusters Score -96293.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -96294.968750 Penalty: 666.348450
	Iteration 19Q: 3 clusters Score -96294.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -96294.968750 Penalty: 666.348450
	Iteration 20F: 3 clusters Score -96294.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -20667.675781 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -20667.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20276.240234 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -20276.24 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20363.714844 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -20363.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20388.607422 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -20388.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20397.082031 Penalty: 532.550415
	Iteration 3Q: 3 clusters Score -20397.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20399.367188 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -20399.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20402.078125 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -20402.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20403.832031 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -20403.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20405.785156 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -20405.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20406.103516 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -20406.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20406.103516 Penalty: 532.550415
	Iteration 9F: 3 clusters Score -20406.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Entering Unmasked Estep 
Score: -224674.578125 Penalty: 376.599091
	Iteration 0F: 2 clusters Score -224674.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -221975.671875 Penalty: 753.198181
	Iteration 0F: 3 clusters Score -221975.7 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -223159.296875 Penalty: 753.198181
	Iteration 1F: 3 clusters Score -223159.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -223437.000000 Penalty: 753.198181
	Iteration 2F: 3 clusters Score -223437 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -223650.593750 Penalty: 753.198181
	Iteration 3F: 3 clusters Score -223650.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -223812.515625 Penalty: 753.198181
	Iteration 4F: 3 clusters Score -223812.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -223907.500000 Penalty: 753.198181
	Iteration 5F: 3 clusters Score -223907.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -223974.578125 Penalty: 753.198181
	Iteration 6Q: 3 clusters Score -223974.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -224031.500000 Penalty: 753.198181
	Iteration 7Q: 3 clusters Score -224031.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -224080.984375 Penalty: 753.198181
	Iteration 8Q: 3 clusters Score -224081 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -224120.531250 Penalty: 753.198181
	Iteration 9Q: 3 clusters Score -224120.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -224150.640625 Penalty: 753.198181
	Iteration 10Q: 3 clusters Score -224150.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -224173.796875 Penalty: 753.198181
	Iteration 11Q: 3 clusters Score -224173.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -224197.453125 Penalty: 753.198181
	Iteration 12Q: 3 clusters Score -224197.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -224222.562500 Penalty: 753.198181
	Iteration 13Q: 3 clusters Score -224222.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -224245.875000 Penalty: 753.198181
	Iteration 14Q: 3 clusters Score -224245.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -224265.843750 Penalty: 753.198181
	Iteration 15Q: 3 clusters Score -224265.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -224287.609375 Penalty: 753.198181
	Iteration 16Q: 3 clusters Score -224287.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -224310.203125 Penalty: 753.198181
	Iteration 17Q: 3 clusters Score -224310.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -224335.625000 Penalty: 753.198181
	Iteration 18Q: 3 clusters Score -224335.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -224357.296875 Penalty: 753.198181
	Iteration 19Q: 3 clusters Score -224357.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -224374.843750 Penalty: 753.198181
	Iteration 20F: 3 clusters Score -224374.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -224389.437500 Penalty: 753.198181
	Iteration 21Q: 3 clusters Score -224389.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -224398.625000 Penalty: 753.198181
	Iteration 22Q: 3 clusters Score -224398.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -224404.125000 Penalty: 753.198181
	Iteration 23Q: 3 clusters Score -224404.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -224411.234375 Penalty: 753.198181
	Iteration 24Q: 3 clusters Score -224411.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -224421.187500 Penalty: 753.198181
	Iteration 25Q: 3 clusters Score -224421.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -224439.593750 Penalty: 753.198181
	Iteration 26Q: 3 clusters Score -224439.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -224460.296875 Penalty: 753.198181
	Iteration 27Q: 3 clusters Score -224460.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -224474.046875 Penalty: 753.198181
	Iteration 28Q: 3 clusters Score -224474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -224490.734375 Penalty: 753.198181
	Iteration 29Q: 3 clusters Score -224490.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -224504.046875 Penalty: 753.198181
	Iteration 30Q: 3 clusters Score -224504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -224508.625000 Penalty: 753.198181
	Iteration 31Q: 3 clusters Score -224508.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -224513.859375 Penalty: 753.198181
	Iteration 32Q: 3 clusters Score -224513.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -224516.453125 Penalty: 753.198181
	Iteration 33Q: 3 clusters Score -224516.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -224519.296875 Penalty: 753.198181
	Iteration 34Q: 3 clusters Score -224519.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -224521.968750 Penalty: 753.198181
	Iteration 35Q: 3 clusters Score -224522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -224524.828125 Penalty: 753.198181
	Iteration 36Q: 3 clusters Score -224524.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -224526.562500 Penalty: 753.198181
	Iteration 37Q: 3 clusters Score -224526.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -224527.875000 Penalty: 753.198181
	Iteration 38Q: 3 clusters Score -224527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -224528.515625 Penalty: 753.198181
	Iteration 39Q: 3 clusters Score -224528.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -224528.906250 Penalty: 753.198181
	Iteration 40F: 3 clusters Score -224528.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -224529.796875 Penalty: 753.198181
	Iteration 41Q: 3 clusters Score -224529.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -224530.484375 Penalty: 753.198181
	Iteration 42Q: 3 clusters Score -224530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -224530.875000 Penalty: 753.198181
	Iteration 43Q: 3 clusters Score -224530.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -224530.984375 Penalty: 753.198181
	Iteration 44Q: 3 clusters Score -224531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -224530.984375 Penalty: 753.198181
	Iteration 45F: 3 clusters Score -224531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -15628.137695 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -15628.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15309.456055 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -15309.46 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15371.529297 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -15371.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15383.249023 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -15383.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15390.662109 Penalty: 505.671356
	Iteration 3Q: 3 clusters Score -15390.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15393.994141 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -15393.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15396.214844 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -15396.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15397.274414 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -15397.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15397.274414 Penalty: 505.671356
	Iteration 7F: 3 clusters Score -15397.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Entering Unmasked Estep 
Score: -1152362.000000 Penalty: 447.009766
	Iteration 0F: 2 clusters Score -1152362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1140050.250000 Penalty: 894.019531
	Iteration 0F: 3 clusters Score -1140050 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1145090.625000 Penalty: 894.019531
	Iteration 1F: 3 clusters Score -1145091 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1145398.125000 Penalty: 894.019531
	Iteration 2Q: 3 clusters Score -1145398 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1145832.375000 Penalty: 894.019531
	Iteration 3Q: 3 clusters Score -1145832 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1146376.375000 Penalty: 894.019531
	Iteration 4F: 3 clusters Score -1146376 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1147033.625000 Penalty: 894.019531
	Iteration 5F: 3 clusters Score -1147034 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1147750.750000 Penalty: 894.019531
	Iteration 6F: 3 clusters Score -1147751 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1148372.000000 Penalty: 894.019531
	Iteration 7F: 3 clusters Score -1148372 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1148736.375000 Penalty: 894.019531
	Iteration 8Q: 3 clusters Score -1148736 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1148917.750000 Penalty: 894.019531
	Iteration 9Q: 3 clusters Score -1148918 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1149015.125000 Penalty: 894.019531
	Iteration 10Q: 3 clusters Score -1149015 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1149080.500000 Penalty: 894.019531
	Iteration 11Q: 3 clusters Score -1149080 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1149136.625000 Penalty: 894.019531
	Iteration 12Q: 3 clusters Score -1149137 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1149199.000000 Penalty: 894.019531
	Iteration 13Q: 3 clusters Score -1149199 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1149264.500000 Penalty: 894.019531
	Iteration 14Q: 3 clusters Score -1149264 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1149326.625000 Penalty: 894.019531
	Iteration 15Q: 3 clusters Score -1149327 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1149385.375000 Penalty: 894.019531
	Iteration 16Q: 3 clusters Score -1149385 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1149466.375000 Penalty: 894.019531
	Iteration 17Q: 3 clusters Score -1149466 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1149571.375000 Penalty: 894.019531
	Iteration 18Q: 3 clusters Score -1149571 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1149701.500000 Penalty: 894.019531
	Iteration 19Q: 3 clusters Score -1149702 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1149857.500000 Penalty: 894.019531
	Iteration 20F: 3 clusters Score -1149858 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1150005.625000 Penalty: 894.019531
	Iteration 21Q: 3 clusters Score -1150006 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1150161.125000 Penalty: 894.019531
	Iteration 22Q: 3 clusters Score -1150161 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1150327.000000 Penalty: 894.019531
	Iteration 23Q: 3 clusters Score -1150327 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1150500.500000 Penalty: 894.019531
	Iteration 24Q: 3 clusters Score -1150500 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1150659.375000 Penalty: 894.019531
	Iteration 25Q: 3 clusters Score -1150659 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1150797.875000 Penalty: 894.019531
	Iteration 26Q: 3 clusters Score -1150798 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -1150927.625000 Penalty: 894.019531
	Iteration 27Q: 3 clusters Score -1150928 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -1151043.625000 Penalty: 894.019531
	Iteration 28Q: 3 clusters Score -1151044 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1151155.500000 Penalty: 894.019531
	Iteration 29Q: 3 clusters Score -1151156 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -1151292.250000 Penalty: 894.019531
	Iteration 30Q: 3 clusters Score -1151292 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -1151403.500000 Penalty: 894.019531
	Iteration 31Q: 3 clusters Score -1151404 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -1151496.125000 Penalty: 894.019531
	Iteration 32Q: 3 clusters Score -1151496 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -1151588.500000 Penalty: 894.019531
	Iteration 33Q: 3 clusters Score -1151588 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1151654.875000 Penalty: 894.019531
	Iteration 34Q: 3 clusters Score -1151655 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -1151720.375000 Penalty: 894.019531
	Iteration 35Q: 3 clusters Score -1151720 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1151762.500000 Penalty: 894.019531
	Iteration 36Q: 3 clusters Score -1151762 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1151785.625000 Penalty: 894.019531
	Iteration 37Q: 3 clusters Score -1151786 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -1151810.500000 Penalty: 894.019531
	Iteration 38Q: 3 clusters Score -1151810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1151832.750000 Penalty: 894.019531
	Iteration 39Q: 3 clusters Score -1151833 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -1151860.625000 Penalty: 894.019531
	Iteration 40F: 3 clusters Score -1151861 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -1151888.125000 Penalty: 894.019531
	Iteration 41Q: 3 clusters Score -1151888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -1151915.500000 Penalty: 894.019531
	Iteration 42Q: 3 clusters Score -1151916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -1151940.875000 Penalty: 894.019531
	Iteration 43Q: 3 clusters Score -1151941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -1151956.250000 Penalty: 894.019531
	Iteration 44Q: 3 clusters Score -1151956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -1151962.375000 Penalty: 894.019531
	Iteration 45Q: 3 clusters Score -1151962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -1151969.125000 Penalty: 894.019531
	Iteration 46Q: 3 clusters Score -1151969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -1151972.375000 Penalty: 894.019531
	Iteration 47Q: 3 clusters Score -1151972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -1151972.875000 Penalty: 894.019531
	Iteration 48Q: 3 clusters Score -1151973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -1151974.500000 Penalty: 894.019531
	Iteration 49Q: 3 clusters Score -1151974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -1151976.625000 Penalty: 894.019531
	Iteration 50Q: 3 clusters Score -1151977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -1151976.625000 Penalty: 894.019531
	Iteration 51F: 3 clusters Score -1151977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Entering Unmasked Estep 
Score: -1795178.375000 Penalty: 464.757874
	Iteration 0F: 2 clusters Score -1795178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1776960.000000 Penalty: 929.515747
	Iteration 0F: 3 clusters Score -1776960 nChanged 13078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1784535.750000 Penalty: 929.515747
	Iteration 1F: 3 clusters Score -1784536 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1785028.875000 Penalty: 929.515747
	Iteration 2F: 3 clusters Score -1785029 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1785763.750000 Penalty: 929.515747
	Iteration 3F: 3 clusters Score -1785764 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1786826.500000 Penalty: 929.515747
	Iteration 4F: 3 clusters Score -1786826 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1788376.375000 Penalty: 929.515747
	Iteration 5F: 3 clusters Score -1788376 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1790493.000000 Penalty: 929.515747
	Iteration 6F: 3 clusters Score -1790493 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1792591.500000 Penalty: 929.515747
	Iteration 7F: 3 clusters Score -1792592 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1794014.625000 Penalty: 929.515747
	Iteration 8Q: 3 clusters Score -1794015 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1794549.250000 Penalty: 929.515747
	Iteration 9Q: 3 clusters Score -1794549 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1794664.750000 Penalty: 929.515747
	Iteration 10Q: 3 clusters Score -1794665 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1794720.500000 Penalty: 929.515747
	Iteration 11Q: 3 clusters Score -1794720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1794734.125000 Penalty: 929.515747
	Iteration 12Q: 3 clusters Score -1794734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1794742.000000 Penalty: 929.515747
	Iteration 13Q: 3 clusters Score -1794742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1794748.500000 Penalty: 929.515747
	Iteration 14Q: 3 clusters Score -1794748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1794749.750000 Penalty: 929.515747
	Iteration 15Q: 3 clusters Score -1794750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1794750.375000 Penalty: 929.515747
	Iteration 16Q: 3 clusters Score -1794750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1794750.000000 Penalty: 929.515747
	Iteration 17Q: 3 clusters Score -1794750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1794750.000000 Penalty: 929.515747
	Iteration 18F: 3 clusters Score -1794750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Entering Unmasked Estep 
Score: -226519.953125 Penalty: 368.543549
	Iteration 0F: 2 clusters Score -226520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -224267.171875 Penalty: 737.087097
	Iteration 0F: 3 clusters Score -224267.2 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -225023.812500 Penalty: 737.087097
	Iteration 1F: 3 clusters Score -225023.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -225080.468750 Penalty: 737.087097
	Iteration 2Q: 3 clusters Score -225080.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -225115.187500 Penalty: 737.087097
	Iteration 3Q: 3 clusters Score -225115.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -225148.625000 Penalty: 737.087097
	Iteration 4Q: 3 clusters Score -225148.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -225177.765625 Penalty: 737.087097
	Iteration 5Q: 3 clusters Score -225177.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -225207.234375 Penalty: 737.087097
	Iteration 6Q: 3 clusters Score -225207.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -225239.109375 Penalty: 737.087097
	Iteration 7Q: 3 clusters Score -225239.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -225270.750000 Penalty: 737.087097
	Iteration 8Q: 3 clusters Score -225270.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -225292.250000 Penalty: 737.087097
	Iteration 9Q: 3 clusters Score -225292.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -225306.140625 Penalty: 737.087097
	Iteration 10Q: 3 clusters Score -225306.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -225337.765625 Penalty: 737.087097
	Iteration 11Q: 3 clusters Score -225337.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -225368.453125 Penalty: 737.087097
	Iteration 12Q: 3 clusters Score -225368.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -225407.015625 Penalty: 737.087097
	Iteration 13Q: 3 clusters Score -225407 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -225459.812500 Penalty: 737.087097
	Iteration 14Q: 3 clusters Score -225459.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -225537.609375 Penalty: 737.087097
	Iteration 15Q: 3 clusters Score -225537.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -225633.531250 Penalty: 737.087097
	Iteration 16Q: 3 clusters Score -225633.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -225713.375000 Penalty: 737.087097
	Iteration 17Q: 3 clusters Score -225713.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -225790.562500 Penalty: 737.087097
	Iteration 18Q: 3 clusters Score -225790.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -225836.703125 Penalty: 737.087097
	Iteration 19Q: 3 clusters Score -225836.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -225882.578125 Penalty: 737.087097
	Iteration 20F: 3 clusters Score -225882.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -225911.171875 Penalty: 737.087097
	Iteration 21Q: 3 clusters Score -225911.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -225943.421875 Penalty: 737.087097
	Iteration 22Q: 3 clusters Score -225943.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -225967.703125 Penalty: 737.087097
	Iteration 23Q: 3 clusters Score -225967.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -225989.468750 Penalty: 737.087097
	Iteration 24Q: 3 clusters Score -225989.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -226011.906250 Penalty: 737.087097
	Iteration 25Q: 3 clusters Score -226011.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -226037.171875 Penalty: 737.087097
	Iteration 26Q: 3 clusters Score -226037.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -226069.375000 Penalty: 737.087097
	Iteration 27Q: 3 clusters Score -226069.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -226087.453125 Penalty: 737.087097
	Iteration 28Q: 3 clusters Score -226087.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -226106.640625 Penalty: 737.087097
	Iteration 29Q: 3 clusters Score -226106.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -226117.156250 Penalty: 737.087097
	Iteration 30Q: 3 clusters Score -226117.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -226141.562500 Penalty: 737.087097
	Iteration 31Q: 3 clusters Score -226141.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -226156.000000 Penalty: 737.087097
	Iteration 32Q: 3 clusters Score -226156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -226165.671875 Penalty: 737.087097
	Iteration 33Q: 3 clusters Score -226165.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -226172.000000 Penalty: 737.087097
	Iteration 34Q: 3 clusters Score -226172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -226175.906250 Penalty: 737.087097
	Iteration 35Q: 3 clusters Score -226175.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -226178.859375 Penalty: 737.087097
	Iteration 36Q: 3 clusters Score -226178.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -226179.468750 Penalty: 737.087097
	Iteration 37Q: 3 clusters Score -226179.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -226180.484375 Penalty: 737.087097
	Iteration 38Q: 3 clusters Score -226180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -226182.171875 Penalty: 737.087097
	Iteration 39Q: 3 clusters Score -226182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -226183.078125 Penalty: 737.087097
	Iteration 40F: 3 clusters Score -226183.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -226186.515625 Penalty: 737.087097
	Iteration 41Q: 3 clusters Score -226186.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -226190.187500 Penalty: 737.087097
	Iteration 42Q: 3 clusters Score -226190.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -226194.390625 Penalty: 737.087097
	Iteration 43Q: 3 clusters Score -226194.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -226199.250000 Penalty: 737.087097
	Iteration 44Q: 3 clusters Score -226199.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -226199.750000 Penalty: 737.087097
	Iteration 45Q: 3 clusters Score -226199.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -226198.687500 Penalty: 737.087097
	Iteration 46Q: 3 clusters Score -226198.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -226203.640625 Penalty: 737.087097
	Iteration 47Q: 3 clusters Score -226203.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -226208.140625 Penalty: 737.087097
	Iteration 48Q: 3 clusters Score -226208.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -226209.750000 Penalty: 737.087097
	Iteration 49Q: 3 clusters Score -226209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -226214.531250 Penalty: 737.087097
	Iteration 50Q: 3 clusters Score -226214.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -226216.484375 Penalty: 737.087097
	Iteration 51Q: 3 clusters Score -226216.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -226219.468750 Penalty: 737.087097
	Iteration 52Q: 3 clusters Score -226219.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -226219.406250 Penalty: 737.087097
	Iteration 53Q: 3 clusters Score -226219.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -226221.296875 Penalty: 737.087097
	Iteration 54Q: 3 clusters Score -226221.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -226222.421875 Penalty: 737.087097
	Iteration 55Q: 3 clusters Score -226222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -226221.812500 Penalty: 737.087097
	Iteration 56Q: 3 clusters Score -226221.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -226223.312500 Penalty: 737.087097
	Iteration 57Q: 3 clusters Score -226223.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -226223.312500 Penalty: 737.087097
	Iteration 58F: 3 clusters Score -226223.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -14210.216797 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -14210.22 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 146 members 
Entering Unmasked Estep 
Score: -13892.500977 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -13892.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14084.726562 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -14084.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14145.439453 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -14145.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -14176.831055 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -14176.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -14193.608398 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -14193.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14219.899414 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -14219.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14231.285156 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -14231.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14235.289062 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -14235.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14238.370117 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -14238.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -14240.300781 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -14240.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14241.962891 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -14241.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14242.918945 Penalty: 510.127991
	Iteration 11Q: 3 clusters Score -14242.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14242.918945 Penalty: 510.127991
	Iteration 12F: 3 clusters Score -14242.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27295 members 
Mstep: Class 11 contains 3294 members 
Mstep: Class 12 contains 90 members 
Mstep: Class 13 contains 38847 members 
Mstep: Class 14 contains 68407 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20426 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 8156 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79729 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 77739 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 182 members 
Mstep: Class 27 contains 4160 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38703 members 
Mstep: Class 30 contains 4574 members 
Mstep: Class 31 contains 41006 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17419 members 
Mstep: Class 35 contains 15989 members 
Mstep: Class 36 contains 80969 members 
Mstep: Class 37 contains 11921 members 
Entering Unmasked Estep 
Score: -35874816.000000 Penalty: 22341.371094
Splitting cluster 12 changes total score from -35875104.000000 to -35874816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (38847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Entering Unmasked Estep 
Score: -2342827.000000 Penalty: 480.816040
	Iteration 0F: 2 clusters Score -2342827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2316726.000000 Penalty: 961.632080
	Iteration 0F: 3 clusters Score -2316726 nChanged 18981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -2327923.000000 Penalty: 961.632080
	Iteration 1F: 3 clusters Score -2327923 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2328785.000000 Penalty: 961.632080
	Iteration 2Q: 3 clusters Score -2328785 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -2330304.750000 Penalty: 961.632080
	Iteration 3F: 3 clusters Score -2330305 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -2332611.500000 Penalty: 961.632080
	Iteration 4F: 3 clusters Score -2332612 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -2335148.000000 Penalty: 961.632080
	Iteration 5F: 3 clusters Score -2335148 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -2337032.750000 Penalty: 961.632080
	Iteration 6F: 3 clusters Score -2337033 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -2338224.250000 Penalty: 961.632080
	Iteration 7Q: 3 clusters Score -2338224 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -2339037.000000 Penalty: 961.632080
	Iteration 8Q: 3 clusters Score -2339037 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -2339699.750000 Penalty: 961.632080
	Iteration 9Q: 3 clusters Score -2339700 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -2340244.750000 Penalty: 961.632080
	Iteration 10Q: 3 clusters Score -2340245 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -2340650.000000 Penalty: 961.632080
	Iteration 11Q: 3 clusters Score -2340650 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -2340978.000000 Penalty: 961.632080
	Iteration 12Q: 3 clusters Score -2340978 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -2341275.000000 Penalty: 961.632080
	Iteration 13Q: 3 clusters Score -2341275 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -2341576.000000 Penalty: 961.632080
	Iteration 14Q: 3 clusters Score -2341576 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -2341824.250000 Penalty: 961.632080
	Iteration 15Q: 3 clusters Score -2341824 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -2342007.500000 Penalty: 961.632080
	Iteration 16Q: 3 clusters Score -2342008 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -2342149.750000 Penalty: 961.632080
	Iteration 17Q: 3 clusters Score -2342150 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -2342229.500000 Penalty: 961.632080
	Iteration 18Q: 3 clusters Score -2342230 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -2342289.000000 Penalty: 961.632080
	Iteration 19Q: 3 clusters Score -2342289 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -2342335.000000 Penalty: 961.632080
	Iteration 20F: 3 clusters Score -2342335 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -2342352.500000 Penalty: 961.632080
	Iteration 21Q: 3 clusters Score -2342352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -2342363.500000 Penalty: 961.632080
	Iteration 22Q: 3 clusters Score -2342364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -2342375.000000 Penalty: 961.632080
	Iteration 23Q: 3 clusters Score -2342375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -2342382.250000 Penalty: 961.632080
	Iteration 24Q: 3 clusters Score -2342382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -2342393.000000 Penalty: 961.632080
	Iteration 25Q: 3 clusters Score -2342393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -2342398.000000 Penalty: 961.632080
	Iteration 26Q: 3 clusters Score -2342398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -2342405.250000 Penalty: 961.632080
	Iteration 27Q: 3 clusters Score -2342405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -2342412.750000 Penalty: 961.632080
	Iteration 28Q: 3 clusters Score -2342413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -2342416.250000 Penalty: 961.632080
	Iteration 29Q: 3 clusters Score -2342416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -2342419.250000 Penalty: 961.632080
	Iteration 30Q: 3 clusters Score -2342419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -2342421.250000 Penalty: 961.632080
	Iteration 31Q: 3 clusters Score -2342421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -2342426.000000 Penalty: 961.632080
	Iteration 32Q: 3 clusters Score -2342426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -2342433.000000 Penalty: 961.632080
	Iteration 33Q: 3 clusters Score -2342433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -2342435.250000 Penalty: 961.632080
	Iteration 34Q: 3 clusters Score -2342435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -2342435.000000 Penalty: 961.632080
	Iteration 35Q: 3 clusters Score -2342435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -2342435.000000 Penalty: 961.632080
	Iteration 36F: 3 clusters Score -2342435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (68407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68407 members 
Entering Unmasked Estep 
Score: -4075212.250000 Penalty: 506.561981
	Iteration 0F: 2 clusters Score -4075212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -4029103.250000 Penalty: 1013.123962
	Iteration 0F: 3 clusters Score -4029103 nChanged 33356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -4048664.500000 Penalty: 1013.123962
	Iteration 1F: 3 clusters Score -4048664 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -4049807.500000 Penalty: 1013.123962
	Iteration 2Q: 3 clusters Score -4049808 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -4052092.500000 Penalty: 1013.123962
	Iteration 3F: 3 clusters Score -4052092 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -4056459.750000 Penalty: 1013.123962
	Iteration 4F: 3 clusters Score -4056460 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -4063137.750000 Penalty: 1013.123962
	Iteration 5F: 3 clusters Score -4063138 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -4069583.500000 Penalty: 1013.123962
	Iteration 6F: 3 clusters Score -4069584 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -4073242.250000 Penalty: 1013.123962
	Iteration 7F: 3 clusters Score -4073242 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 68024 members 
Entering Unmasked Estep 
Score: -4074415.250000 Penalty: 1013.123962
	Iteration 8Q: 3 clusters Score -4074415 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
Score: -4074685.750000 Penalty: 1013.123962
	Iteration 9Q: 3 clusters Score -4074686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 68341 members 
Entering Unmasked Estep 
Score: -4074750.000000 Penalty: 1013.123962
	Iteration 10Q: 3 clusters Score -4074750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -4074766.250000 Penalty: 1013.123962
	Iteration 11Q: 3 clusters Score -4074766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -4074772.500000 Penalty: 1013.123962
	Iteration 12Q: 3 clusters Score -4074772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -4074772.500000 Penalty: 1013.123962
	Iteration 13F: 3 clusters Score -4074772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -4514.493164 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -4514.493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4301.576660 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -4301.577 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4390.826172 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -4390.826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4411.048828 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -4411.049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4455.333496 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -4455.333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4459.270996 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -4459.271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4464.061523 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -4464.062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4473.189941 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -4473.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4513.061035 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -4513.061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4526.569824 Penalty: 447.051605
	Iteration 8Q: 3 clusters Score -4526.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4536.266602 Penalty: 447.051605
	Iteration 9Q: 3 clusters Score -4536.267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4543.681641 Penalty: 447.051605
	Iteration 10Q: 3 clusters Score -4543.682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4546.997070 Penalty: 447.051605
	Iteration 11Q: 3 clusters Score -4546.997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4551.030273 Penalty: 447.051605
	Iteration 12F: 3 clusters Score -4551.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4552.671387 Penalty: 447.051605
	Iteration 13Q: 3 clusters Score -4552.671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4552.671387 Penalty: 447.051605
	Iteration 14F: 3 clusters Score -4552.671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27295 members 
Mstep: Class 11 contains 3294 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38847 members 
Mstep: Class 14 contains 68407 members 
Mstep: Class 15 contains 91 members 
Mstep: Class 16 contains 20426 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 8156 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79729 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 77739 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 45 members 
Mstep: Class 27 contains 4160 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38703 members 
Mstep: Class 30 contains 4574 members 
Mstep: Class 31 contains 41006 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17419 members 
Mstep: Class 35 contains 15989 members 
Mstep: Class 36 contains 80969 members 
Mstep: Class 37 contains 11921 members 
Entering Unmasked Estep 
Score: -35874788.000000 Penalty: 22341.371094
Splitting cluster 15 changes total score from -35875104.000000 to -35874788.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (20426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Entering Unmasked Estep 
Score: -1291501.500000 Penalty: 451.567688
	Iteration 0F: 2 clusters Score -1291502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1278027.125000 Penalty: 903.135376
	Iteration 0F: 3 clusters Score -1278027 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1284245.750000 Penalty: 903.135376
	Iteration 1F: 3 clusters Score -1284246 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1284761.375000 Penalty: 903.135376
	Iteration 2F: 3 clusters Score -1284761 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1285416.125000 Penalty: 903.135376
	Iteration 3F: 3 clusters Score -1285416 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1286267.375000 Penalty: 903.135376
	Iteration 4F: 3 clusters Score -1286267 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1287138.250000 Penalty: 903.135376
	Iteration 5F: 3 clusters Score -1287138 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1287779.625000 Penalty: 903.135376
	Iteration 6Q: 3 clusters Score -1287780 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1288151.250000 Penalty: 903.135376
	Iteration 7Q: 3 clusters Score -1288151 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1288329.375000 Penalty: 903.135376
	Iteration 8Q: 3 clusters Score -1288329 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1288436.875000 Penalty: 903.135376
	Iteration 9Q: 3 clusters Score -1288437 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1288531.625000 Penalty: 903.135376
	Iteration 10Q: 3 clusters Score -1288532 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1288627.250000 Penalty: 903.135376
	Iteration 11Q: 3 clusters Score -1288627 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1288746.875000 Penalty: 903.135376
	Iteration 12Q: 3 clusters Score -1288747 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1288873.500000 Penalty: 903.135376
	Iteration 13Q: 3 clusters Score -1288874 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1289020.125000 Penalty: 903.135376
	Iteration 14Q: 3 clusters Score -1289020 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1289205.500000 Penalty: 903.135376
	Iteration 15Q: 3 clusters Score -1289206 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1289392.875000 Penalty: 903.135376
	Iteration 16Q: 3 clusters Score -1289393 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1289570.500000 Penalty: 903.135376
	Iteration 17Q: 3 clusters Score -1289570 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1289710.375000 Penalty: 903.135376
	Iteration 18Q: 3 clusters Score -1289710 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1289822.500000 Penalty: 903.135376
	Iteration 19Q: 3 clusters Score -1289822 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1289903.375000 Penalty: 903.135376
	Iteration 20F: 3 clusters Score -1289903 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1289969.750000 Penalty: 903.135376
	Iteration 21Q: 3 clusters Score -1289970 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1290034.500000 Penalty: 903.135376
	Iteration 22Q: 3 clusters Score -1290034 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1290085.875000 Penalty: 903.135376
	Iteration 23Q: 3 clusters Score -1290086 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1290129.000000 Penalty: 903.135376
	Iteration 24Q: 3 clusters Score -1290129 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1290162.625000 Penalty: 903.135376
	Iteration 25Q: 3 clusters Score -1290163 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1290195.875000 Penalty: 903.135376
	Iteration 26Q: 3 clusters Score -1290196 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1290230.000000 Penalty: 903.135376
	Iteration 27Q: 3 clusters Score -1290230 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1290254.750000 Penalty: 903.135376
	Iteration 28Q: 3 clusters Score -1290255 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1290279.375000 Penalty: 903.135376
	Iteration 29Q: 3 clusters Score -1290279 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1290303.750000 Penalty: 903.135376
	Iteration 30Q: 3 clusters Score -1290304 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1290321.625000 Penalty: 903.135376
	Iteration 31Q: 3 clusters Score -1290322 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1290338.000000 Penalty: 903.135376
	Iteration 32Q: 3 clusters Score -1290338 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1290353.000000 Penalty: 903.135376
	Iteration 33Q: 3 clusters Score -1290353 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1290366.125000 Penalty: 903.135376
	Iteration 34Q: 3 clusters Score -1290366 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1290379.625000 Penalty: 903.135376
	Iteration 35Q: 3 clusters Score -1290380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1290389.125000 Penalty: 903.135376
	Iteration 36Q: 3 clusters Score -1290389 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1290399.000000 Penalty: 903.135376
	Iteration 37Q: 3 clusters Score -1290399 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1290406.000000 Penalty: 903.135376
	Iteration 38Q: 3 clusters Score -1290406 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1290419.500000 Penalty: 903.135376
	Iteration 39Q: 3 clusters Score -1290420 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1290426.250000 Penalty: 903.135376
	Iteration 40F: 3 clusters Score -1290426 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1290438.875000 Penalty: 903.135376
	Iteration 41Q: 3 clusters Score -1290439 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1290449.750000 Penalty: 903.135376
	Iteration 42Q: 3 clusters Score -1290450 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1290455.375000 Penalty: 903.135376
	Iteration 43Q: 3 clusters Score -1290455 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1290462.625000 Penalty: 903.135376
	Iteration 44Q: 3 clusters Score -1290463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1290463.750000 Penalty: 903.135376
	Iteration 45Q: 3 clusters Score -1290464 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1290471.500000 Penalty: 903.135376
	Iteration 46Q: 3 clusters Score -1290472 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1290478.250000 Penalty: 903.135376
	Iteration 47Q: 3 clusters Score -1290478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1290480.000000 Penalty: 903.135376
	Iteration 48Q: 3 clusters Score -1290480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1290486.625000 Penalty: 903.135376
	Iteration 49Q: 3 clusters Score -1290487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1290493.000000 Penalty: 903.135376
	Iteration 50Q: 3 clusters Score -1290493 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1290498.875000 Penalty: 903.135376
	Iteration 51Q: 3 clusters Score -1290499 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1290509.250000 Penalty: 903.135376
	Iteration 52Q: 3 clusters Score -1290509 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1290525.375000 Penalty: 903.135376
	Iteration 53Q: 3 clusters Score -1290525 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1290533.500000 Penalty: 903.135376
	Iteration 54Q: 3 clusters Score -1290534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1290542.875000 Penalty: 903.135376
	Iteration 55Q: 3 clusters Score -1290543 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1290553.625000 Penalty: 903.135376
	Iteration 56Q: 3 clusters Score -1290554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1290560.125000 Penalty: 903.135376
	Iteration 57Q: 3 clusters Score -1290560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1290568.750000 Penalty: 903.135376
	Iteration 58Q: 3 clusters Score -1290569 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1290571.625000 Penalty: 903.135376
	Iteration 59Q: 3 clusters Score -1290572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1290583.125000 Penalty: 903.135376
	Iteration 60F: 3 clusters Score -1290583 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1290587.125000 Penalty: 903.135376
	Iteration 61Q: 3 clusters Score -1290587 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1290594.625000 Penalty: 903.135376
	Iteration 62Q: 3 clusters Score -1290595 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1290605.000000 Penalty: 903.135376
	Iteration 63Q: 3 clusters Score -1290605 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1290613.000000 Penalty: 903.135376
	Iteration 64Q: 3 clusters Score -1290613 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1290617.000000 Penalty: 903.135376
	Iteration 65Q: 3 clusters Score -1290617 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1290627.250000 Penalty: 903.135376
	Iteration 66Q: 3 clusters Score -1290627 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1290634.875000 Penalty: 903.135376
	Iteration 67Q: 3 clusters Score -1290635 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1290638.250000 Penalty: 903.135376
	Iteration 68Q: 3 clusters Score -1290638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1290643.625000 Penalty: 903.135376
	Iteration 69Q: 3 clusters Score -1290644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1290645.875000 Penalty: 903.135376
	Iteration 70Q: 3 clusters Score -1290646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1290650.875000 Penalty: 903.135376
	Iteration 71Q: 3 clusters Score -1290651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1290652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1290657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1290663 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1290668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1290673 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1290674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1290682 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1290694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1290700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1290702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1290713 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1290720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1290725.250000 Penalty: 903.135376
	Iteration 84Q: 3 clusters Score -1290725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1290724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1290730.125000 Penalty: 903.135376
	Iteration 86Q: 3 clusters Score -1290730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1290731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1290735.625000 Penalty: 903.135376
	Iteration 88Q: 3 clusters Score -1290736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1290742.250000 Penalty: 903.135376
	Iteration 89Q: 3 clusters Score -1290742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1290749.875000 Penalty: 903.135376
	Iteration 90Q: 3 clusters Score -1290750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1290750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1290753 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1290760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1290769 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1290780.625000 Penalty: 903.135376
	Iteration 95Q: 3 clusters Score -1290781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1290776.250000 Penalty: 903.135376
	Iteration 96Q: 3 clusters Score -1290776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1290783.250000 Penalty: 903.135376
	Iteration 97Q: 3 clusters Score -1290783 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1290788.500000 Penalty: 903.135376
	Iteration 98Q: 3 clusters Score -1290788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1290790.625000 Penalty: 903.135376
	Iteration 99Q: 3 clusters Score -1290791 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1290795.375000 Penalty: 903.135376
	Iteration 100F: 3 clusters Score -1290795 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1290801.625000 Penalty: 903.135376
	Iteration 101Q: 3 clusters Score -1290802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1290803.625000 Penalty: 903.135376
	Iteration 102Q: 3 clusters Score -1290804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1290804.500000 Penalty: 903.135376
	Iteration 103Q: 3 clusters Score -1290804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1290815.375000 Penalty: 903.135376
	Iteration 104Q: 3 clusters Score -1290815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1290820.500000 Penalty: 903.135376
	Iteration 105Q: 3 clusters Score -1290820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1290825.000000 Penalty: 903.135376
	Iteration 106Q: 3 clusters Score -1290825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1290828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1290833.750000 Penalty: 903.135376
	Iteration 108Q: 3 clusters Score -1290834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1290835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1290836.375000 Penalty: 903.135376
	Iteration 110Q: 3 clusters Score -1290836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1290838.125000 Penalty: 903.135376
	Iteration 111Q: 3 clusters Score -1290838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1290841.125000 Penalty: 903.135376
	Iteration 112Q: 3 clusters Score -1290841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1290846.500000 Penalty: 903.135376
	Iteration 113Q: 3 clusters Score -1290846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1290850.250000 Penalty: 903.135376
	Iteration 114Q: 3 clusters Score -1290850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1290852.500000 Penalty: 903.135376
	Iteration 115Q: 3 clusters Score -1290852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1290858.000000 Penalty: 903.135376
	Iteration 116Q: 3 clusters Score -1290858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1290862.625000 Penalty: 903.135376
	Iteration 117Q: 3 clusters Score -1290863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1290864.500000 Penalty: 903.135376
	Iteration 118Q: 3 clusters Score -1290864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1290874.750000 Penalty: 903.135376
	Iteration 119Q: 3 clusters Score -1290875 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1290882.125000 Penalty: 903.135376
	Iteration 120F: 3 clusters Score -1290882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1290881.125000 Penalty: 903.135376
	Iteration 121Q: 3 clusters Score -1290881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1290884.375000 Penalty: 903.135376
	Iteration 122Q: 3 clusters Score -1290884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1290895.625000 Penalty: 903.135376
	Iteration 123Q: 3 clusters Score -1290896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1290907.000000 Penalty: 903.135376
	Iteration 124Q: 3 clusters Score -1290907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1290910.750000 Penalty: 903.135376
	Iteration 125Q: 3 clusters Score -1290911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1290919.500000 Penalty: 903.135376
	Iteration 126Q: 3 clusters Score -1290920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1290928.250000 Penalty: 903.135376
	Iteration 127Q: 3 clusters Score -1290928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1290932.625000 Penalty: 903.135376
	Iteration 128Q: 3 clusters Score -1290933 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1290945.375000 Penalty: 903.135376
	Iteration 129Q: 3 clusters Score -1290945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1290950.500000 Penalty: 903.135376
	Iteration 130Q: 3 clusters Score -1290950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1290959.375000 Penalty: 903.135376
	Iteration 131Q: 3 clusters Score -1290959 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1290965.500000 Penalty: 903.135376
	Iteration 132Q: 3 clusters Score -1290966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1290979.375000 Penalty: 903.135376
	Iteration 133Q: 3 clusters Score -1290979 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1290986.125000 Penalty: 903.135376
	Iteration 134Q: 3 clusters Score -1290986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1290995.000000 Penalty: 903.135376
	Iteration 135Q: 3 clusters Score -1290995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1290999.750000 Penalty: 903.135376
	Iteration 136Q: 3 clusters Score -1291000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1291004.750000 Penalty: 903.135376
	Iteration 137Q: 3 clusters Score -1291005 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1291011.875000 Penalty: 903.135376
	Iteration 138Q: 3 clusters Score -1291012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1291022.750000 Penalty: 903.135376
	Iteration 139Q: 3 clusters Score -1291023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1291031.375000 Penalty: 903.135376
	Iteration 140F: 3 clusters Score -1291031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1291035.250000 Penalty: 903.135376
	Iteration 141Q: 3 clusters Score -1291035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1291042.250000 Penalty: 903.135376
	Iteration 142Q: 3 clusters Score -1291042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1291051.500000 Penalty: 903.135376
	Iteration 143Q: 3 clusters Score -1291052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1291058.125000 Penalty: 903.135376
	Iteration 144Q: 3 clusters Score -1291058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1291060.375000 Penalty: 903.135376
	Iteration 145Q: 3 clusters Score -1291060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1291062.125000 Penalty: 903.135376
	Iteration 146Q: 3 clusters Score -1291062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1291068.000000 Penalty: 903.135376
	Iteration 147Q: 3 clusters Score -1291068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1291069.875000 Penalty: 903.135376
	Iteration 148Q: 3 clusters Score -1291070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1291076.750000 Penalty: 903.135376
	Iteration 149Q: 3 clusters Score -1291077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1291078.625000 Penalty: 903.135376
	Iteration 150Q: 3 clusters Score -1291079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1291082.750000 Penalty: 903.135376
	Iteration 151Q: 3 clusters Score -1291083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1291087.125000 Penalty: 903.135376
	Iteration 152Q: 3 clusters Score -1291087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1291089.500000 Penalty: 903.135376
	Iteration 153Q: 3 clusters Score -1291090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1291091.125000 Penalty: 903.135376
	Iteration 154Q: 3 clusters Score -1291091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1291092.875000 Penalty: 903.135376
	Iteration 155Q: 3 clusters Score -1291093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1291093.250000 Penalty: 903.135376
	Iteration 156Q: 3 clusters Score -1291093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1291094.500000 Penalty: 903.135376
	Iteration 157Q: 3 clusters Score -1291094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1291094.625000 Penalty: 903.135376
	Iteration 158Q: 3 clusters Score -1291095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1291096.000000 Penalty: 903.135376
	Iteration 159Q: 3 clusters Score -1291096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1291096.250000 Penalty: 903.135376
	Iteration 160F: 3 clusters Score -1291096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Entering Unmasked Estep 
Score: -67613.304688 Penalty: 319.984406
	Iteration 0F: 2 clusters Score -67613.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -66730.960938 Penalty: 639.968811
	Iteration 0F: 3 clusters Score -66730.96 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -67031.531250 Penalty: 639.968811
	Iteration 1F: 3 clusters Score -67031.53 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -67144.960938 Penalty: 639.968811
	Iteration 2F: 3 clusters Score -67144.96 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -67224.187500 Penalty: 639.968811
	Iteration 3F: 3 clusters Score -67224.19 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -67305.140625 Penalty: 639.968811
	Iteration 4F: 3 clusters Score -67305.14 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -67362.750000 Penalty: 639.968811
	Iteration 5F: 3 clusters Score -67362.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -67393.015625 Penalty: 639.968811
	Iteration 6Q: 3 clusters Score -67393.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -67421.187500 Penalty: 639.968811
	Iteration 7Q: 3 clusters Score -67421.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -67438.210938 Penalty: 639.968811
	Iteration 8Q: 3 clusters Score -67438.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -67447.984375 Penalty: 639.968811
	Iteration 9Q: 3 clusters Score -67447.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -67455.656250 Penalty: 639.968811
	Iteration 10Q: 3 clusters Score -67455.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -67462.195312 Penalty: 639.968811
	Iteration 11Q: 3 clusters Score -67462.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -67465.992188 Penalty: 639.968811
	Iteration 12Q: 3 clusters Score -67465.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -67472.125000 Penalty: 639.968811
	Iteration 13Q: 3 clusters Score -67472.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -67474.054688 Penalty: 639.968811
	Iteration 14Q: 3 clusters Score -67474.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -67474.281250 Penalty: 639.968811
	Iteration 15Q: 3 clusters Score -67474.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -67474.570312 Penalty: 639.968811
	Iteration 16Q: 3 clusters Score -67474.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -67474.898438 Penalty: 639.968811
	Iteration 17Q: 3 clusters Score -67474.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -67475.398438 Penalty: 639.968811
	Iteration 18Q: 3 clusters Score -67475.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -67475.953125 Penalty: 639.968811
	Iteration 19Q: 3 clusters Score -67475.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -67476.851562 Penalty: 639.968811
	Iteration 20F: 3 clusters Score -67476.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -67477.632812 Penalty: 639.968811
	Iteration 21Q: 3 clusters Score -67477.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -67478.195312 Penalty: 639.968811
	Iteration 22Q: 3 clusters Score -67478.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -67479.218750 Penalty: 639.968811
	Iteration 23Q: 3 clusters Score -67479.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -67480.562500 Penalty: 639.968811
	Iteration 24Q: 3 clusters Score -67480.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -67480.742188 Penalty: 639.968811
	Iteration 25Q: 3 clusters Score -67480.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -67481.179688 Penalty: 639.968811
	Iteration 26Q: 3 clusters Score -67481.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -67481.937500 Penalty: 639.968811
	Iteration 27Q: 3 clusters Score -67481.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -67482.453125 Penalty: 639.968811
	Iteration 28Q: 3 clusters Score -67482.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -67482.617188 Penalty: 639.968811
	Iteration 29Q: 3 clusters Score -67482.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -67482.710938 Penalty: 639.968811
	Iteration 30Q: 3 clusters Score -67482.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -67482.710938 Penalty: 639.968811
	Iteration 31F: 3 clusters Score -67482.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Entering Unmasked Estep 
Score: -554525.937500 Penalty: 409.796143
	Iteration 0F: 2 clusters Score -554525.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -549184.500000 Penalty: 819.592285
	Iteration 0F: 3 clusters Score -549184.5 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -551352.125000 Penalty: 819.592285
	Iteration 1F: 3 clusters Score -551352.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -551573.062500 Penalty: 819.592285
	Iteration 2F: 3 clusters Score -551573.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -551886.875000 Penalty: 819.592285
	Iteration 3F: 3 clusters Score -551886.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -552349.687500 Penalty: 819.592285
	Iteration 4F: 3 clusters Score -552349.7 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -552893.562500 Penalty: 819.592285
	Iteration 5F: 3 clusters Score -552893.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -553399.062500 Penalty: 819.592285
	Iteration 6F: 3 clusters Score -553399.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -553742.812500 Penalty: 819.592285
	Iteration 7Q: 3 clusters Score -553742.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -553949.125000 Penalty: 819.592285
	Iteration 8Q: 3 clusters Score -553949.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -554050.437500 Penalty: 819.592285
	Iteration 9Q: 3 clusters Score -554050.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -554096.500000 Penalty: 819.592285
	Iteration 10Q: 3 clusters Score -554096.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -554114.125000 Penalty: 819.592285
	Iteration 11Q: 3 clusters Score -554114.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -554124.812500 Penalty: 819.592285
	Iteration 12Q: 3 clusters Score -554124.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -554132.187500 Penalty: 819.592285
	Iteration 13Q: 3 clusters Score -554132.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -554135.562500 Penalty: 819.592285
	Iteration 14Q: 3 clusters Score -554135.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -554136.937500 Penalty: 819.592285
	Iteration 15Q: 3 clusters Score -554136.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -554140.687500 Penalty: 819.592285
	Iteration 16Q: 3 clusters Score -554140.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -554146.312500 Penalty: 819.592285
	Iteration 17Q: 3 clusters Score -554146.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -554148.687500 Penalty: 819.592285
	Iteration 18Q: 3 clusters Score -554148.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -554150.000000 Penalty: 819.592285
	Iteration 19Q: 3 clusters Score -554150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -554150.000000 Penalty: 819.592285
	Iteration 20F: 3 clusters Score -554150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -7275.728516 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -7275.729 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 65 members 
Entering Unmasked Estep 
Score: -7078.278320 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -7078.278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7129.439453 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -7129.439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7147.392090 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -7147.392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7158.511230 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -7158.511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7158.511230 Penalty: 441.534760
	Iteration 4F: 3 clusters Score -7158.511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (79729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Entering Unmasked Estep 
Score: -5254641.500000 Penalty: 513.530701
	Iteration 0F: 2 clusters Score -5254642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -5201255.000000 Penalty: 1027.061401
	Iteration 0F: 3 clusters Score -5201255 nChanged 38910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -5226846.000000 Penalty: 1027.061401
	Iteration 1F: 3 clusters Score -5226846 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -5229632.000000 Penalty: 1027.061401
	Iteration 2F: 3 clusters Score -5229632 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -5234865.000000 Penalty: 1027.061401
	Iteration 3F: 3 clusters Score -5234865 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -5242966.500000 Penalty: 1027.061401
	Iteration 4F: 3 clusters Score -5242966 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -5249587.500000 Penalty: 1027.061401
	Iteration 5F: 3 clusters Score -5249588 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -5252019.000000 Penalty: 1027.061401
	Iteration 6Q: 3 clusters Score -5252019 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -5253023.000000 Penalty: 1027.061401
	Iteration 7Q: 3 clusters Score -5253023 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -5253461.000000 Penalty: 1027.061401
	Iteration 8Q: 3 clusters Score -5253461 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -5253743.000000 Penalty: 1027.061401
	Iteration 9Q: 3 clusters Score -5253743 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -5253837.500000 Penalty: 1027.061401
	Iteration 10Q: 3 clusters Score -5253838 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -5253950.000000 Penalty: 1027.061401
	Iteration 11Q: 3 clusters Score -5253950 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -5253936.000000 Penalty: 1027.061401
	Iteration 12Q: 3 clusters Score -5253936 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -5253925.000000 Penalty: 1027.061401
	Iteration 13Q: 3 clusters Score -5253925 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -5253933.500000 Penalty: 1027.061401
	Iteration 14Q: 3 clusters Score -5253934 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -5253919.000000 Penalty: 1027.061401
	Iteration 15Q: 3 clusters Score -5253919 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 53495 members 
Entering Unmasked Estep 
Score: -5253929.500000 Penalty: 1027.061401
	Iteration 16Q: 3 clusters Score -5253930 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -5253940.000000 Penalty: 1027.061401
	Iteration 17Q: 3 clusters Score -5253940 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -5253937.500000 Penalty: 1027.061401
	Iteration 18Q: 3 clusters Score -5253938 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -5253957.000000 Penalty: 1027.061401
	Iteration 19Q: 3 clusters Score -5253957 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -5253940.500000 Penalty: 1027.061401
	Iteration 20F: 3 clusters Score -5253940 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -5253927.500000 Penalty: 1027.061401
	Iteration 21Q: 3 clusters Score -5253928 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 56500 members 
Entering Unmasked Estep 
Score: -5253926.000000 Penalty: 1027.061401
	Iteration 22Q: 3 clusters Score -5253926 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 57175 members 
Entering Unmasked Estep 
Score: -5253927.500000 Penalty: 1027.061401
	Iteration 23Q: 3 clusters Score -5253928 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -5253919.500000 Penalty: 1027.061401
	Iteration 24Q: 3 clusters Score -5253920 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 58481 members 
Entering Unmasked Estep 
Score: -5253899.000000 Penalty: 1027.061401
	Iteration 25Q: 3 clusters Score -5253899 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -5253880.000000 Penalty: 1027.061401
	Iteration 26Q: 3 clusters Score -5253880 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -5253866.500000 Penalty: 1027.061401
	Iteration 27Q: 3 clusters Score -5253866 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -5253856.500000 Penalty: 1027.061401
	Iteration 28Q: 3 clusters Score -5253856 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 60137 members 
Entering Unmasked Estep 
Score: -5253882.500000 Penalty: 1027.061401
	Iteration 29Q: 3 clusters Score -5253882 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -5253883.000000 Penalty: 1027.061401
	Iteration 30Q: 3 clusters Score -5253883 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -5253898.500000 Penalty: 1027.061401
	Iteration 31Q: 3 clusters Score -5253898 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 61135 members 
Entering Unmasked Estep 
Score: -5253914.000000 Penalty: 1027.061401
	Iteration 32Q: 3 clusters Score -5253914 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -5253936.500000 Penalty: 1027.061401
	Iteration 33Q: 3 clusters Score -5253936 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 61752 members 
Entering Unmasked Estep 
Score: -5253917.000000 Penalty: 1027.061401
	Iteration 34Q: 3 clusters Score -5253917 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -5253953.000000 Penalty: 1027.061401
	Iteration 35Q: 3 clusters Score -5253953 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -5253967.500000 Penalty: 1027.061401
	Iteration 36Q: 3 clusters Score -5253968 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -5253944.500000 Penalty: 1027.061401
	Iteration 37Q: 3 clusters Score -5253944 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -5253953.500000 Penalty: 1027.061401
	Iteration 38Q: 3 clusters Score -5253954 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -5253965.500000 Penalty: 1027.061401
	Iteration 39Q: 3 clusters Score -5253966 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 63466 members 
Entering Unmasked Estep 
Score: -5253985.500000 Penalty: 1027.061401
	Iteration 40F: 3 clusters Score -5253986 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 63674 members 
Entering Unmasked Estep 
Score: -5254027.000000 Penalty: 1027.061401
	Iteration 41Q: 3 clusters Score -5254027 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -5254021.000000 Penalty: 1027.061401
	Iteration 42Q: 3 clusters Score -5254021 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -5254009.000000 Penalty: 1027.061401
	Iteration 43Q: 3 clusters Score -5254009 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 64170 members 
Entering Unmasked Estep 
Score: -5254010.500000 Penalty: 1027.061401
	Iteration 44Q: 3 clusters Score -5254010 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -5253991.000000 Penalty: 1027.061401
	Iteration 45Q: 3 clusters Score -5253991 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 64526 members 
Entering Unmasked Estep 
Score: -5254002.500000 Penalty: 1027.061401
	Iteration 46Q: 3 clusters Score -5254002 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 64716 members 
Entering Unmasked Estep 
Score: -5254017.500000 Penalty: 1027.061401
	Iteration 47Q: 3 clusters Score -5254018 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -5254013.500000 Penalty: 1027.061401
	Iteration 48Q: 3 clusters Score -5254014 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 65086 members 
Entering Unmasked Estep 
Score: -5254010.000000 Penalty: 1027.061401
	Iteration 49Q: 3 clusters Score -5254010 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -5254020.500000 Penalty: 1027.061401
	Iteration 50Q: 3 clusters Score -5254020 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 65519 members 
Entering Unmasked Estep 
Score: -5254026.000000 Penalty: 1027.061401
	Iteration 51Q: 3 clusters Score -5254026 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -5254023.500000 Penalty: 1027.061401
	Iteration 52Q: 3 clusters Score -5254024 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 65800 members 
Entering Unmasked Estep 
Score: -5254017.000000 Penalty: 1027.061401
	Iteration 53Q: 3 clusters Score -5254017 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 65914 members 
Entering Unmasked Estep 
Score: -5254010.500000 Penalty: 1027.061401
	Iteration 54Q: 3 clusters Score -5254010 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -5253993.000000 Penalty: 1027.061401
	Iteration 55Q: 3 clusters Score -5253993 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -5253980.000000 Penalty: 1027.061401
	Iteration 56Q: 3 clusters Score -5253980 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 66398 members 
Entering Unmasked Estep 
Score: -5253958.000000 Penalty: 1027.061401
	Iteration 57Q: 3 clusters Score -5253958 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 66520 members 
Entering Unmasked Estep 
Score: -5253971.000000 Penalty: 1027.061401
	Iteration 58Q: 3 clusters Score -5253971 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 66621 members 
Entering Unmasked Estep 
Score: -5253963.000000 Penalty: 1027.061401
	Iteration 59Q: 3 clusters Score -5253963 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -5253960.000000 Penalty: 1027.061401
	Iteration 60F: 3 clusters Score -5253960 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 66751 members 
Entering Unmasked Estep 
Score: -5253955.500000 Penalty: 1027.061401
	Iteration 61Q: 3 clusters Score -5253956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -5253957.500000 Penalty: 1027.061401
	Iteration 62Q: 3 clusters Score -5253958 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -5253965.500000 Penalty: 1027.061401
	Iteration 63Q: 3 clusters Score -5253966 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -5253965.000000 Penalty: 1027.061401
	Iteration 64Q: 3 clusters Score -5253965 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -5253969.000000 Penalty: 1027.061401
	Iteration 65Q: 3 clusters Score -5253969 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -5253967.500000 Penalty: 1027.061401
	Iteration 66Q: 3 clusters Score -5253968 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 67201 members 
Entering Unmasked Estep 
Score: -5253968.000000 Penalty: 1027.061401
	Iteration 67Q: 3 clusters Score -5253968 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 67276 members 
Entering Unmasked Estep 
Score: -5253950.500000 Penalty: 1027.061401
	Iteration 68Q: 3 clusters Score -5253950 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 67329 members 
Entering Unmasked Estep 
Score: -5253953.000000 Penalty: 1027.061401
	Iteration 69Q: 3 clusters Score -5253953 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 67372 members 
Entering Unmasked Estep 
Score: -5253944.500000 Penalty: 1027.061401
	Iteration 70Q: 3 clusters Score -5253944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 67391 members 
Entering Unmasked Estep 
Score: -5253945.500000 Penalty: 1027.061401
	Iteration 71Q: 3 clusters Score -5253946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 67401 members 
Entering Unmasked Estep 
Score: -5253950.000000 Penalty: 1027.061401
	Iteration 72Q: 3 clusters Score -5253950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 67436 members 
Entering Unmasked Estep 
Score: -5253950.500000 Penalty: 1027.061401
	Iteration 73Q: 3 clusters Score -5253950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -5253944.500000 Penalty: 1027.061401
	Iteration 74Q: 3 clusters Score -5253944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 67489 members 
Entering Unmasked Estep 
Score: -5253939.000000 Penalty: 1027.061401
	Iteration 75Q: 3 clusters Score -5253939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -5253930.000000 Penalty: 1027.061401
	Iteration 76Q: 3 clusters Score -5253930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -5253937.500000 Penalty: 1027.061401
	Iteration 77Q: 3 clusters Score -5253938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -5253932.000000 Penalty: 1027.061401
	Iteration 78Q: 3 clusters Score -5253932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 67519 members 
Entering Unmasked Estep 
Score: -5253932.500000 Penalty: 1027.061401
	Iteration 79Q: 3 clusters Score -5253932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 67518 members 
Entering Unmasked Estep 
Score: -5253933.500000 Penalty: 1027.061401
	Iteration 80F: 3 clusters Score -5253934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
Score: -5253934.000000 Penalty: 1027.061401
	Iteration 81Q: 3 clusters Score -5253934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 67522 members 
Entering Unmasked Estep 
Score: -5253923.000000 Penalty: 1027.061401
	Iteration 82Q: 3 clusters Score -5253923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -5253933.500000 Penalty: 1027.061401
	Iteration 83Q: 3 clusters Score -5253934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 67512 members 
Entering Unmasked Estep 
Score: -5253928.500000 Penalty: 1027.061401
	Iteration 84Q: 3 clusters Score -5253928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 67512 members 
Entering Unmasked Estep 
Score: -5253928.500000 Penalty: 1027.061401
	Iteration 85F: 3 clusters Score -5253928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Entering Unmasked Estep 
Score: -640916.687500 Penalty: 418.294952
	Iteration 0F: 2 clusters Score -640916.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -634339.000000 Penalty: 836.589905
	Iteration 0F: 3 clusters Score -634339 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -636858.562500 Penalty: 836.589905
	Iteration 1F: 3 clusters Score -636858.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -637034.062500 Penalty: 836.589905
	Iteration 2Q: 3 clusters Score -637034.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -637257.937500 Penalty: 836.589905
	Iteration 3Q: 3 clusters Score -637257.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -637635.000000 Penalty: 836.589905
	Iteration 4F: 3 clusters Score -637635 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -638274.062500 Penalty: 836.589905
	Iteration 5F: 3 clusters Score -638274.1 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -638959.625000 Penalty: 836.589905
	Iteration 6F: 3 clusters Score -638959.6 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -639453.375000 Penalty: 836.589905
	Iteration 7F: 3 clusters Score -639453.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -639725.562500 Penalty: 836.589905
	Iteration 8Q: 3 clusters Score -639725.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -639906.750000 Penalty: 836.589905
	Iteration 9Q: 3 clusters Score -639906.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -640030.187500 Penalty: 836.589905
	Iteration 10Q: 3 clusters Score -640030.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -640156.062500 Penalty: 836.589905
	Iteration 11Q: 3 clusters Score -640156.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -640282.687500 Penalty: 836.589905
	Iteration 12Q: 3 clusters Score -640282.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -640387.062500 Penalty: 836.589905
	Iteration 13Q: 3 clusters Score -640387.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -640482.062500 Penalty: 836.589905
	Iteration 14Q: 3 clusters Score -640482.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -640559.937500 Penalty: 836.589905
	Iteration 15Q: 3 clusters Score -640559.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -640616.125000 Penalty: 836.589905
	Iteration 16Q: 3 clusters Score -640616.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -640659.125000 Penalty: 836.589905
	Iteration 17Q: 3 clusters Score -640659.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -640688.687500 Penalty: 836.589905
	Iteration 18Q: 3 clusters Score -640688.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -640708.625000 Penalty: 836.589905
	Iteration 19Q: 3 clusters Score -640708.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -640728.750000 Penalty: 836.589905
	Iteration 20F: 3 clusters Score -640728.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -640739.312500 Penalty: 836.589905
	Iteration 21Q: 3 clusters Score -640739.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -640748.875000 Penalty: 836.589905
	Iteration 22Q: 3 clusters Score -640748.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -640751.937500 Penalty: 836.589905
	Iteration 23Q: 3 clusters Score -640751.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -640754.750000 Penalty: 836.589905
	Iteration 24Q: 3 clusters Score -640754.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -640756.437500 Penalty: 836.589905
	Iteration 25Q: 3 clusters Score -640756.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -640758.750000 Penalty: 836.589905
	Iteration 26Q: 3 clusters Score -640758.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -640759.625000 Penalty: 836.589905
	Iteration 27Q: 3 clusters Score -640759.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -640758.750000 Penalty: 836.589905
	Iteration 28Q: 3 clusters Score -640758.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -640757.562500 Penalty: 836.589905
	Iteration 29Q: 3 clusters Score -640757.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -640758.250000 Penalty: 836.589905
	Iteration 30Q: 3 clusters Score -640758.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -640758.250000 Penalty: 836.589905
	Iteration 31F: 3 clusters Score -640758.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77739 members 
Entering Unmasked Estep 
Score: -5135119.000000 Penalty: 512.380615
	Iteration 0F: 2 clusters Score -5135119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -5083311.500000 Penalty: 1024.761230
	Iteration 0F: 3 clusters Score -5083312 nChanged 38090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -5107760.500000 Penalty: 1024.761230
	Iteration 1F: 3 clusters Score -5107760 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -5110333.500000 Penalty: 1024.761230
	Iteration 2F: 3 clusters Score -5110334 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -5114672.000000 Penalty: 1024.761230
	Iteration 3F: 3 clusters Score -5114672 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -5121160.000000 Penalty: 1024.761230
	Iteration 4F: 3 clusters Score -5121160 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5127036 nChanged 3876
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -5129900 nChanged 2343
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -5131112 nChanged 1679
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5131750 nChanged 1390
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5132200 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5132550 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5132886 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5133107 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 58740 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5133228 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 59661 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5133388 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5133498 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5133564 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5133567 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 63188 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5133486 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 63974 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5133544 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 64644 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5133626 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5133614 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 65963 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5133646 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 66485 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5133622 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 67042 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5133669 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 67524 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5133609 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 67875 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5133573 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 68154 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5133610 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 68432 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5133633 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 68674 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5133628 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5133596 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 69086 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5133626 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 69298 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5133620 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 69560 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5133628 nChanged 321
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 69881 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5133590 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 70106 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5133562 nChanged 201
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5133532 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 70472 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5133488 nChanged 246
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Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5133481 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5133448 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 71097 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5133420 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5133393 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 71468 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5133385 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 71697 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5133410 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 71923 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5133374 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 72169 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5133396 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5133419 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 72674 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5133450 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 72961 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5133496 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 73241 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5133532 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5133524 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 73759 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5133529 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5133496 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 74223 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5133519 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 74442 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5133506 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5133505 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 74931 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5133492 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 75190 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5133552 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 75403 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5133702 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 75604 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5133840 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 75767 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5133957 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 75911 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5134048 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5134084 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 76135 members 
Entering Unmasked Estep 
Score: -5134151.500000 Penalty: 1024.761230
	Iteration 63Q: 3 clusters Score -5134152 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 76226 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5134207 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 76309 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5134240 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 76379 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5134262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 76440 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5134296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5134316 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 76542 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5134330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 76589 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5134348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 76627 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5134376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 76666 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5134368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 76705 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5134384 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 76736 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5134399 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 76765 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5134401 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 76792 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5134400 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 76823 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5134424 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 76859 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5134444 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 76880 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5134448 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 76899 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5134457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 76918 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5134470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 76926 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5134475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 76937 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5134490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 76949 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5134504 nChanged 25
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Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 76972 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5134520 nChanged 20
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Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 76990 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5134526 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 77000 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5134527 nChanged 15
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Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 77013 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5134528 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 77030 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5134520 nChanged 19
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Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5134526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 77076 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5134532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 77094 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5134540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 77119 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5134552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 77132 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5134568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 77147 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5134569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 77163 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5134578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 77171 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5134584 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 77181 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5134584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 77189 members 
Entering Unmasked Estep 
Score: -5134591.000000 Penalty: 1024.761230
	Iteration 99Q: 3 clusters Score -5134591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 77194 members 
Entering Unmasked Estep 
Score: -5134594.500000 Penalty: 1024.761230
	Iteration 100F: 3 clusters Score -5134594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 77197 members 
Entering Unmasked Estep 
Score: -5134594.500000 Penalty: 1024.761230
	Iteration 101Q: 3 clusters Score -5134594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -5134595.000000 Penalty: 1024.761230
	Iteration 102Q: 3 clusters Score -5134595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 77209 members 
Entering Unmasked Estep 
Score: -5134594.500000 Penalty: 1024.761230
	Iteration 103Q: 3 clusters Score -5134594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 77218 members 
Entering Unmasked Estep 
Score: -5134609.500000 Penalty: 1024.761230
	Iteration 104Q: 3 clusters Score -5134610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 77221 members 
Entering Unmasked Estep 
Score: -5134605.000000 Penalty: 1024.761230
	Iteration 105Q: 3 clusters Score -5134605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 77227 members 
Entering Unmasked Estep 
Score: -5134610.500000 Penalty: 1024.761230
	Iteration 106Q: 3 clusters Score -5134610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 77235 members 
Entering Unmasked Estep 
Score: -5134618.500000 Penalty: 1024.761230
	Iteration 107Q: 3 clusters Score -5134618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 77243 members 
Entering Unmasked Estep 
Score: -5134618.000000 Penalty: 1024.761230
	Iteration 108Q: 3 clusters Score -5134618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 77248 members 
Entering Unmasked Estep 
Score: -5134624.000000 Penalty: 1024.761230
	Iteration 109Q: 3 clusters Score -5134624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 77258 members 
Entering Unmasked Estep 
Score: -5134626.000000 Penalty: 1024.761230
	Iteration 110Q: 3 clusters Score -5134626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 77269 members 
Entering Unmasked Estep 
Score: -5134633.500000 Penalty: 1024.761230
	Iteration 111Q: 3 clusters Score -5134634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 77277 members 
Entering Unmasked Estep 
Score: -5134637.000000 Penalty: 1024.761230
	Iteration 112Q: 3 clusters Score -5134637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 77287 members 
Entering Unmasked Estep 
Score: -5134638.000000 Penalty: 1024.761230
	Iteration 113Q: 3 clusters Score -5134638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 77292 members 
Entering Unmasked Estep 
Score: -5134639.500000 Penalty: 1024.761230
	Iteration 114Q: 3 clusters Score -5134640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 77296 members 
Entering Unmasked Estep 
Score: -5134641.500000 Penalty: 1024.761230
	Iteration 115Q: 3 clusters Score -5134642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 77300 members 
Entering Unmasked Estep 
Score: -5134641.500000 Penalty: 1024.761230
	Iteration 116Q: 3 clusters Score -5134642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 77302 members 
Entering Unmasked Estep 
Score: -5134641.500000 Penalty: 1024.761230
	Iteration 117Q: 3 clusters Score -5134642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 77305 members 
Entering Unmasked Estep 
Score: -5134641.500000 Penalty: 1024.761230
	Iteration 118Q: 3 clusters Score -5134642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 77308 members 
Entering Unmasked Estep 
Score: -5134645.500000 Penalty: 1024.761230
	Iteration 119Q: 3 clusters Score -5134646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 77311 members 
Entering Unmasked Estep 
Score: -5134652.500000 Penalty: 1024.761230
	Iteration 120F: 3 clusters Score -5134652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 77313 members 
Entering Unmasked Estep 
Score: -5134652.500000 Penalty: 1024.761230
	Iteration 121Q: 3 clusters Score -5134652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 77316 members 
Entering Unmasked Estep 
Score: -5134658.000000 Penalty: 1024.761230
	Iteration 122Q: 3 clusters Score -5134658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 77319 members 
Entering Unmasked Estep 
Score: -5134658.500000 Penalty: 1024.761230
	Iteration 123Q: 3 clusters Score -5134658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 77322 members 
Entering Unmasked Estep 
Score: -5134659.500000 Penalty: 1024.761230
	Iteration 124Q: 3 clusters Score -5134660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 77327 members 
Entering Unmasked Estep 
Score: -5134662.500000 Penalty: 1024.761230
	Iteration 125Q: 3 clusters Score -5134662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 77331 members 
Entering Unmasked Estep 
Score: -5134664.000000 Penalty: 1024.761230
	Iteration 126Q: 3 clusters Score -5134664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 77335 members 
Entering Unmasked Estep 
Score: -5134663.000000 Penalty: 1024.761230
	Iteration 127Q: 3 clusters Score -5134663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 77338 members 
Entering Unmasked Estep 
Score: -5134663.000000 Penalty: 1024.761230
	Iteration 128Q: 3 clusters Score -5134663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 77343 members 
Entering Unmasked Estep 
Score: -5134665.000000 Penalty: 1024.761230
	Iteration 129Q: 3 clusters Score -5134665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 77346 members 
Entering Unmasked Estep 
Score: -5134667.000000 Penalty: 1024.761230
	Iteration 130Q: 3 clusters Score -5134667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 77349 members 
Entering Unmasked Estep 
Score: -5134666.000000 Penalty: 1024.761230
	Iteration 131Q: 3 clusters Score -5134666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 77352 members 
Entering Unmasked Estep 
Score: -5134665.500000 Penalty: 1024.761230
	Iteration 132Q: 3 clusters Score -5134666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 77353 members 
Entering Unmasked Estep 
Score: -5134663.000000 Penalty: 1024.761230
	Iteration 133Q: 3 clusters Score -5134663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
Score: -5134671.000000 Penalty: 1024.761230
	Iteration 134Q: 3 clusters Score -5134671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 77361 members 
Entering Unmasked Estep 
Score: -5134670.000000 Penalty: 1024.761230
	Iteration 135Q: 3 clusters Score -5134670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 77365 members 
Entering Unmasked Estep 
Score: -5134671.500000 Penalty: 1024.761230
	Iteration 136Q: 3 clusters Score -5134672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 77365 members 
Entering Unmasked Estep 
Score: -5134672.500000 Penalty: 1024.761230
	Iteration 137Q: 3 clusters Score -5134672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -5134675.500000 Penalty: 1024.761230
	Iteration 138Q: 3 clusters Score -5134676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 77372 members 
Entering Unmasked Estep 
Score: -5134677.500000 Penalty: 1024.761230
	Iteration 139Q: 3 clusters Score -5134678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -5134676.000000 Penalty: 1024.761230
	Iteration 140F: 3 clusters Score -5134676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 77374 members 
Entering Unmasked Estep 
Score: -5134678.500000 Penalty: 1024.761230
	Iteration 141Q: 3 clusters Score -5134678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 77377 members 
Entering Unmasked Estep 
Score: -5134677.000000 Penalty: 1024.761230
	Iteration 142Q: 3 clusters Score -5134677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 77378 members 
Entering Unmasked Estep 
Score: -5134674.500000 Penalty: 1024.761230
	Iteration 143Q: 3 clusters Score -5134674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 77379 members 
Entering Unmasked Estep 
Score: -5134674.000000 Penalty: 1024.761230
	Iteration 144Q: 3 clusters Score -5134674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 77382 members 
Entering Unmasked Estep 
Score: -5134679.500000 Penalty: 1024.761230
	Iteration 145Q: 3 clusters Score -5134680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -5134679.000000 Penalty: 1024.761230
	Iteration 146Q: 3 clusters Score -5134679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -5134679.000000 Penalty: 1024.761230
	Iteration 147F: 3 clusters Score -5134679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -16739.041016 Penalty: 265.616730
	Iteration 0F: 2 clusters Score -16739.04 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 179 members 
Entering Unmasked Estep 
Score: -16370.584961 Penalty: 531.233459
	Iteration 0F: 3 clusters Score -16370.58 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16483.789062 Penalty: 531.233459
	Iteration 1F: 3 clusters Score -16483.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16543.208984 Penalty: 531.233459
	Iteration 2F: 3 clusters Score -16543.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16561.853516 Penalty: 531.233459
	Iteration 3F: 3 clusters Score -16561.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16572.005859 Penalty: 531.233459
	Iteration 4Q: 3 clusters Score -16572.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16588.873047 Penalty: 531.233459
	Iteration 5Q: 3 clusters Score -16588.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16598.082031 Penalty: 531.233459
	Iteration 6Q: 3 clusters Score -16598.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16601.722656 Penalty: 531.233459
	Iteration 7Q: 3 clusters Score -16601.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16603.878906 Penalty: 531.233459
	Iteration 8Q: 3 clusters Score -16603.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16607.125000 Penalty: 531.233459
	Iteration 9Q: 3 clusters Score -16607.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16608.867188 Penalty: 531.233459
	Iteration 10Q: 3 clusters Score -16608.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16611.646484 Penalty: 531.233459
	Iteration 11Q: 3 clusters Score -16611.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16616.490234 Penalty: 531.233459
	Iteration 12Q: 3 clusters Score -16616.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16620.263672 Penalty: 531.233459
	Iteration 13Q: 3 clusters Score -16620.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16622.691406 Penalty: 531.233459
	Iteration 14Q: 3 clusters Score -16622.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16626.148438 Penalty: 531.233459
	Iteration 15Q: 3 clusters Score -16626.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16628.142578 Penalty: 531.233459
	Iteration 16Q: 3 clusters Score -16628.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16630.531250 Penalty: 531.233459
	Iteration 17Q: 3 clusters Score -16630.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16632.626953 Penalty: 531.233459
	Iteration 18Q: 3 clusters Score -16632.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16632.628906 Penalty: 531.233459
	Iteration 19F: 3 clusters Score -16632.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16635.005859 Penalty: 531.233459
	Iteration 20F: 3 clusters Score -16635.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16636.484375 Penalty: 531.233459
	Iteration 21Q: 3 clusters Score -16636.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16637.982422 Penalty: 531.233459
	Iteration 22Q: 3 clusters Score -16637.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16638.525391 Penalty: 531.233459
	Iteration 23Q: 3 clusters Score -16638.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16639.019531 Penalty: 531.233459
	Iteration 24Q: 3 clusters Score -16639.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16639.019531 Penalty: 531.233459
	Iteration 25F: 3 clusters Score -16639.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7348.065918 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7348.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7115.227051 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -7115.227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7180.040039 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -7180.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7189.792969 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -7189.793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7190.645996 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -7190.646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7190.645996 Penalty: 453.508209
	Iteration 4F: 3 clusters Score -7190.646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12137.395508 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -12137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11828.653320 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -11828.65 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11880.403320 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -11880.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11900.475586 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -11900.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11920.249023 Penalty: 487.877594
	Iteration 3F: 3 clusters Score -11920.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11930.841797 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -11930.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11939.051758 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -11939.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11943.773438 Penalty: 487.877594
	Iteration 6Q: 3 clusters Score -11943.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11950.086914 Penalty: 487.877594
	Iteration 7Q: 3 clusters Score -11950.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11954.930664 Penalty: 487.877594
	Iteration 8Q: 3 clusters Score -11954.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11959.379883 Penalty: 487.877594
	Iteration 9Q: 3 clusters Score -11959.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11975.901367 Penalty: 487.877594
	Iteration 10Q: 3 clusters Score -11975.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11986.574219 Penalty: 487.877594
	Iteration 11Q: 3 clusters Score -11986.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12006.636719 Penalty: 487.877594
	Iteration 12Q: 3 clusters Score -12006.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12032.045898 Penalty: 487.877594
	Iteration 13Q: 3 clusters Score -12032.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12092.437500 Penalty: 487.877594
	Iteration 14Q: 3 clusters Score -12092.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12196.036133 Penalty: 487.877594
	Iteration 15Q: 3 clusters Score -12196.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12226.383789 Penalty: 487.877594
	Iteration 16Q: 3 clusters Score -12226.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12282.528320 Penalty: 487.877594
	Iteration 17Q: 3 clusters Score -12282.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12297.687500 Penalty: 487.877594
	Iteration 18Q: 3 clusters Score -12297.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12297.687500 Penalty: 487.877594
	Iteration 19F: 3 clusters Score -12297.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27295 members 
Mstep: Class 11 contains 3294 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38847 members 
Mstep: Class 14 contains 68407 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20426 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 8156 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79729 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 77739 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 76 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 4160 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38703 members 
Mstep: Class 30 contains 4574 members 
Mstep: Class 31 contains 41006 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17419 members 
Mstep: Class 35 contains 15989 members 
Mstep: Class 36 contains 80969 members 
Mstep: Class 37 contains 11921 members 
Entering Unmasked Estep 
Score: -35874932.000000 Penalty: 22341.371094
Splitting cluster 25 changes total score from -35875104.000000 to -35874932.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (4160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Entering Unmasked Estep 
Score: -269107.906250 Penalty: 379.163788
	Iteration 0F: 2 clusters Score -269107.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -266261.093750 Penalty: 758.327576
	Iteration 0F: 3 clusters Score -266261.1 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -267226.156250 Penalty: 758.327576
	Iteration 1F: 3 clusters Score -267226.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -267312.187500 Penalty: 758.327576
	Iteration 2F: 3 clusters Score -267312.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -267380.031250 Penalty: 758.327576
	Iteration 3Q: 3 clusters Score -267380 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -267454.250000 Penalty: 758.327576
	Iteration 4Q: 3 clusters Score -267454.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -267555.531250 Penalty: 758.327576
	Iteration 5Q: 3 clusters Score -267555.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -267694.000000 Penalty: 758.327576
	Iteration 6Q: 3 clusters Score -267694 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -267904.937500 Penalty: 758.327576
	Iteration 7F: 3 clusters Score -267904.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -268139.968750 Penalty: 758.327576
	Iteration 8F: 3 clusters Score -268140 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -268356.375000 Penalty: 758.327576
	Iteration 9F: 3 clusters Score -268356.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -268510.968750 Penalty: 758.327576
	Iteration 10F: 3 clusters Score -268511 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -268599.718750 Penalty: 758.327576
	Iteration 11Q: 3 clusters Score -268599.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -268665.875000 Penalty: 758.327576
	Iteration 12Q: 3 clusters Score -268665.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -268719.593750 Penalty: 758.327576
	Iteration 13Q: 3 clusters Score -268719.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -268772.718750 Penalty: 758.327576
	Iteration 14Q: 3 clusters Score -268772.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -268812.625000 Penalty: 758.327576
	Iteration 15Q: 3 clusters Score -268812.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -268837.406250 Penalty: 758.327576
	Iteration 16Q: 3 clusters Score -268837.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -268862.031250 Penalty: 758.327576
	Iteration 17Q: 3 clusters Score -268862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -268877.687500 Penalty: 758.327576
	Iteration 18Q: 3 clusters Score -268877.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -268887.781250 Penalty: 758.327576
	Iteration 19Q: 3 clusters Score -268887.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -268893.312500 Penalty: 758.327576
	Iteration 20F: 3 clusters Score -268893.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -268896.500000 Penalty: 758.327576
	Iteration 21Q: 3 clusters Score -268896.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -268900.656250 Penalty: 758.327576
	Iteration 22Q: 3 clusters Score -268900.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -268905.812500 Penalty: 758.327576
	Iteration 23Q: 3 clusters Score -268905.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -268907.406250 Penalty: 758.327576
	Iteration 24Q: 3 clusters Score -268907.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -268908.593750 Penalty: 758.327576
	Iteration 25Q: 3 clusters Score -268908.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -268910.218750 Penalty: 758.327576
	Iteration 26Q: 3 clusters Score -268910.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -268911.218750 Penalty: 758.327576
	Iteration 27Q: 3 clusters Score -268911.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -268911.968750 Penalty: 758.327576
	Iteration 28Q: 3 clusters Score -268912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -268912.093750 Penalty: 758.327576
	Iteration 29Q: 3 clusters Score -268912.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -268913.531250 Penalty: 758.327576
	Iteration 30Q: 3 clusters Score -268913.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -268914.468750 Penalty: 758.327576
	Iteration 31Q: 3 clusters Score -268914.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -268914.875000 Penalty: 758.327576
	Iteration 32Q: 3 clusters Score -268914.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -268914.750000 Penalty: 758.327576
	Iteration 33Q: 3 clusters Score -268914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -268915.593750 Penalty: 758.327576
	Iteration 34Q: 3 clusters Score -268915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -268915.437500 Penalty: 758.327576
	Iteration 35Q: 3 clusters Score -268915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -268915.375000 Penalty: 758.327576
	Iteration 36Q: 3 clusters Score -268915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -268915.750000 Penalty: 758.327576
	Iteration 37Q: 3 clusters Score -268915.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -268915.875000 Penalty: 758.327576
	Iteration 38Q: 3 clusters Score -268915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -268916.437500 Penalty: 758.327576
	Iteration 39Q: 3 clusters Score -268916.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -268916.718750 Penalty: 758.327576
	Iteration 40F: 3 clusters Score -268916.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -268916.812500 Penalty: 758.327576
	Iteration 41Q: 3 clusters Score -268916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -268916.312500 Penalty: 758.327576
	Iteration 42Q: 3 clusters Score -268916.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -268916.750000 Penalty: 758.327576
	Iteration 43Q: 3 clusters Score -268916.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -268917.343750 Penalty: 758.327576
	Iteration 44Q: 3 clusters Score -268917.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -268917.312500 Penalty: 758.327576
	Iteration 45Q: 3 clusters Score -268917.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -268917.031250 Penalty: 758.327576
	Iteration 46Q: 3 clusters Score -268917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -268917.093750 Penalty: 758.327576
	Iteration 47Q: 3 clusters Score -268917.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -268917.281250 Penalty: 758.327576
	Iteration 48Q: 3 clusters Score -268917.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -268917.406250 Penalty: 758.327576
	Iteration 49Q: 3 clusters Score -268917.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -268917.656250 Penalty: 758.327576
	Iteration 50Q: 3 clusters Score -268917.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -268917.093750 Penalty: 758.327576
	Iteration 51Q: 3 clusters Score -268917.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -268917.843750 Penalty: 758.327576
	Iteration 52Q: 3 clusters Score -268917.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -268917.843750 Penalty: 758.327576
	Iteration 53F: 3 clusters Score -268917.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -37541.031250 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -37541.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -36924.414062 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -36924.41 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37104.335938 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -37104.34 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37165.109375 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -37165.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -37196.878906 Penalty: 594.970703
	Iteration 3F: 3 clusters Score -37196.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -37219.933594 Penalty: 594.970703
	Iteration 4Q: 3 clusters Score -37219.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -37234.078125 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -37234.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37253.730469 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -37253.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -37273.574219 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -37273.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37282.496094 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -37282.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37288.183594 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -37288.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37293.101562 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -37293.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -37299.062500 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -37299.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37301.695312 Penalty: 594.970703
	Iteration 12Q: 3 clusters Score -37301.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37305.367188 Penalty: 594.970703
	Iteration 13Q: 3 clusters Score -37305.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37313.945312 Penalty: 594.970703
	Iteration 14Q: 3 clusters Score -37313.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37319.257812 Penalty: 594.970703
	Iteration 15Q: 3 clusters Score -37319.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37323.914062 Penalty: 594.970703
	Iteration 16Q: 3 clusters Score -37323.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -37329.234375 Penalty: 594.970703
	Iteration 17Q: 3 clusters Score -37329.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37330.644531 Penalty: 594.970703
	Iteration 18Q: 3 clusters Score -37330.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37332.097656 Penalty: 594.970703
	Iteration 19Q: 3 clusters Score -37332.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37334.761719 Penalty: 594.970703
	Iteration 20F: 3 clusters Score -37334.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37336.898438 Penalty: 594.970703
	Iteration 21Q: 3 clusters Score -37336.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37340.949219 Penalty: 594.970703
	Iteration 22Q: 3 clusters Score -37340.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37345.105469 Penalty: 594.970703
	Iteration 23Q: 3 clusters Score -37345.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -37349.257812 Penalty: 594.970703
	Iteration 24Q: 3 clusters Score -37349.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37350.695312 Penalty: 594.970703
	Iteration 25Q: 3 clusters Score -37350.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37350.695312 Penalty: 594.970703
	Iteration 26F: 3 clusters Score -37350.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Entering Unmasked Estep 
Score: -2563727.000000 Penalty: 480.647064
	Iteration 0F: 2 clusters Score -2563727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2537805.750000 Penalty: 961.294128
	Iteration 0F: 3 clusters Score -2537806 nChanged 18773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2548790.750000 Penalty: 961.294128
	Iteration 1F: 3 clusters Score -2548791 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2549058.750000 Penalty: 961.294128
	Iteration 2Q: 3 clusters Score -2549059 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2549361.500000 Penalty: 961.294128
	Iteration 3Q: 3 clusters Score -2549362 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -2549821.250000 Penalty: 961.294128
	Iteration 4Q: 3 clusters Score -2549821 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -2550632.000000 Penalty: 961.294128
	Iteration 5Q: 3 clusters Score -2550632 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -2552077.500000 Penalty: 961.294128
	Iteration 6F: 3 clusters Score -2552078 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -2554420.750000 Penalty: 961.294128
	Iteration 7F: 3 clusters Score -2554421 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -2557480.750000 Penalty: 961.294128
	Iteration 8F: 3 clusters Score -2557481 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -2560487.750000 Penalty: 961.294128
	Iteration 9F: 3 clusters Score -2560488 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -2562375.500000 Penalty: 961.294128
	Iteration 10Q: 3 clusters Score -2562376 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -2563058.000000 Penalty: 961.294128
	Iteration 11Q: 3 clusters Score -2563058 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -2563244.250000 Penalty: 961.294128
	Iteration 12Q: 3 clusters Score -2563244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -2563291.750000 Penalty: 961.294128
	Iteration 13Q: 3 clusters Score -2563292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -2563303.500000 Penalty: 961.294128
	Iteration 14Q: 3 clusters Score -2563304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -2563303.500000 Penalty: 961.294128
	Iteration 15Q: 3 clusters Score -2563304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -2563303.500000 Penalty: 961.294128
	Iteration 16F: 3 clusters Score -2563304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Entering Unmasked Estep 
Score: -293141.875000 Penalty: 383.480530
	Iteration 0F: 2 clusters Score -293141.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -290044.500000 Penalty: 766.961060
	Iteration 0F: 3 clusters Score -290044.5 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -291270.218750 Penalty: 766.961060
	Iteration 1F: 3 clusters Score -291270.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -291392.781250 Penalty: 766.961060
	Iteration 2F: 3 clusters Score -291392.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -291503.562500 Penalty: 766.961060
	Iteration 3F: 3 clusters Score -291503.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -291618.187500 Penalty: 766.961060
	Iteration 4Q: 3 clusters Score -291618.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -291734.000000 Penalty: 766.961060
	Iteration 5Q: 3 clusters Score -291734 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -291857.656250 Penalty: 766.961060
	Iteration 6Q: 3 clusters Score -291857.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -291999.281250 Penalty: 766.961060
	Iteration 7Q: 3 clusters Score -291999.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -292144.750000 Penalty: 766.961060
	Iteration 8Q: 3 clusters Score -292144.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -292289.812500 Penalty: 766.961060
	Iteration 9Q: 3 clusters Score -292289.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -292415.718750 Penalty: 766.961060
	Iteration 10Q: 3 clusters Score -292415.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -292500.343750 Penalty: 766.961060
	Iteration 11Q: 3 clusters Score -292500.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -292552.687500 Penalty: 766.961060
	Iteration 12Q: 3 clusters Score -292552.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -292584.500000 Penalty: 766.961060
	Iteration 13Q: 3 clusters Score -292584.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -292616.218750 Penalty: 766.961060
	Iteration 14Q: 3 clusters Score -292616.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -292637.250000 Penalty: 766.961060
	Iteration 15Q: 3 clusters Score -292637.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -292661.718750 Penalty: 766.961060
	Iteration 16Q: 3 clusters Score -292661.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -292675.156250 Penalty: 766.961060
	Iteration 17Q: 3 clusters Score -292675.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -292684.500000 Penalty: 766.961060
	Iteration 18Q: 3 clusters Score -292684.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -292693.281250 Penalty: 766.961060
	Iteration 19Q: 3 clusters Score -292693.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -292706.218750 Penalty: 766.961060
	Iteration 20F: 3 clusters Score -292706.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -292721.125000 Penalty: 766.961060
	Iteration 21Q: 3 clusters Score -292721.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -292733.500000 Penalty: 766.961060
	Iteration 22Q: 3 clusters Score -292733.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -292744.000000 Penalty: 766.961060
	Iteration 23Q: 3 clusters Score -292744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -292755.625000 Penalty: 766.961060
	Iteration 24Q: 3 clusters Score -292755.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -292766.687500 Penalty: 766.961060
	Iteration 25Q: 3 clusters Score -292766.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -292775.875000 Penalty: 766.961060
	Iteration 26Q: 3 clusters Score -292775.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -292784.656250 Penalty: 766.961060
	Iteration 27Q: 3 clusters Score -292784.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -292794.437500 Penalty: 766.961060
	Iteration 28Q: 3 clusters Score -292794.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -292805.656250 Penalty: 766.961060
	Iteration 29Q: 3 clusters Score -292805.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -292820.875000 Penalty: 766.961060
	Iteration 30Q: 3 clusters Score -292820.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -292837.937500 Penalty: 766.961060
	Iteration 31Q: 3 clusters Score -292837.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -292861.687500 Penalty: 766.961060
	Iteration 32Q: 3 clusters Score -292861.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -292878.468750 Penalty: 766.961060
	Iteration 33Q: 3 clusters Score -292878.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -292891.093750 Penalty: 766.961060
	Iteration 34Q: 3 clusters Score -292891.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -292902.031250 Penalty: 766.961060
	Iteration 35Q: 3 clusters Score -292902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -292914.187500 Penalty: 766.961060
	Iteration 36Q: 3 clusters Score -292914.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -292920.125000 Penalty: 766.961060
	Iteration 37Q: 3 clusters Score -292920.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -292927.000000 Penalty: 766.961060
	Iteration 38Q: 3 clusters Score -292927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -292930.937500 Penalty: 766.961060
	Iteration 39Q: 3 clusters Score -292930.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -292933.375000 Penalty: 766.961060
	Iteration 40F: 3 clusters Score -292933.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -292938.156250 Penalty: 766.961060
	Iteration 41Q: 3 clusters Score -292938.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -292944.937500 Penalty: 766.961060
	Iteration 42Q: 3 clusters Score -292944.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -292950.875000 Penalty: 766.961060
	Iteration 43Q: 3 clusters Score -292950.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -292958.468750 Penalty: 766.961060
	Iteration 44Q: 3 clusters Score -292958.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -292968.468750 Penalty: 766.961060
	Iteration 45Q: 3 clusters Score -292968.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -292975.468750 Penalty: 766.961060
	Iteration 46Q: 3 clusters Score -292975.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -292979.781250 Penalty: 766.961060
	Iteration 47Q: 3 clusters Score -292979.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -292983.593750 Penalty: 766.961060
	Iteration 48Q: 3 clusters Score -292983.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -292984.937500 Penalty: 766.961060
	Iteration 49Q: 3 clusters Score -292984.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -292986.687500 Penalty: 766.961060
	Iteration 50Q: 3 clusters Score -292986.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -292987.750000 Penalty: 766.961060
	Iteration 51Q: 3 clusters Score -292987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -292989.093750 Penalty: 766.961060
	Iteration 52Q: 3 clusters Score -292989.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -292989.875000 Penalty: 766.961060
	Iteration 53Q: 3 clusters Score -292989.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -292989.750000 Penalty: 766.961060
	Iteration 54Q: 3 clusters Score -292989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -292990.250000 Penalty: 766.961060
	Iteration 55Q: 3 clusters Score -292990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -292990.375000 Penalty: 766.961060
	Iteration 56Q: 3 clusters Score -292990.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -292989.968750 Penalty: 766.961060
	Iteration 57Q: 3 clusters Score -292990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -292990.000000 Penalty: 766.961060
	Iteration 58Q: 3 clusters Score -292990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -292990.031250 Penalty: 766.961060
	Iteration 59Q: 3 clusters Score -292990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -292990.031250 Penalty: 766.961060
	Iteration 60F: 3 clusters Score -292990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (41006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Entering Unmasked Estep 
Score: -2686953.500000 Penalty: 483.277039
	Iteration 0F: 2 clusters Score -2686954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2659439.250000 Penalty: 966.554077
	Iteration 0F: 3 clusters Score -2659439 nChanged 19918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -2671453.000000 Penalty: 966.554077
	Iteration 1F: 3 clusters Score -2671453 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -2672309.500000 Penalty: 966.554077
	Iteration 2Q: 3 clusters Score -2672310 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -2673703.750000 Penalty: 966.554077
	Iteration 3F: 3 clusters Score -2673704 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -2675829.000000 Penalty: 966.554077
	Iteration 4F: 3 clusters Score -2675829 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -2678492.000000 Penalty: 966.554077
	Iteration 5F: 3 clusters Score -2678492 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -2680801.500000 Penalty: 966.554077
	Iteration 6F: 3 clusters Score -2680802 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -2682241.000000 Penalty: 966.554077
	Iteration 7Q: 3 clusters Score -2682241 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -2683058.500000 Penalty: 966.554077
	Iteration 8Q: 3 clusters Score -2683058 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -2683608.250000 Penalty: 966.554077
	Iteration 9Q: 3 clusters Score -2683608 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -2684051.500000 Penalty: 966.554077
	Iteration 10Q: 3 clusters Score -2684052 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -2684443.250000 Penalty: 966.554077
	Iteration 11Q: 3 clusters Score -2684443 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -2684764.250000 Penalty: 966.554077
	Iteration 12Q: 3 clusters Score -2684764 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -2685024.000000 Penalty: 966.554077
	Iteration 13Q: 3 clusters Score -2685024 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -2685238.500000 Penalty: 966.554077
	Iteration 14Q: 3 clusters Score -2685238 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -2685431.750000 Penalty: 966.554077
	Iteration 15Q: 3 clusters Score -2685432 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -2685562.500000 Penalty: 966.554077
	Iteration 16Q: 3 clusters Score -2685562 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -2685662.750000 Penalty: 966.554077
	Iteration 17Q: 3 clusters Score -2685663 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -2685776.750000 Penalty: 966.554077
	Iteration 18Q: 3 clusters Score -2685777 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -2685888.500000 Penalty: 966.554077
	Iteration 19Q: 3 clusters Score -2685888 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -2685977.000000 Penalty: 966.554077
	Iteration 20F: 3 clusters Score -2685977 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -2686051.750000 Penalty: 966.554077
	Iteration 21Q: 3 clusters Score -2686052 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -2686108.750000 Penalty: 966.554077
	Iteration 22Q: 3 clusters Score -2686109 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -2686153.250000 Penalty: 966.554077
	Iteration 23Q: 3 clusters Score -2686153 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -2686208.250000 Penalty: 966.554077
	Iteration 24Q: 3 clusters Score -2686208 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -2686250.250000 Penalty: 966.554077
	Iteration 25Q: 3 clusters Score -2686250 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -2686286.500000 Penalty: 966.554077
	Iteration 26Q: 3 clusters Score -2686286 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -2686311.750000 Penalty: 966.554077
	Iteration 27Q: 3 clusters Score -2686312 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -2686340.500000 Penalty: 966.554077
	Iteration 28Q: 3 clusters Score -2686340 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -2686365.500000 Penalty: 966.554077
	Iteration 29Q: 3 clusters Score -2686366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -2686388.000000 Penalty: 966.554077
	Iteration 30Q: 3 clusters Score -2686388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -2686405.250000 Penalty: 966.554077
	Iteration 31Q: 3 clusters Score -2686405 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -2686423.500000 Penalty: 966.554077
	Iteration 32Q: 3 clusters Score -2686424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -2686431.250000 Penalty: 966.554077
	Iteration 33Q: 3 clusters Score -2686431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -2686441.250000 Penalty: 966.554077
	Iteration 34Q: 3 clusters Score -2686441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -2686449.750000 Penalty: 966.554077
	Iteration 35Q: 3 clusters Score -2686450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -2686459.000000 Penalty: 966.554077
	Iteration 36Q: 3 clusters Score -2686459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -2686465.500000 Penalty: 966.554077
	Iteration 37Q: 3 clusters Score -2686466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -2686466.000000 Penalty: 966.554077
	Iteration 38Q: 3 clusters Score -2686466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -2686468.750000 Penalty: 966.554077
	Iteration 39Q: 3 clusters Score -2686469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -2686470.250000 Penalty: 966.554077
	Iteration 40F: 3 clusters Score -2686470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -2686476.500000 Penalty: 966.554077
	Iteration 41Q: 3 clusters Score -2686476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -2686479.000000 Penalty: 966.554077
	Iteration 42Q: 3 clusters Score -2686479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -2686481.750000 Penalty: 966.554077
	Iteration 43Q: 3 clusters Score -2686482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -2686487.500000 Penalty: 966.554077
	Iteration 44Q: 3 clusters Score -2686488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -2686491.250000 Penalty: 966.554077
	Iteration 45Q: 3 clusters Score -2686491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -2686489.250000 Penalty: 966.554077
	Iteration 46Q: 3 clusters Score -2686489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -2686491.750000 Penalty: 966.554077
	Iteration 47Q: 3 clusters Score -2686492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -2686492.500000 Penalty: 966.554077
	Iteration 48Q: 3 clusters Score -2686492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -2686492.000000 Penalty: 966.554077
	Iteration 49Q: 3 clusters Score -2686492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -2686491.500000 Penalty: 966.554077
	Iteration 50Q: 3 clusters Score -2686492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -2686492.750000 Penalty: 966.554077
	Iteration 51Q: 3 clusters Score -2686493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -2686494.000000 Penalty: 966.554077
	Iteration 52Q: 3 clusters Score -2686494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -2686492.000000 Penalty: 966.554077
	Iteration 53Q: 3 clusters Score -2686492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -2686492.750000 Penalty: 966.554077
	Iteration 54Q: 3 clusters Score -2686493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -2686493.000000 Penalty: 966.554077
	Iteration 55Q: 3 clusters Score -2686493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -2686494.000000 Penalty: 966.554077
	Iteration 56Q: 3 clusters Score -2686494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -2686489.750000 Penalty: 966.554077
	Iteration 57Q: 3 clusters Score -2686490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -2686497.750000 Penalty: 966.554077
	Iteration 58Q: 3 clusters Score -2686498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -2686500.250000 Penalty: 966.554077
	Iteration 59Q: 3 clusters Score -2686500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -2686504.500000 Penalty: 966.554077
	Iteration 60F: 3 clusters Score -2686504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -2686508.250000 Penalty: 966.554077
	Iteration 61Q: 3 clusters Score -2686508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -2686513.500000 Penalty: 966.554077
	Iteration 62Q: 3 clusters Score -2686514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -2686516.250000 Penalty: 966.554077
	Iteration 63Q: 3 clusters Score -2686516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -2686520.500000 Penalty: 966.554077
	Iteration 64Q: 3 clusters Score -2686520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -2686524.250000 Penalty: 966.554077
	Iteration 65Q: 3 clusters Score -2686524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -2686526.000000 Penalty: 966.554077
	Iteration 66Q: 3 clusters Score -2686526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -2686527.500000 Penalty: 966.554077
	Iteration 67Q: 3 clusters Score -2686528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -2686528.500000 Penalty: 966.554077
	Iteration 68Q: 3 clusters Score -2686528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -2686530.000000 Penalty: 966.554077
	Iteration 69Q: 3 clusters Score -2686530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -2686529.000000 Penalty: 966.554077
	Iteration 70Q: 3 clusters Score -2686529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -2686529.250000 Penalty: 966.554077
	Iteration 71Q: 3 clusters Score -2686529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -2686528.250000 Penalty: 966.554077
	Iteration 72Q: 3 clusters Score -2686528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -2686528.000000 Penalty: 966.554077
	Iteration 73Q: 3 clusters Score -2686528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -2686528.000000 Penalty: 966.554077
	Iteration 74F: 3 clusters Score -2686528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Entering Unmasked Estep 
Score: -95232.093750 Penalty: 332.963379
	Iteration 0F: 2 clusters Score -95232.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -94139.320312 Penalty: 665.926758
	Iteration 0F: 3 clusters Score -94139.32 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -94530.125000 Penalty: 665.926758
	Iteration 1F: 3 clusters Score -94530.12 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -94615.210938 Penalty: 665.926758
	Iteration 2F: 3 clusters Score -94615.21 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -94705.695312 Penalty: 665.926758
	Iteration 3F: 3 clusters Score -94705.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -94765.968750 Penalty: 665.926758
	Iteration 4F: 3 clusters Score -94765.97 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -94824.679688 Penalty: 665.926758
	Iteration 5Q: 3 clusters Score -94824.68 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -94888.664062 Penalty: 665.926758
	Iteration 6Q: 3 clusters Score -94888.66 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -94951.343750 Penalty: 665.926758
	Iteration 7F: 3 clusters Score -94951.34 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -95001.539062 Penalty: 665.926758
	Iteration 8Q: 3 clusters Score -95001.54 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -95035.804688 Penalty: 665.926758
	Iteration 9Q: 3 clusters Score -95035.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -95060.937500 Penalty: 665.926758
	Iteration 10Q: 3 clusters Score -95060.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -95075.578125 Penalty: 665.926758
	Iteration 11Q: 3 clusters Score -95075.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -95093.539062 Penalty: 665.926758
	Iteration 12Q: 3 clusters Score -95093.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -95107.664062 Penalty: 665.926758
	Iteration 13Q: 3 clusters Score -95107.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -95116.070312 Penalty: 665.926758
	Iteration 14Q: 3 clusters Score -95116.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -95121.695312 Penalty: 665.926758
	Iteration 15Q: 3 clusters Score -95121.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -95124.164062 Penalty: 665.926758
	Iteration 16Q: 3 clusters Score -95124.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -95128.890625 Penalty: 665.926758
	Iteration 17Q: 3 clusters Score -95128.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -95134.000000 Penalty: 665.926758
	Iteration 18Q: 3 clusters Score -95134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -95136.265625 Penalty: 665.926758
	Iteration 19Q: 3 clusters Score -95136.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -95136.937500 Penalty: 665.926758
	Iteration 20F: 3 clusters Score -95136.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -95138.062500 Penalty: 665.926758
	Iteration 21Q: 3 clusters Score -95138.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -95138.453125 Penalty: 665.926758
	Iteration 22Q: 3 clusters Score -95138.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -95140.343750 Penalty: 665.926758
	Iteration 23Q: 3 clusters Score -95140.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -95140.343750 Penalty: 665.926758
	Iteration 24F: 3 clusters Score -95140.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -6493.074707 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -6493.075 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 54 members 
Entering Unmasked Estep 
Score: -6271.310059 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -6271.31 nChanged 18
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: -6306.738281 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -6306.738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6314.196289 Penalty: 432.576691
	Iteration 2Q: 3 clusters Score -6314.196 nChanged 2
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: -6317.833984 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -6317.834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6319.559570 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -6319.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6319.559570 Penalty: 432.576691
	Iteration 5F: 3 clusters Score -6319.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (17419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Entering Unmasked Estep 
Score: -1165184.250000 Penalty: 444.321930
	Iteration 0F: 2 clusters Score -1165184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1153451.375000 Penalty: 888.643860
	Iteration 0F: 3 clusters Score -1153451 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1158268.750000 Penalty: 888.643860
	Iteration 1F: 3 clusters Score -1158269 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1158591.000000 Penalty: 888.643860
	Iteration 2Q: 3 clusters Score -1158591 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1159102.500000 Penalty: 888.643860
	Iteration 3F: 3 clusters Score -1159102 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1159909.625000 Penalty: 888.643860
	Iteration 4F: 3 clusters Score -1159910 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1161052.750000 Penalty: 888.643860
	Iteration 5F: 3 clusters Score -1161053 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1162369.625000 Penalty: 888.643860
	Iteration 6F: 3 clusters Score -1162370 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1163428.625000 Penalty: 888.643860
	Iteration 7F: 3 clusters Score -1163429 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -1164019.625000 Penalty: 888.643860
	Iteration 8Q: 3 clusters Score -1164020 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1164285.625000 Penalty: 888.643860
	Iteration 9Q: 3 clusters Score -1164286 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1164462.375000 Penalty: 888.643860
	Iteration 10Q: 3 clusters Score -1164462 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -1164569.500000 Penalty: 888.643860
	Iteration 11Q: 3 clusters Score -1164570 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1164638.250000 Penalty: 888.643860
	Iteration 12Q: 3 clusters Score -1164638 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1164683.750000 Penalty: 888.643860
	Iteration 13Q: 3 clusters Score -1164684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -1164706.625000 Penalty: 888.643860
	Iteration 14Q: 3 clusters Score -1164707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1164723.750000 Penalty: 888.643860
	Iteration 15Q: 3 clusters Score -1164724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -1164735.375000 Penalty: 888.643860
	Iteration 16Q: 3 clusters Score -1164735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1164741.250000 Penalty: 888.643860
	Iteration 17Q: 3 clusters Score -1164741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1164748.125000 Penalty: 888.643860
	Iteration 18Q: 3 clusters Score -1164748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -1164753.000000 Penalty: 888.643860
	Iteration 19Q: 3 clusters Score -1164753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -1164756.250000 Penalty: 888.643860
	Iteration 20F: 3 clusters Score -1164756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -1164763.875000 Penalty: 888.643860
	Iteration 21Q: 3 clusters Score -1164764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -1164768.500000 Penalty: 888.643860
	Iteration 22Q: 3 clusters Score -1164768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -1164772.500000 Penalty: 888.643860
	Iteration 23Q: 3 clusters Score -1164772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1164778.750000 Penalty: 888.643860
	Iteration 24Q: 3 clusters Score -1164779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -1164786.375000 Penalty: 888.643860
	Iteration 25Q: 3 clusters Score -1164786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1164796.125000 Penalty: 888.643860
	Iteration 26Q: 3 clusters Score -1164796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -1164801.125000 Penalty: 888.643860
	Iteration 27Q: 3 clusters Score -1164801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -1164804.000000 Penalty: 888.643860
	Iteration 28Q: 3 clusters Score -1164804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1164805.125000 Penalty: 888.643860
	Iteration 29Q: 3 clusters Score -1164805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1164802.250000 Penalty: 888.643860
	Iteration 30Q: 3 clusters Score -1164802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -1164802.875000 Penalty: 888.643860
	Iteration 31Q: 3 clusters Score -1164803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -1164802.875000 Penalty: 888.643860
	Iteration 32F: 3 clusters Score -1164803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Entering Unmasked Estep 
Score: -1075380.500000 Penalty: 440.424347
	Iteration 0F: 2 clusters Score -1075380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1064643.750000 Penalty: 880.848694
	Iteration 0F: 3 clusters Score -1064644 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1068793.125000 Penalty: 880.848694
	Iteration 1F: 3 clusters Score -1068793 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1068928.125000 Penalty: 880.848694
	Iteration 2Q: 3 clusters Score -1068928 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1069078.875000 Penalty: 880.848694
	Iteration 3Q: 3 clusters Score -1069079 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1069248.125000 Penalty: 880.848694
	Iteration 4Q: 3 clusters Score -1069248 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1069460.125000 Penalty: 880.848694
	Iteration 5Q: 3 clusters Score -1069460 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1069688.375000 Penalty: 880.848694
	Iteration 6Q: 3 clusters Score -1069688 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1069947.875000 Penalty: 880.848694
	Iteration 7Q: 3 clusters Score -1069948 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1070214.000000 Penalty: 880.848694
	Iteration 8Q: 3 clusters Score -1070214 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1070483.875000 Penalty: 880.848694
	Iteration 9Q: 3 clusters Score -1070484 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1070780.750000 Penalty: 880.848694
	Iteration 10Q: 3 clusters Score -1070781 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1071157.250000 Penalty: 880.848694
	Iteration 11Q: 3 clusters Score -1071157 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1071629.250000 Penalty: 880.848694
	Iteration 12F: 3 clusters Score -1071629 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1072230.625000 Penalty: 880.848694
	Iteration 13F: 3 clusters Score -1072231 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1072978.625000 Penalty: 880.848694
	Iteration 14F: 3 clusters Score -1072979 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1073730.625000 Penalty: 880.848694
	Iteration 15F: 3 clusters Score -1073731 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1074377.875000 Penalty: 880.848694
	Iteration 16Q: 3 clusters Score -1074378 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1074745.875000 Penalty: 880.848694
	Iteration 17Q: 3 clusters Score -1074746 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -1074890.375000 Penalty: 880.848694
	Iteration 18Q: 3 clusters Score -1074890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1074935.250000 Penalty: 880.848694
	Iteration 19Q: 3 clusters Score -1074935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1074966.000000 Penalty: 880.848694
	Iteration 20F: 3 clusters Score -1074966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1074983.750000 Penalty: 880.848694
	Iteration 21Q: 3 clusters Score -1074984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1074983.750000 Penalty: 880.848694
	Iteration 22F: 3 clusters Score -1074984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (80969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80969 members 
Entering Unmasked Estep 
Score: -5352182.500000 Penalty: 514.232910
	Iteration 0F: 2 clusters Score -5352182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -5298433.500000 Penalty: 1028.465820
	Iteration 0F: 3 clusters Score -5298434 nChanged 39681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -5329002.500000 Penalty: 1028.465820
	Iteration 1F: 3 clusters Score -5329002 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -5339108.500000 Penalty: 1028.465820
	Iteration 2F: 3 clusters Score -5339108 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -5346682.000000 Penalty: 1028.465820
	Iteration 3F: 3 clusters Score -5346682 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -5349079.500000 Penalty: 1028.465820
	Iteration 4Q: 3 clusters Score -5349080 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -5350321.500000 Penalty: 1028.465820
	Iteration 5Q: 3 clusters Score -5350322 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -5350980.500000 Penalty: 1028.465820
	Iteration 6Q: 3 clusters Score -5350980 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -5351321.000000 Penalty: 1028.465820
	Iteration 7Q: 3 clusters Score -5351321 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -5351400.000000 Penalty: 1028.465820
	Iteration 8Q: 3 clusters Score -5351400 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -5351240.000000 Penalty: 1028.465820
	Iteration 9Q: 3 clusters Score -5351240 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -5351194.000000 Penalty: 1028.465820
	Iteration 10Q: 3 clusters Score -5351194 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -5351153.000000 Penalty: 1028.465820
	Iteration 11Q: 3 clusters Score -5351153 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -5351072.000000 Penalty: 1028.465820
	Iteration 12Q: 3 clusters Score -5351072 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -5351177.500000 Penalty: 1028.465820
	Iteration 13Q: 3 clusters Score -5351178 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -5351217.500000 Penalty: 1028.465820
	Iteration 14Q: 3 clusters Score -5351218 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -5351221.500000 Penalty: 1028.465820
	Iteration 15Q: 3 clusters Score -5351222 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -5351226.000000 Penalty: 1028.465820
	Iteration 16Q: 3 clusters Score -5351226 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -5351235.000000 Penalty: 1028.465820
	Iteration 17Q: 3 clusters Score -5351235 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -5351281.000000 Penalty: 1028.465820
	Iteration 18Q: 3 clusters Score -5351281 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -5351250.500000 Penalty: 1028.465820
	Iteration 19Q: 3 clusters Score -5351250 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -5351272.500000 Penalty: 1028.465820
	Iteration 20F: 3 clusters Score -5351272 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -5351242.000000 Penalty: 1028.465820
	Iteration 21Q: 3 clusters Score -5351242 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -5351194.000000 Penalty: 1028.465820
	Iteration 22Q: 3 clusters Score -5351194 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -5351111.500000 Penalty: 1028.465820
	Iteration 23Q: 3 clusters Score -5351112 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -5351051.500000 Penalty: 1028.465820
	Iteration 24Q: 3 clusters Score -5351052 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -5351021.500000 Penalty: 1028.465820
	Iteration 25Q: 3 clusters Score -5351022 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -5351002.500000 Penalty: 1028.465820
	Iteration 26Q: 3 clusters Score -5351002 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -5350903.500000 Penalty: 1028.465820
	Iteration 27Q: 3 clusters Score -5350904 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57625 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -5350812.500000 Penalty: 1028.465820
	Iteration 28Q: 3 clusters Score -5350812 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -5350836.000000 Penalty: 1028.465820
	Iteration 29Q: 3 clusters Score -5350836 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -5350821.000000 Penalty: 1028.465820
	Iteration 30Q: 3 clusters Score -5350821 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -5350819.000000 Penalty: 1028.465820
	Iteration 31Q: 3 clusters Score -5350819 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -5350781.500000 Penalty: 1028.465820
	Iteration 32Q: 3 clusters Score -5350782 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -5350729.000000 Penalty: 1028.465820
	Iteration 33Q: 3 clusters Score -5350729 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60642 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -5350701.000000 Penalty: 1028.465820
	Iteration 34Q: 3 clusters Score -5350701 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -5350767.500000 Penalty: 1028.465820
	Iteration 35Q: 3 clusters Score -5350768 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -5350784.000000 Penalty: 1028.465820
	Iteration 36Q: 3 clusters Score -5350784 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -5350829.000000 Penalty: 1028.465820
	Iteration 37Q: 3 clusters Score -5350829 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -5350892.000000 Penalty: 1028.465820
	Iteration 38Q: 3 clusters Score -5350892 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63710 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -5350885.000000 Penalty: 1028.465820
	Iteration 39Q: 3 clusters Score -5350885 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64468 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -5350909.000000 Penalty: 1028.465820
	Iteration 40F: 3 clusters Score -5350909 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65155 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -5350937.000000 Penalty: 1028.465820
	Iteration 41Q: 3 clusters Score -5350937 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -5350945.500000 Penalty: 1028.465820
	Iteration 42Q: 3 clusters Score -5350946 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66255 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -5350958.000000 Penalty: 1028.465820
	Iteration 43Q: 3 clusters Score -5350958 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66778 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -5350927.000000 Penalty: 1028.465820
	Iteration 44Q: 3 clusters Score -5350927 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67211 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -5350930.500000 Penalty: 1028.465820
	Iteration 45Q: 3 clusters Score -5350930 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67585 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -5350922.500000 Penalty: 1028.465820
	Iteration 46Q: 3 clusters Score -5350922 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -5350912.000000 Penalty: 1028.465820
	Iteration 47Q: 3 clusters Score -5350912 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68140 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -5350950.000000 Penalty: 1028.465820
	Iteration 48Q: 3 clusters Score -5350950 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -5350952.000000 Penalty: 1028.465820
	Iteration 49Q: 3 clusters Score -5350952 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -5350972.500000 Penalty: 1028.465820
	Iteration 50Q: 3 clusters Score -5350972 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68966 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -5350965.000000 Penalty: 1028.465820
	Iteration 51Q: 3 clusters Score -5350965 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69146 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -5350967.500000 Penalty: 1028.465820
	Iteration 52Q: 3 clusters Score -5350968 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69272 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -5350977.500000 Penalty: 1028.465820
	Iteration 53Q: 3 clusters Score -5350978 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69444 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -5351003.500000 Penalty: 1028.465820
	Iteration 54Q: 3 clusters Score -5351004 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -5350964.500000 Penalty: 1028.465820
	Iteration 55Q: 3 clusters Score -5350964 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69720 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -5350986.500000 Penalty: 1028.465820
	Iteration 56Q: 3 clusters Score -5350986 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69785 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -5350964.500000 Penalty: 1028.465820
	Iteration 57Q: 3 clusters Score -5350964 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69850 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -5350929.000000 Penalty: 1028.465820
	Iteration 58Q: 3 clusters Score -5350929 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69940 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -5350891.500000 Penalty: 1028.465820
	Iteration 59Q: 3 clusters Score -5350892 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69991 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -5350872.000000 Penalty: 1028.465820
	Iteration 60F: 3 clusters Score -5350872 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -5350841.500000 Penalty: 1028.465820
	Iteration 61Q: 3 clusters Score -5350842 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -5350824.500000 Penalty: 1028.465820
	Iteration 62Q: 3 clusters Score -5350824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -5350821.500000 Penalty: 1028.465820
	Iteration 63Q: 3 clusters Score -5350822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -5350821.000000 Penalty: 1028.465820
	Iteration 64Q: 3 clusters Score -5350821 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70209 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -5350809.000000 Penalty: 1028.465820
	Iteration 65Q: 3 clusters Score -5350809 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -5350796.500000 Penalty: 1028.465820
	Iteration 66Q: 3 clusters Score -5350796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70290 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -5350781.500000 Penalty: 1028.465820
	Iteration 67Q: 3 clusters Score -5350782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -5350777.000000 Penalty: 1028.465820
	Iteration 68Q: 3 clusters Score -5350777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70292 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -5350777.000000 Penalty: 1028.465820
	Iteration 69Q: 3 clusters Score -5350777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70289 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -5350789.000000 Penalty: 1028.465820
	Iteration 70Q: 3 clusters Score -5350789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70289 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -5350785.000000 Penalty: 1028.465820
	Iteration 71Q: 3 clusters Score -5350785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70290 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -5350788.500000 Penalty: 1028.465820
	Iteration 72Q: 3 clusters Score -5350788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70309 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -5350779.000000 Penalty: 1028.465820
	Iteration 73Q: 3 clusters Score -5350779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70301 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -5350777.000000 Penalty: 1028.465820
	Iteration 74Q: 3 clusters Score -5350777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70303 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -5350780.500000 Penalty: 1028.465820
	Iteration 75Q: 3 clusters Score -5350780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -5350785.500000 Penalty: 1028.465820
	Iteration 76Q: 3 clusters Score -5350786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70306 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -5350779.500000 Penalty: 1028.465820
	Iteration 77Q: 3 clusters Score -5350780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70306 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -5350779.500000 Penalty: 1028.465820
	Iteration 78F: 3 clusters Score -5350780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -778497.062500 Penalty: 427.065582
	Iteration 0F: 2 clusters Score -778497.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -770539.750000 Penalty: 854.131165
	Iteration 0F: 3 clusters Score -770539.8 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -773721.125000 Penalty: 854.131165
	Iteration 1F: 3 clusters Score -773721.1 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -773988.937500 Penalty: 854.131165
	Iteration 2F: 3 clusters Score -773988.9 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -774401.562500 Penalty: 854.131165
	Iteration 3F: 3 clusters Score -774401.6 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -775020.437500 Penalty: 854.131165
	Iteration 4F: 3 clusters Score -775020.4 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -775820.250000 Penalty: 854.131165
	Iteration 5F: 3 clusters Score -775820.2 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -776660.187500 Penalty: 854.131165
	Iteration 6F: 3 clusters Score -776660.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -777296.750000 Penalty: 854.131165
	Iteration 7F: 3 clusters Score -777296.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -777675.687500 Penalty: 854.131165
	Iteration 8Q: 3 clusters Score -777675.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -777875.500000 Penalty: 854.131165
	Iteration 9Q: 3 clusters Score -777875.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -777987.625000 Penalty: 854.131165
	Iteration 10Q: 3 clusters Score -777987.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -778045.687500 Penalty: 854.131165
	Iteration 11Q: 3 clusters Score -778045.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -778084.625000 Penalty: 854.131165
	Iteration 12Q: 3 clusters Score -778084.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -778107.312500 Penalty: 854.131165
	Iteration 13Q: 3 clusters Score -778107.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -778116.375000 Penalty: 854.131165
	Iteration 14Q: 3 clusters Score -778116.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -778116.750000 Penalty: 854.131165
	Iteration 15Q: 3 clusters Score -778116.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -778117.375000 Penalty: 854.131165
	Iteration 16Q: 3 clusters Score -778117.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -778120.500000 Penalty: 854.131165
	Iteration 17Q: 3 clusters Score -778120.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -778120.500000 Penalty: 854.131165
	Iteration 18F: 3 clusters Score -778120.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27295 members 
Mstep: Class 11 contains 3294 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38847 members 
Mstep: Class 14 contains 68407 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20426 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 8156 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79729 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 77739 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4160 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38703 members 
Mstep: Class 30 contains 4574 members 
Mstep: Class 31 contains 41006 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17419 members 
Mstep: Class 35 contains 15989 members 
Mstep: Class 36 contains 80969 members 
Mstep: Class 37 contains 11921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875132.000000 Penalty: 21737.548828
Iteration 439Q: 37 clusters Score -3.587513e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27362 members 
Mstep: Class 11 contains 3287 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38836 members 
Mstep: Class 14 contains 68406 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 8165 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79752 members 
Mstep: Class 21 contains 9795 members 
Mstep: Class 22 contains 77727 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4163 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38705 members 
Mstep: Class 30 contains 4570 members 
Mstep: Class 31 contains 40958 members 
Mstep: Class 32 contains 1509 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17451 members 
Mstep: Class 35 contains 15903 members 
Mstep: Class 36 contains 80992 members 
Mstep: Class 37 contains 11963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875120.000000 Penalty: 21737.548828
Iteration 440F: 37 clusters Score -3.587512e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27414 members 
Mstep: Class 11 contains 3284 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38830 members 
Mstep: Class 14 contains 68404 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20429 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 8161 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79760 members 
Mstep: Class 21 contains 9768 members 
Mstep: Class 22 contains 77695 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4165 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38695 members 
Mstep: Class 30 contains 4572 members 
Mstep: Class 31 contains 40914 members 
Mstep: Class 32 contains 1513 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17476 members 
Mstep: Class 35 contains 15844 members 
Mstep: Class 36 contains 81052 members 
Mstep: Class 37 contains 11996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875056.000000 Penalty: 21737.548828
Iteration 441Q: 37 clusters Score -3.587506e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27462 members 
Mstep: Class 11 contains 3274 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38828 members 
Mstep: Class 14 contains 68407 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20429 members 
Mstep: Class 17 contains 1131 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79785 members 
Mstep: Class 21 contains 9743 members 
Mstep: Class 22 contains 77666 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4170 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38705 members 
Mstep: Class 30 contains 4571 members 
Mstep: Class 31 contains 40857 members 
Mstep: Class 32 contains 1515 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17527 members 
Mstep: Class 35 contains 15718 members 
Mstep: Class 36 contains 81072 members 
Mstep: Class 37 contains 12042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875052.000000 Penalty: 21737.548828
Iteration 442Q: 37 clusters Score -3.587505e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27507 members 
Mstep: Class 11 contains 3248 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38830 members 
Mstep: Class 14 contains 68408 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20429 members 
Mstep: Class 17 contains 1131 members 
Mstep: Class 18 contains 8221 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79851 members 
Mstep: Class 21 contains 9723 members 
Mstep: Class 22 contains 77654 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38708 members 
Mstep: Class 30 contains 4569 members 
Mstep: Class 31 contains 40797 members 
Mstep: Class 32 contains 1518 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17576 members 
Mstep: Class 35 contains 15630 members 
Mstep: Class 36 contains 81039 members 
Mstep: Class 37 contains 12095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875024.000000 Penalty: 21737.548828
Iteration 443Q: 37 clusters Score -3.587502e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27539 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38830 members 
Mstep: Class 14 contains 68408 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20429 members 
Mstep: Class 17 contains 1130 members 
Mstep: Class 18 contains 8261 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79864 members 
Mstep: Class 21 contains 9706 members 
Mstep: Class 22 contains 77654 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4172 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38695 members 
Mstep: Class 30 contains 4569 members 
Mstep: Class 31 contains 40744 members 
Mstep: Class 32 contains 1520 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17601 members 
Mstep: Class 35 contains 15551 members 
Mstep: Class 36 contains 81030 members 
Mstep: Class 37 contains 12150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874992.000000 Penalty: 21737.548828
Iteration 444Q: 37 clusters Score -3.587499e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27567 members 
Mstep: Class 11 contains 3245 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38830 members 
Mstep: Class 14 contains 68408 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20429 members 
Mstep: Class 17 contains 1130 members 
Mstep: Class 18 contains 8275 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79880 members 
Mstep: Class 21 contains 9692 members 
Mstep: Class 22 contains 77663 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4170 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38688 members 
Mstep: Class 30 contains 4568 members 
Mstep: Class 31 contains 40680 members 
Mstep: Class 32 contains 1523 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17634 members 
Mstep: Class 35 contains 15486 members 
Mstep: Class 36 contains 81027 members 
Mstep: Class 37 contains 12210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875000.000000 Penalty: 21737.548828
Iteration 445Q: 37 clusters Score -3.5875e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27590 members 
Mstep: Class 11 contains 3220 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38821 members 
Mstep: Class 14 contains 68407 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20429 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 8286 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79910 members 
Mstep: Class 21 contains 9682 members 
Mstep: Class 22 contains 77658 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38701 members 
Mstep: Class 30 contains 4569 members 
Mstep: Class 31 contains 40613 members 
Mstep: Class 32 contains 1525 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17666 members 
Mstep: Class 35 contains 15442 members 
Mstep: Class 36 contains 81021 members 
Mstep: Class 37 contains 12265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875044.000000 Penalty: 21737.548828
Iteration 446Q: 37 clusters Score -3.587504e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27615 members 
Mstep: Class 11 contains 3192 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38821 members 
Mstep: Class 14 contains 68408 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20429 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 8291 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79969 members 
Mstep: Class 21 contains 9675 members 
Mstep: Class 22 contains 77657 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4172 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38708 members 
Mstep: Class 30 contains 4569 members 
Mstep: Class 31 contains 40556 members 
Mstep: Class 32 contains 1528 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17685 members 
Mstep: Class 35 contains 15404 members 
Mstep: Class 36 contains 80983 members 
Mstep: Class 37 contains 12315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875016.000000 Penalty: 21737.548828
Iteration 447Q: 37 clusters Score -3.587502e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27637 members 
Mstep: Class 11 contains 3186 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38815 members 
Mstep: Class 14 contains 68407 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20429 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 8282 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79981 members 
Mstep: Class 21 contains 9667 members 
Mstep: Class 22 contains 77664 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4173 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38704 members 
Mstep: Class 30 contains 4570 members 
Mstep: Class 31 contains 40500 members 
Mstep: Class 32 contains 1530 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17692 members 
Mstep: Class 35 contains 15395 members 
Mstep: Class 36 contains 80969 members 
Mstep: Class 37 contains 12376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875008.000000 Penalty: 21737.548828
Iteration 448Q: 37 clusters Score -3.587501e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27654 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38806 members 
Mstep: Class 14 contains 68408 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20429 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 8299 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80003 members 
Mstep: Class 21 contains 9663 members 
Mstep: Class 22 contains 77655 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4173 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38702 members 
Mstep: Class 30 contains 4571 members 
Mstep: Class 31 contains 40446 members 
Mstep: Class 32 contains 1531 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17693 members 
Mstep: Class 35 contains 15381 members 
Mstep: Class 36 contains 80959 members 
Mstep: Class 37 contains 12431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874924.000000 Penalty: 21737.548828
Iteration 449Q: 37 clusters Score -3.587492e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27670 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38804 members 
Mstep: Class 14 contains 68408 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20429 members 
Mstep: Class 17 contains 1130 members 
Mstep: Class 18 contains 8313 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79999 members 
Mstep: Class 21 contains 9657 members 
Mstep: Class 22 contains 77635 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4186 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38702 members 
Mstep: Class 30 contains 4572 members 
Mstep: Class 31 contains 40393 members 
Mstep: Class 32 contains 1532 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17706 members 
Mstep: Class 35 contains 15364 members 
Mstep: Class 36 contains 80959 members 
Mstep: Class 37 contains 12473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874916.000000 Penalty: 21737.548828
Iteration 450Q: 37 clusters Score -3.587492e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27693 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38805 members 
Mstep: Class 14 contains 68407 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20429 members 
Mstep: Class 17 contains 1130 members 
Mstep: Class 18 contains 8317 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80008 members 
Mstep: Class 21 contains 9648 members 
Mstep: Class 22 contains 77618 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4194 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38694 members 
Mstep: Class 30 contains 4573 members 
Mstep: Class 31 contains 40342 members 
Mstep: Class 32 contains 1534 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17713 members 
Mstep: Class 35 contains 15365 members 
Mstep: Class 36 contains 80955 members 
Mstep: Class 37 contains 12513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874880.000000 Penalty: 21737.548828
Iteration 451Q: 37 clusters Score -3.587488e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27708 members 
Mstep: Class 11 contains 3147 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38801 members 
Mstep: Class 14 contains 68406 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20429 members 
Mstep: Class 17 contains 1131 members 
Mstep: Class 18 contains 8331 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80020 members 
Mstep: Class 21 contains 9644 members 
Mstep: Class 22 contains 77595 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4200 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38697 members 
Mstep: Class 30 contains 4572 members 
Mstep: Class 31 contains 40275 members 
Mstep: Class 32 contains 1534 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17715 members 
Mstep: Class 35 contains 15375 members 
Mstep: Class 36 contains 80951 members 
Mstep: Class 37 contains 12574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874952.000000 Penalty: 21737.548828
Iteration 452Q: 37 clusters Score -3.587495e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27725 members 
Mstep: Class 11 contains 3150 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38791 members 
Mstep: Class 14 contains 68405 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20429 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 18 contains 8370 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 80011 members 
Mstep: Class 21 contains 9635 members 
Mstep: Class 22 contains 77560 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4202 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38696 members 
Mstep: Class 30 contains 4572 members 
Mstep: Class 31 contains 40230 members 
Mstep: Class 32 contains 1537 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17723 members 
Mstep: Class 35 contains 15377 members 
Mstep: Class 36 contains 80938 members 
Mstep: Class 37 contains 12622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874912.000000 Penalty: 21737.548828
Iteration 453Q: 37 clusters Score -3.587491e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27728 members 
Mstep: Class 11 contains 3158 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38784 members 
Mstep: Class 14 contains 68403 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20429 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 18 contains 8396 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79992 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 77546 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4206 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38698 members 
Mstep: Class 30 contains 4571 members 
Mstep: Class 31 contains 40175 members 
Mstep: Class 32 contains 1541 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17750 members 
Mstep: Class 35 contains 15390 members 
Mstep: Class 36 contains 80920 members 
Mstep: Class 37 contains 12669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874876.000000 Penalty: 21737.548828
Iteration 454Q: 37 clusters Score -3.587488e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27733 members 
Mstep: Class 11 contains 3159 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38770 members 
Mstep: Class 14 contains 68399 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20429 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 18 contains 8428 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79978 members 
Mstep: Class 21 contains 9598 members 
Mstep: Class 22 contains 77583 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4213 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38702 members 
Mstep: Class 30 contains 4570 members 
Mstep: Class 31 contains 40127 members 
Mstep: Class 32 contains 1545 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17788 members 
Mstep: Class 35 contains 15386 members 
Mstep: Class 36 contains 80853 members 
Mstep: Class 37 contains 12712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874860.000000 Penalty: 21737.548828
Iteration 455Q: 37 clusters Score -3.587486e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27742 members 
Mstep: Class 11 contains 3123 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38760 members 
Mstep: Class 14 contains 68398 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20429 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 18 contains 8465 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79979 members 
Mstep: Class 21 contains 9587 members 
Mstep: Class 22 contains 77639 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4218 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38723 members 
Mstep: Class 30 contains 4568 members 
Mstep: Class 31 contains 40069 members 
Mstep: Class 32 contains 1545 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17824 members 
Mstep: Class 35 contains 15369 members 
Mstep: Class 36 contains 80772 members 
Mstep: Class 37 contains 12763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874788.000000 Penalty: 21737.548828
Iteration 456Q: 37 clusters Score -3.587479e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27749 members 
Mstep: Class 11 contains 3122 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38755 members 
Mstep: Class 14 contains 68396 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20429 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 8472 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79929 members 
Mstep: Class 21 contains 9575 members 
Mstep: Class 22 contains 77759 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4218 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38730 members 
Mstep: Class 30 contains 4569 members 
Mstep: Class 31 contains 40012 members 
Mstep: Class 32 contains 1547 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17847 members 
Mstep: Class 35 contains 15364 members 
Mstep: Class 36 contains 80685 members 
Mstep: Class 37 contains 12814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874916.000000 Penalty: 21737.548828
Iteration 457Q: 37 clusters Score -3.587492e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27763 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38750 members 
Mstep: Class 14 contains 68396 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20429 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 8460 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79850 members 
Mstep: Class 21 contains 9561 members 
Mstep: Class 22 contains 77833 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4220 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38739 members 
Mstep: Class 30 contains 4568 members 
Mstep: Class 31 contains 39931 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17869 members 
Mstep: Class 35 contains 15354 members 
Mstep: Class 36 contains 80690 members 
Mstep: Class 37 contains 12876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874964.000000 Penalty: 21737.548828
Iteration 458Q: 37 clusters Score -3.587496e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27765 members 
Mstep: Class 11 contains 3119 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38748 members 
Mstep: Class 14 contains 68396 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20429 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 8458 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79770 members 
Mstep: Class 21 contains 9544 members 
Mstep: Class 22 contains 77848 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4223 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38741 members 
Mstep: Class 30 contains 4568 members 
Mstep: Class 31 contains 39864 members 
Mstep: Class 32 contains 1552 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17912 members 
Mstep: Class 35 contains 15323 members 
Mstep: Class 36 contains 80773 members 
Mstep: Class 37 contains 12935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874948.000000 Penalty: 21737.548828
Iteration 459Q: 37 clusters Score -3.587495e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27758 members 
Mstep: Class 11 contains 3083 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38747 members 
Mstep: Class 14 contains 68396 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 8437 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79713 members 
Mstep: Class 21 contains 9534 members 
Mstep: Class 22 contains 77827 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4227 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38755 members 
Mstep: Class 30 contains 4569 members 
Mstep: Class 31 contains 39804 members 
Mstep: Class 32 contains 1554 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 17957 members 
Mstep: Class 35 contains 15311 members 
Mstep: Class 36 contains 80881 members 
Mstep: Class 37 contains 12986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874860.000000 Penalty: 21737.548828
Iteration 460F: 37 clusters Score -3.587486e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27757 members 
Mstep: Class 11 contains 3080 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38754 members 
Mstep: Class 14 contains 68396 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 8450 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79720 members 
Mstep: Class 21 contains 9518 members 
Mstep: Class 22 contains 77770 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4232 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38749 members 
Mstep: Class 30 contains 4570 members 
Mstep: Class 31 contains 39728 members 
Mstep: Class 32 contains 1556 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18011 members 
Mstep: Class 35 contains 15272 members 
Mstep: Class 36 contains 80925 members 
Mstep: Class 37 contains 13050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874876.000000 Penalty: 21737.548828
Iteration 461Q: 37 clusters Score -3.587488e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27745 members 
Mstep: Class 11 contains 3076 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38761 members 
Mstep: Class 14 contains 68395 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 8447 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79742 members 
Mstep: Class 21 contains 9506 members 
Mstep: Class 22 contains 77728 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4241 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38744 members 
Mstep: Class 30 contains 4571 members 
Mstep: Class 31 contains 39666 members 
Mstep: Class 32 contains 1559 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18068 members 
Mstep: Class 35 contains 15240 members 
Mstep: Class 36 contains 80953 members 
Mstep: Class 37 contains 13096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874824.000000 Penalty: 21737.548828
Iteration 462Q: 37 clusters Score -3.587482e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27747 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38765 members 
Mstep: Class 14 contains 68395 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 8458 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79747 members 
Mstep: Class 21 contains 9492 members 
Mstep: Class 22 contains 77698 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4246 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38727 members 
Mstep: Class 30 contains 4570 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 1561 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18120 members 
Mstep: Class 35 contains 15217 members 
Mstep: Class 36 contains 80946 members 
Mstep: Class 37 contains 13133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874828.000000 Penalty: 21737.548828
Iteration 463Q: 37 clusters Score -3.587483e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27754 members 
Mstep: Class 11 contains 3084 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38765 members 
Mstep: Class 14 contains 68395 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 8470 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79757 members 
Mstep: Class 21 contains 9479 members 
Mstep: Class 22 contains 77692 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4252 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38730 members 
Mstep: Class 30 contains 4571 members 
Mstep: Class 31 contains 39557 members 
Mstep: Class 32 contains 1562 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18163 members 
Mstep: Class 35 contains 15194 members 
Mstep: Class 36 contains 80926 members 
Mstep: Class 37 contains 13188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874812.000000 Penalty: 21737.548828
Iteration 464Q: 37 clusters Score -3.587481e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27770 members 
Mstep: Class 11 contains 3070 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38768 members 
Mstep: Class 14 contains 68395 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 8479 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79778 members 
Mstep: Class 21 contains 9468 members 
Mstep: Class 22 contains 77705 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4259 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38731 members 
Mstep: Class 30 contains 4571 members 
Mstep: Class 31 contains 39488 members 
Mstep: Class 32 contains 1562 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18179 members 
Mstep: Class 35 contains 15189 members 
Mstep: Class 36 contains 80877 members 
Mstep: Class 37 contains 13250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874816.000000 Penalty: 21737.548828
Iteration 465Q: 37 clusters Score -3.587482e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3933 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27785 members 
Mstep: Class 11 contains 3069 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38765 members 
Mstep: Class 14 contains 68395 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 8473 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79761 members 
Mstep: Class 21 contains 9461 members 
Mstep: Class 22 contains 77744 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4267 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38728 members 
Mstep: Class 30 contains 4570 members 
Mstep: Class 31 contains 39413 members 
Mstep: Class 32 contains 1562 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18199 members 
Mstep: Class 35 contains 15176 members 
Mstep: Class 36 contains 80847 members 
Mstep: Class 37 contains 13323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874800.000000 Penalty: 21737.548828
Iteration 466Q: 37 clusters Score -3.58748e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3935 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27793 members 
Mstep: Class 11 contains 3034 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38770 members 
Mstep: Class 14 contains 68394 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 8458 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79772 members 
Mstep: Class 21 contains 9450 members 
Mstep: Class 22 contains 77745 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4272 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38735 members 
Mstep: Class 30 contains 4570 members 
Mstep: Class 31 contains 39322 members 
Mstep: Class 32 contains 1564 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18236 members 
Mstep: Class 35 contains 15160 members 
Mstep: Class 36 contains 80858 members 
Mstep: Class 37 contains 13403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874856.000000 Penalty: 21737.548828
Iteration 467Q: 37 clusters Score -3.587486e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3936 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27808 members 
Mstep: Class 11 contains 2989 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38771 members 
Mstep: Class 14 contains 68393 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 8441 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79793 members 
Mstep: Class 21 contains 9443 members 
Mstep: Class 22 contains 77779 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4279 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38733 members 
Mstep: Class 30 contains 4571 members 
Mstep: Class 31 contains 39225 members 
Mstep: Class 32 contains 1566 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18268 members 
Mstep: Class 35 contains 15130 members 
Mstep: Class 36 contains 80854 members 
Mstep: Class 37 contains 13494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874864.000000 Penalty: 21737.548828
Iteration 468Q: 37 clusters Score -3.587486e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27835 members 
Mstep: Class 11 contains 2971 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38771 members 
Mstep: Class 14 contains 68392 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 8438 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79784 members 
Mstep: Class 21 contains 9440 members 
Mstep: Class 22 contains 77778 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4286 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38733 members 
Mstep: Class 30 contains 4571 members 
Mstep: Class 31 contains 39127 members 
Mstep: Class 32 contains 1567 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18270 members 
Mstep: Class 35 contains 15107 members 
Mstep: Class 36 contains 80886 members 
Mstep: Class 37 contains 13580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874800.000000 Penalty: 21737.548828
Iteration 469Q: 37 clusters Score -3.58748e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27866 members 
Mstep: Class 11 contains 2996 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38768 members 
Mstep: Class 14 contains 68392 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 8452 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79763 members 
Mstep: Class 21 contains 9435 members 
Mstep: Class 22 contains 77742 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4294 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38729 members 
Mstep: Class 30 contains 4570 members 
Mstep: Class 31 contains 39041 members 
Mstep: Class 32 contains 1567 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18262 members 
Mstep: Class 35 contains 15088 members 
Mstep: Class 36 contains 80920 members 
Mstep: Class 37 contains 13651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874852.000000 Penalty: 21737.548828
Iteration 470Q: 37 clusters Score -3.587485e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27903 members 
Mstep: Class 11 contains 2983 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38758 members 
Mstep: Class 14 contains 68394 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 8455 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79787 members 
Mstep: Class 21 contains 9425 members 
Mstep: Class 22 contains 77755 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4300 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38739 members 
Mstep: Class 30 contains 4569 members 
Mstep: Class 31 contains 38955 members 
Mstep: Class 32 contains 1568 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18245 members 
Mstep: Class 35 contains 15078 members 
Mstep: Class 36 contains 80902 members 
Mstep: Class 37 contains 13719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874856.000000 Penalty: 21737.548828
Iteration 471Q: 37 clusters Score -3.587486e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27927 members 
Mstep: Class 11 contains 2951 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38752 members 
Mstep: Class 14 contains 68394 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 8487 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79787 members 
Mstep: Class 21 contains 9415 members 
Mstep: Class 22 contains 77729 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4305 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38755 members 
Mstep: Class 30 contains 4569 members 
Mstep: Class 31 contains 38863 members 
Mstep: Class 32 contains 1568 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18247 members 
Mstep: Class 35 contains 15057 members 
Mstep: Class 36 contains 80938 members 
Mstep: Class 37 contains 13791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874724.000000 Penalty: 21737.548828
Iteration 472Q: 37 clusters Score -3.587472e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27947 members 
Mstep: Class 11 contains 2934 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38748 members 
Mstep: Class 14 contains 68394 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 8499 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79806 members 
Mstep: Class 21 contains 9404 members 
Mstep: Class 22 contains 77718 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4312 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38771 members 
Mstep: Class 30 contains 4569 members 
Mstep: Class 31 contains 38767 members 
Mstep: Class 32 contains 1568 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18249 members 
Mstep: Class 35 contains 15045 members 
Mstep: Class 36 contains 80938 members 
Mstep: Class 37 contains 13867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874736.000000 Penalty: 21737.548828
Iteration 473Q: 37 clusters Score -3.587474e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27966 members 
Mstep: Class 11 contains 2913 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38744 members 
Mstep: Class 14 contains 68393 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 8515 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79813 members 
Mstep: Class 21 contains 9394 members 
Mstep: Class 22 contains 77706 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4320 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38787 members 
Mstep: Class 30 contains 4569 members 
Mstep: Class 31 contains 38671 members 
Mstep: Class 32 contains 1568 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18264 members 
Mstep: Class 35 contains 15022 members 
Mstep: Class 36 contains 80946 members 
Mstep: Class 37 contains 13945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874716.000000 Penalty: 21737.548828
Iteration 474Q: 37 clusters Score -3.587472e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 27993 members 
Mstep: Class 11 contains 2897 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38745 members 
Mstep: Class 14 contains 68393 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 8520 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79816 members 
Mstep: Class 21 contains 9380 members 
Mstep: Class 22 contains 77708 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4327 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38806 members 
Mstep: Class 30 contains 4569 members 
Mstep: Class 31 contains 38584 members 
Mstep: Class 32 contains 1569 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18264 members 
Mstep: Class 35 contains 15010 members 
Mstep: Class 36 contains 80940 members 
Mstep: Class 37 contains 14015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874680.000000 Penalty: 21737.548828
Iteration 475Q: 37 clusters Score -3.587468e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 28023 members 
Mstep: Class 11 contains 2888 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38745 members 
Mstep: Class 14 contains 68393 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 8551 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79818 members 
Mstep: Class 21 contains 9371 members 
Mstep: Class 22 contains 77690 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4335 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38823 members 
Mstep: Class 30 contains 4568 members 
Mstep: Class 31 contains 38487 members 
Mstep: Class 32 contains 1571 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18260 members 
Mstep: Class 35 contains 14992 members 
Mstep: Class 36 contains 80938 members 
Mstep: Class 37 contains 14084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874696.000000 Penalty: 21737.548828
Iteration 476Q: 37 clusters Score -3.58747e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 28037 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38741 members 
Mstep: Class 14 contains 68392 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 8545 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79819 members 
Mstep: Class 21 contains 9358 members 
Mstep: Class 22 contains 77702 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4343 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38866 members 
Mstep: Class 30 contains 4568 members 
Mstep: Class 31 contains 38406 members 
Mstep: Class 32 contains 1573 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18275 members 
Mstep: Class 35 contains 14979 members 
Mstep: Class 36 contains 80944 members 
Mstep: Class 37 contains 14136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874736.000000 Penalty: 21737.548828
Iteration 477Q: 37 clusters Score -3.587474e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 28052 members 
Mstep: Class 11 contains 2834 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38745 members 
Mstep: Class 14 contains 68391 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 18 contains 8524 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79827 members 
Mstep: Class 21 contains 9347 members 
Mstep: Class 22 contains 77715 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4356 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38896 members 
Mstep: Class 30 contains 4567 members 
Mstep: Class 31 contains 38330 members 
Mstep: Class 32 contains 1574 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18280 members 
Mstep: Class 35 contains 14982 members 
Mstep: Class 36 contains 80947 members 
Mstep: Class 37 contains 14173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874772.000000 Penalty: 21737.548828
Iteration 478Q: 37 clusters Score -3.587477e+07 nChanged 181
Entering ConstructFrom: 
Score: -35874772.000000 Penalty: 21737.548828
Entering ConstructFrom: 
Trying to split cluster 1 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -74157.000000 Penalty: 320.780579
	Iteration 0F: 2 clusters Score -74157 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 574 members 
Entering Unmasked Estep 
Score: -73240.468750 Penalty: 641.561157
	Iteration 0F: 3 clusters Score -73240.47 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -73512.828125 Penalty: 641.561157
	Iteration 1F: 3 clusters Score -73512.83 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -73582.273438 Penalty: 641.561157
	Iteration 2F: 3 clusters Score -73582.27 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -73629.531250 Penalty: 641.561157
	Iteration 3F: 3 clusters Score -73629.53 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -73668.359375 Penalty: 641.561157
	Iteration 4Q: 3 clusters Score -73668.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -73697.226562 Penalty: 641.561157
	Iteration 5Q: 3 clusters Score -73697.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -73718.351562 Penalty: 641.561157
	Iteration 6Q: 3 clusters Score -73718.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -73740.414062 Penalty: 641.561157
	Iteration 7Q: 3 clusters Score -73740.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -73757.195312 Penalty: 641.561157
	Iteration 8Q: 3 clusters Score -73757.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -73771.328125 Penalty: 641.561157
	Iteration 9Q: 3 clusters Score -73771.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -73778.695312 Penalty: 641.561157
	Iteration 10Q: 3 clusters Score -73778.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -73785.078125 Penalty: 641.561157
	Iteration 11Q: 3 clusters Score -73785.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -73792.289062 Penalty: 641.561157
	Iteration 12Q: 3 clusters Score -73792.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -73799.250000 Penalty: 641.561157
	Iteration 13Q: 3 clusters Score -73799.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -73803.929688 Penalty: 641.561157
	Iteration 14Q: 3 clusters Score -73803.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -73809.929688 Penalty: 641.561157
	Iteration 15Q: 3 clusters Score -73809.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -73812.554688 Penalty: 641.561157
	Iteration 16Q: 3 clusters Score -73812.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -73817.273438 Penalty: 641.561157
	Iteration 17Q: 3 clusters Score -73817.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -73820.320312 Penalty: 641.561157
	Iteration 18Q: 3 clusters Score -73820.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -73823.054688 Penalty: 641.561157
	Iteration 19Q: 3 clusters Score -73823.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -73825.656250 Penalty: 641.561157
	Iteration 20F: 3 clusters Score -73825.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73827.648438 Penalty: 641.561157
	Iteration 21Q: 3 clusters Score -73827.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -73829.007812 Penalty: 641.561157
	Iteration 22Q: 3 clusters Score -73829.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73830.421875 Penalty: 641.561157
	Iteration 23Q: 3 clusters Score -73830.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -73830.796875 Penalty: 641.561157
	Iteration 24Q: 3 clusters Score -73830.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -73830.796875 Penalty: 641.561157
	Iteration 25F: 3 clusters Score -73830.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -39295.179688 Penalty: 299.858704
	Iteration 0F: 2 clusters Score -39295.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -38666.105469 Penalty: 599.717407
	Iteration 0F: 3 clusters Score -38666.11 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -38888.277344 Penalty: 599.717407
	Iteration 1F: 3 clusters Score -38888.28 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -38938.648438 Penalty: 599.717407
	Iteration 2F: 3 clusters Score -38938.65 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -38977.554688 Penalty: 599.717407
	Iteration 3F: 3 clusters Score -38977.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -39018.628906 Penalty: 599.717407
	Iteration 4Q: 3 clusters Score -39018.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -39048.816406 Penalty: 599.717407
	Iteration 5Q: 3 clusters Score -39048.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39066.152344 Penalty: 599.717407
	Iteration 6Q: 3 clusters Score -39066.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -39084.335938 Penalty: 599.717407
	Iteration 7Q: 3 clusters Score -39084.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -39101.324219 Penalty: 599.717407
	Iteration 8Q: 3 clusters Score -39101.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -39120.894531 Penalty: 599.717407
	Iteration 9Q: 3 clusters Score -39120.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -39131.527344 Penalty: 599.717407
	Iteration 10Q: 3 clusters Score -39131.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -39142.636719 Penalty: 599.717407
	Iteration 11Q: 3 clusters Score -39142.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -39145.640625 Penalty: 599.717407
	Iteration 12Q: 3 clusters Score -39145.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -39146.640625 Penalty: 599.717407
	Iteration 13Q: 3 clusters Score -39146.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -39147.300781 Penalty: 599.717407
	Iteration 14Q: 3 clusters Score -39147.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -39147.390625 Penalty: 599.717407
	Iteration 15Q: 3 clusters Score -39147.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -39147.390625 Penalty: 599.717407
	Iteration 16F: 3 clusters Score -39147.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -6026.724609 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -6026.725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5842.038574 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -5842.039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5870.772949 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -5870.773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5877.235352 Penalty: 423.510376
	Iteration 2Q: 3 clusters Score -5877.235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5877.235352 Penalty: 423.510376
	Iteration 3F: 3 clusters Score -5877.235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -18102.992188 Penalty: 263.720612
	Iteration 0F: 2 clusters Score -18102.99 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 163 members 
Entering Unmasked Estep 
Score: -17714.832031 Penalty: 527.441223
	Iteration 0F: 3 clusters Score -17714.83 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17803.957031 Penalty: 527.441223
	Iteration 1F: 3 clusters Score -17803.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17826.685547 Penalty: 527.441223
	Iteration 2F: 3 clusters Score -17826.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17835.779297 Penalty: 527.441223
	Iteration 3Q: 3 clusters Score -17835.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17842.060547 Penalty: 527.441223
	Iteration 4Q: 3 clusters Score -17842.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17851.748047 Penalty: 527.441223
	Iteration 5Q: 3 clusters Score -17851.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17857.464844 Penalty: 527.441223
	Iteration 6Q: 3 clusters Score -17857.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17862.455078 Penalty: 527.441223
	Iteration 7Q: 3 clusters Score -17862.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17864.570312 Penalty: 527.441223
	Iteration 8Q: 3 clusters Score -17864.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17865.773438 Penalty: 527.441223
	Iteration 9Q: 3 clusters Score -17865.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17868.925781 Penalty: 527.441223
	Iteration 10Q: 3 clusters Score -17868.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17871.484375 Penalty: 527.441223
	Iteration 11Q: 3 clusters Score -17871.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17872.394531 Penalty: 527.441223
	Iteration 12Q: 3 clusters Score -17872.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17873.257812 Penalty: 527.441223
	Iteration 13Q: 3 clusters Score -17873.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17874.046875 Penalty: 527.441223
	Iteration 14Q: 3 clusters Score -17874.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17874.046875 Penalty: 527.441223
	Iteration 15F: 3 clusters Score -17874.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -96602.257812 Penalty: 333.174225
	Iteration 0F: 2 clusters Score -96602.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -95496.468750 Penalty: 666.348450
	Iteration 0F: 3 clusters Score -95496.47 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -95850.476562 Penalty: 666.348450
	Iteration 1F: 3 clusters Score -95850.48 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -95907.554688 Penalty: 666.348450
	Iteration 2F: 3 clusters Score -95907.55 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -95949.796875 Penalty: 666.348450
	Iteration 3F: 3 clusters Score -95949.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -95993.523438 Penalty: 666.348450
	Iteration 4Q: 3 clusters Score -95993.52 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -96035.546875 Penalty: 666.348450
	Iteration 5Q: 3 clusters Score -96035.55 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -96069.132812 Penalty: 666.348450
	Iteration 6Q: 3 clusters Score -96069.13 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -96104.117188 Penalty: 666.348450
	Iteration 7Q: 3 clusters Score -96104.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -96152.000000 Penalty: 666.348450
	Iteration 8Q: 3 clusters Score -96152 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -96194.382812 Penalty: 666.348450
	Iteration 9Q: 3 clusters Score -96194.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -96223.273438 Penalty: 666.348450
	Iteration 10Q: 3 clusters Score -96223.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -96243.460938 Penalty: 666.348450
	Iteration 11Q: 3 clusters Score -96243.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -96255.750000 Penalty: 666.348450
	Iteration 12Q: 3 clusters Score -96255.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -96270.476562 Penalty: 666.348450
	Iteration 13Q: 3 clusters Score -96270.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -96276.414062 Penalty: 666.348450
	Iteration 14Q: 3 clusters Score -96276.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -96282.929688 Penalty: 666.348450
	Iteration 15Q: 3 clusters Score -96282.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -96286.726562 Penalty: 666.348450
	Iteration 16Q: 3 clusters Score -96286.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -96292.304688 Penalty: 666.348450
	Iteration 17Q: 3 clusters Score -96292.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -96296.843750 Penalty: 666.348450
	Iteration 18Q: 3 clusters Score -96296.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -96300.671875 Penalty: 666.348450
	Iteration 19Q: 3 clusters Score -96300.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -96305.023438 Penalty: 666.348450
	Iteration 20F: 3 clusters Score -96305.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -96308.476562 Penalty: 666.348450
	Iteration 21Q: 3 clusters Score -96308.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -96311.039062 Penalty: 666.348450
	Iteration 22Q: 3 clusters Score -96311.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -96313.531250 Penalty: 666.348450
	Iteration 23Q: 3 clusters Score -96313.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -96315.078125 Penalty: 666.348450
	Iteration 24Q: 3 clusters Score -96315.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -96315.585938 Penalty: 666.348450
	Iteration 25Q: 3 clusters Score -96315.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -96316.312500 Penalty: 666.348450
	Iteration 26Q: 3 clusters Score -96316.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -96316.312500 Penalty: 666.348450
	Iteration 27F: 3 clusters Score -96316.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -20667.675781 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -20667.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20289.927734 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -20289.93 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20356.904297 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -20356.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20373.083984 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -20373.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20381.134766 Penalty: 532.550415
	Iteration 3Q: 3 clusters Score -20381.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20388.261719 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -20388.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20393.095703 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -20393.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20396.765625 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -20396.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20401.289062 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -20401.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20402.931641 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -20402.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20403.947266 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -20403.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20405.140625 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -20405.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20405.140625 Penalty: 532.550415
	Iteration 11F: 3 clusters Score -20405.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Entering Unmasked Estep 
Score: -224950.406250 Penalty: 376.656921
	Iteration 0F: 2 clusters Score -224950.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -222286.765625 Penalty: 753.313843
	Iteration 0F: 3 clusters Score -222286.8 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -223322.156250 Penalty: 753.313843
	Iteration 1F: 3 clusters Score -223322.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -223544.359375 Penalty: 753.313843
	Iteration 2F: 3 clusters Score -223544.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -223790.593750 Penalty: 753.313843
	Iteration 3F: 3 clusters Score -223790.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -224009.953125 Penalty: 753.313843
	Iteration 4F: 3 clusters Score -224010 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -224208.750000 Penalty: 753.313843
	Iteration 5F: 3 clusters Score -224208.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -224334.984375 Penalty: 753.313843
	Iteration 6F: 3 clusters Score -224335 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -224406.109375 Penalty: 753.313843
	Iteration 7Q: 3 clusters Score -224406.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -224452.500000 Penalty: 753.313843
	Iteration 8Q: 3 clusters Score -224452.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -224498.109375 Penalty: 753.313843
	Iteration 9Q: 3 clusters Score -224498.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -224540.343750 Penalty: 753.313843
	Iteration 10Q: 3 clusters Score -224540.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -224572.453125 Penalty: 753.313843
	Iteration 11Q: 3 clusters Score -224572.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -224597.312500 Penalty: 753.313843
	Iteration 12Q: 3 clusters Score -224597.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -224616.578125 Penalty: 753.313843
	Iteration 13Q: 3 clusters Score -224616.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -224631.906250 Penalty: 753.313843
	Iteration 14Q: 3 clusters Score -224631.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -224646.500000 Penalty: 753.313843
	Iteration 15Q: 3 clusters Score -224646.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -224659.421875 Penalty: 753.313843
	Iteration 16Q: 3 clusters Score -224659.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -224674.968750 Penalty: 753.313843
	Iteration 17Q: 3 clusters Score -224675 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -224685.953125 Penalty: 753.313843
	Iteration 18Q: 3 clusters Score -224686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -224693.906250 Penalty: 753.313843
	Iteration 19Q: 3 clusters Score -224693.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -224702.937500 Penalty: 753.313843
	Iteration 20F: 3 clusters Score -224702.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -224715.828125 Penalty: 753.313843
	Iteration 21Q: 3 clusters Score -224715.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -224728.984375 Penalty: 753.313843
	Iteration 22Q: 3 clusters Score -224729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -224740.859375 Penalty: 753.313843
	Iteration 23Q: 3 clusters Score -224740.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -224756.390625 Penalty: 753.313843
	Iteration 24Q: 3 clusters Score -224756.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -224767.734375 Penalty: 753.313843
	Iteration 25Q: 3 clusters Score -224767.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -224779.218750 Penalty: 753.313843
	Iteration 26Q: 3 clusters Score -224779.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -224794.343750 Penalty: 753.313843
	Iteration 27Q: 3 clusters Score -224794.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -224807.218750 Penalty: 753.313843
	Iteration 28Q: 3 clusters Score -224807.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -224813.984375 Penalty: 753.313843
	Iteration 29Q: 3 clusters Score -224814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -224820.468750 Penalty: 753.313843
	Iteration 30Q: 3 clusters Score -224820.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -224822.218750 Penalty: 753.313843
	Iteration 31Q: 3 clusters Score -224822.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -224823.640625 Penalty: 753.313843
	Iteration 32Q: 3 clusters Score -224823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -224824.468750 Penalty: 753.313843
	Iteration 33Q: 3 clusters Score -224824.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -224826.578125 Penalty: 753.313843
	Iteration 34Q: 3 clusters Score -224826.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -224827.500000 Penalty: 753.313843
	Iteration 35Q: 3 clusters Score -224827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -224828.296875 Penalty: 753.313843
	Iteration 36Q: 3 clusters Score -224828.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -224828.578125 Penalty: 753.313843
	Iteration 37Q: 3 clusters Score -224828.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -224828.859375 Penalty: 753.313843
	Iteration 38Q: 3 clusters Score -224828.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -224829.765625 Penalty: 753.313843
	Iteration 39Q: 3 clusters Score -224829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -224830.562500 Penalty: 753.313843
	Iteration 40F: 3 clusters Score -224830.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -15628.137695 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -15628.14 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 132 members 
Entering Unmasked Estep 
Score: -15307.528320 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -15307.53 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15371.583984 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -15371.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15388.427734 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -15388.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15398.831055 Penalty: 505.671356
	Iteration 3Q: 3 clusters Score -15398.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15402.864258 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -15402.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15404.750977 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -15404.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15406.425781 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -15406.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15408.445312 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -15408.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15409.280273 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -15409.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15409.280273 Penalty: 505.671356
	Iteration 9F: 3 clusters Score -15409.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Entering Unmasked Estep 
Score: -1152362.000000 Penalty: 447.009766
	Iteration 0F: 2 clusters Score -1152362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1140058.750000 Penalty: 894.019531
	Iteration 0F: 3 clusters Score -1140059 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1145347.000000 Penalty: 894.019531
	Iteration 1F: 3 clusters Score -1145347 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1145713.125000 Penalty: 894.019531
	Iteration 2F: 3 clusters Score -1145713 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1146121.750000 Penalty: 894.019531
	Iteration 3F: 3 clusters Score -1146122 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1146600.125000 Penalty: 894.019531
	Iteration 4F: 3 clusters Score -1146600 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1147165.250000 Penalty: 894.019531
	Iteration 5F: 3 clusters Score -1147165 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1147828.125000 Penalty: 894.019531
	Iteration 6F: 3 clusters Score -1147828 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1148581.375000 Penalty: 894.019531
	Iteration 7F: 3 clusters Score -1148581 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1149352.750000 Penalty: 894.019531
	Iteration 8F: 3 clusters Score -1149353 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1150030.375000 Penalty: 894.019531
	Iteration 9Q: 3 clusters Score -1150030 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1150526.250000 Penalty: 894.019531
	Iteration 10Q: 3 clusters Score -1150526 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1150861.500000 Penalty: 894.019531
	Iteration 11Q: 3 clusters Score -1150862 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1151144.250000 Penalty: 894.019531
	Iteration 12Q: 3 clusters Score -1151144 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1151373.250000 Penalty: 894.019531
	Iteration 13Q: 3 clusters Score -1151373 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1151563.875000 Penalty: 894.019531
	Iteration 14Q: 3 clusters Score -1151564 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1151725.375000 Penalty: 894.019531
	Iteration 15Q: 3 clusters Score -1151725 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1151823.125000 Penalty: 894.019531
	Iteration 16Q: 3 clusters Score -1151823 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1151878.250000 Penalty: 894.019531
	Iteration 17Q: 3 clusters Score -1151878 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1151936.250000 Penalty: 894.019531
	Iteration 18Q: 3 clusters Score -1151936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1151973.500000 Penalty: 894.019531
	Iteration 19Q: 3 clusters Score -1151974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1152006.500000 Penalty: 894.019531
	Iteration 20F: 3 clusters Score -1152006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1152032.250000 Penalty: 894.019531
	Iteration 21Q: 3 clusters Score -1152032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1152045.750000 Penalty: 894.019531
	Iteration 22Q: 3 clusters Score -1152046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1152051.375000 Penalty: 894.019531
	Iteration 23Q: 3 clusters Score -1152051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1152055.625000 Penalty: 894.019531
	Iteration 24Q: 3 clusters Score -1152056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1152058.750000 Penalty: 894.019531
	Iteration 25Q: 3 clusters Score -1152059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1152062.000000 Penalty: 894.019531
	Iteration 26Q: 3 clusters Score -1152062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1152062.875000 Penalty: 894.019531
	Iteration 27Q: 3 clusters Score -1152063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1152062.875000 Penalty: 894.019531
	Iteration 28F: 3 clusters Score -1152063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Entering Unmasked Estep 
Score: -1844547.000000 Penalty: 466.026917
	Iteration 0F: 2 clusters Score -1844547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1825728.375000 Penalty: 932.053833
	Iteration 0F: 3 clusters Score -1825728 nChanged 13500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1833550.125000 Penalty: 932.053833
	Iteration 1F: 3 clusters Score -1833550 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1833934.000000 Penalty: 932.053833
	Iteration 2Q: 3 clusters Score -1833934 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1834420.750000 Penalty: 932.053833
	Iteration 3Q: 3 clusters Score -1834421 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -1835114.625000 Penalty: 932.053833
	Iteration 4F: 3 clusters Score -1835115 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -1836035.000000 Penalty: 932.053833
	Iteration 5F: 3 clusters Score -1836035 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -1837264.750000 Penalty: 932.053833
	Iteration 6F: 3 clusters Score -1837265 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -1838780.250000 Penalty: 932.053833
	Iteration 7F: 3 clusters Score -1838780 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -1840242.250000 Penalty: 932.053833
	Iteration 8F: 3 clusters Score -1840242 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -1841280.250000 Penalty: 932.053833
	Iteration 9Q: 3 clusters Score -1841280 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -1841924.000000 Penalty: 932.053833
	Iteration 10Q: 3 clusters Score -1841924 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -1842367.500000 Penalty: 932.053833
	Iteration 11Q: 3 clusters Score -1842368 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -1842716.250000 Penalty: 932.053833
	Iteration 12Q: 3 clusters Score -1842716 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -1843018.000000 Penalty: 932.053833
	Iteration 13Q: 3 clusters Score -1843018 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -1843298.750000 Penalty: 932.053833
	Iteration 14Q: 3 clusters Score -1843299 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -1843560.250000 Penalty: 932.053833
	Iteration 15Q: 3 clusters Score -1843560 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -1843767.000000 Penalty: 932.053833
	Iteration 16Q: 3 clusters Score -1843767 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -1843906.750000 Penalty: 932.053833
	Iteration 17Q: 3 clusters Score -1843907 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -1843983.750000 Penalty: 932.053833
	Iteration 18Q: 3 clusters Score -1843984 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -1844031.750000 Penalty: 932.053833
	Iteration 19Q: 3 clusters Score -1844032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -1844061.000000 Penalty: 932.053833
	Iteration 20F: 3 clusters Score -1844061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -1844082.125000 Penalty: 932.053833
	Iteration 21Q: 3 clusters Score -1844082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -1844095.125000 Penalty: 932.053833
	Iteration 22Q: 3 clusters Score -1844095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -1844099.625000 Penalty: 932.053833
	Iteration 23Q: 3 clusters Score -1844100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -1844113.000000 Penalty: 932.053833
	Iteration 24Q: 3 clusters Score -1844113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -1844116.125000 Penalty: 932.053833
	Iteration 25Q: 3 clusters Score -1844116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -1844120.750000 Penalty: 932.053833
	Iteration 26Q: 3 clusters Score -1844121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -1844122.375000 Penalty: 932.053833
	Iteration 27Q: 3 clusters Score -1844122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -1844127.125000 Penalty: 932.053833
	Iteration 28Q: 3 clusters Score -1844127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -1844127.375000 Penalty: 932.053833
	Iteration 29Q: 3 clusters Score -1844127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -1844129.375000 Penalty: 932.053833
	Iteration 30Q: 3 clusters Score -1844129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -1844130.750000 Penalty: 932.053833
	Iteration 31Q: 3 clusters Score -1844131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -1844132.500000 Penalty: 932.053833
	Iteration 32Q: 3 clusters Score -1844132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -1844137.750000 Penalty: 932.053833
	Iteration 33Q: 3 clusters Score -1844138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -1844140.875000 Penalty: 932.053833
	Iteration 34Q: 3 clusters Score -1844141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -1844140.625000 Penalty: 932.053833
	Iteration 35Q: 3 clusters Score -1844141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -1844140.500000 Penalty: 932.053833
	Iteration 36Q: 3 clusters Score -1844140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -1844140.625000 Penalty: 932.053833
	Iteration 37Q: 3 clusters Score -1844141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -1844140.625000 Penalty: 932.053833
	Iteration 38F: 3 clusters Score -1844141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Entering Unmasked Estep 
Score: -196000.031250 Penalty: 361.843994
	Iteration 0F: 2 clusters Score -196000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -194018.515625 Penalty: 723.687988
	Iteration 0F: 3 clusters Score -194018.5 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -194717.875000 Penalty: 723.687988
	Iteration 1F: 3 clusters Score -194717.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -194801.734375 Penalty: 723.687988
	Iteration 2F: 3 clusters Score -194801.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -194888.718750 Penalty: 723.687988
	Iteration 3F: 3 clusters Score -194888.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -194975.203125 Penalty: 723.687988
	Iteration 4F: 3 clusters Score -194975.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -195059.921875 Penalty: 723.687988
	Iteration 5F: 3 clusters Score -195059.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -195157.171875 Penalty: 723.687988
	Iteration 6F: 3 clusters Score -195157.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -195273.953125 Penalty: 723.687988
	Iteration 7F: 3 clusters Score -195274 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -195378.140625 Penalty: 723.687988
	Iteration 8Q: 3 clusters Score -195378.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -195464.000000 Penalty: 723.687988
	Iteration 9Q: 3 clusters Score -195464 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -195542.156250 Penalty: 723.687988
	Iteration 10Q: 3 clusters Score -195542.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -195602.703125 Penalty: 723.687988
	Iteration 11Q: 3 clusters Score -195602.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -195635.171875 Penalty: 723.687988
	Iteration 12Q: 3 clusters Score -195635.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -195655.796875 Penalty: 723.687988
	Iteration 13Q: 3 clusters Score -195655.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -195666.203125 Penalty: 723.687988
	Iteration 14Q: 3 clusters Score -195666.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -195677.625000 Penalty: 723.687988
	Iteration 15Q: 3 clusters Score -195677.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -195681.156250 Penalty: 723.687988
	Iteration 16Q: 3 clusters Score -195681.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -195685.281250 Penalty: 723.687988
	Iteration 17Q: 3 clusters Score -195685.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -195687.062500 Penalty: 723.687988
	Iteration 18Q: 3 clusters Score -195687.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -195689.734375 Penalty: 723.687988
	Iteration 19Q: 3 clusters Score -195689.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -195691.265625 Penalty: 723.687988
	Iteration 20F: 3 clusters Score -195691.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -14210.216797 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -14210.22 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 142 members 
Entering Unmasked Estep 
Score: -13890.882812 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -13890.88 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13999.724609 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -13999.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14056.541992 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -14056.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14089.124023 Penalty: 510.127991
	Iteration 3F: 3 clusters Score -14089.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14106.367188 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -14106.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14120.610352 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -14120.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14129.875000 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -14129.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14131.882812 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -14131.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14133.334961 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -14133.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14133.334961 Penalty: 510.127991
	Iteration 9F: 3 clusters Score -14133.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Entering Unmasked Estep 
Score: -2336424.500000 Penalty: 480.691742
	Iteration 0F: 2 clusters Score -2336424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2310514.250000 Penalty: 961.383484
	Iteration 0F: 3 clusters Score -2310514 nChanged 18664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2321212.750000 Penalty: 961.383484
	Iteration 1F: 3 clusters Score -2321213 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -2322024.750000 Penalty: 961.383484
	Iteration 2Q: 3 clusters Score -2322025 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -2323384.750000 Penalty: 961.383484
	Iteration 3F: 3 clusters Score -2323385 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -2325833.500000 Penalty: 961.383484
	Iteration 4F: 3 clusters Score -2325834 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -2329343.250000 Penalty: 961.383484
	Iteration 5F: 3 clusters Score -2329343 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -2332769.000000 Penalty: 961.383484
	Iteration 6F: 3 clusters Score -2332769 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -2334806.000000 Penalty: 961.383484
	Iteration 7F: 3 clusters Score -2334806 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -2335649.000000 Penalty: 961.383484
	Iteration 8Q: 3 clusters Score -2335649 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -2335924.000000 Penalty: 961.383484
	Iteration 9Q: 3 clusters Score -2335924 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -2336009.000000 Penalty: 961.383484
	Iteration 10Q: 3 clusters Score -2336009 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -2336033.500000 Penalty: 961.383484
	Iteration 11Q: 3 clusters Score -2336034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -2336046.250000 Penalty: 961.383484
	Iteration 12Q: 3 clusters Score -2336046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -2336058.750000 Penalty: 961.383484
	Iteration 13Q: 3 clusters Score -2336059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -2336064.000000 Penalty: 961.383484
	Iteration 14Q: 3 clusters Score -2336064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -2336065.500000 Penalty: 961.383484
	Iteration 15Q: 3 clusters Score -2336066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -2336068.000000 Penalty: 961.383484
	Iteration 16Q: 3 clusters Score -2336068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -2336069.500000 Penalty: 961.383484
	Iteration 17Q: 3 clusters Score -2336070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -2336071.250000 Penalty: 961.383484
	Iteration 18Q: 3 clusters Score -2336071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -2336072.500000 Penalty: 961.383484
	Iteration 19Q: 3 clusters Score -2336072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -2336074.000000 Penalty: 961.383484
	Iteration 20F: 3 clusters Score -2336074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -2336074.750000 Penalty: 961.383484
	Iteration 21Q: 3 clusters Score -2336075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -2336074.750000 Penalty: 961.383484
	Iteration 22F: 3 clusters Score -2336075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (68391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68391 members 
Entering Unmasked Estep 
Score: -4074328.500000 Penalty: 506.551331
	Iteration 0F: 2 clusters Score -4074328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -4028466.250000 Penalty: 1013.102661
	Iteration 0F: 3 clusters Score -4028466 nChanged 33248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -4048946.250000 Penalty: 1013.102661
	Iteration 1F: 3 clusters Score -4048946 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -4050561.750000 Penalty: 1013.102661
	Iteration 2F: 3 clusters Score -4050562 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -4052830.250000 Penalty: 1013.102661
	Iteration 3F: 3 clusters Score -4052830 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -4055780.750000 Penalty: 1013.102661
	Iteration 4F: 3 clusters Score -4055781 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -4059231.500000 Penalty: 1013.102661
	Iteration 5F: 3 clusters Score -4059232 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -4062319.500000 Penalty: 1013.102661
	Iteration 6F: 3 clusters Score -4062320 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -4064335.750000 Penalty: 1013.102661
	Iteration 7Q: 3 clusters Score -4064336 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -4065341.500000 Penalty: 1013.102661
	Iteration 8Q: 3 clusters Score -4065342 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -4065999.750000 Penalty: 1013.102661
	Iteration 9Q: 3 clusters Score -4066000 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -4066644.750000 Penalty: 1013.102661
	Iteration 10Q: 3 clusters Score -4066645 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -4067294.250000 Penalty: 1013.102661
	Iteration 11Q: 3 clusters Score -4067294 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -4067961.000000 Penalty: 1013.102661
	Iteration 12Q: 3 clusters Score -4067961 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 56445 members 
Entering Unmasked Estep 
Score: -4068646.500000 Penalty: 1013.102661
	Iteration 13Q: 3 clusters Score -4068646 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -4069334.500000 Penalty: 1013.102661
	Iteration 14Q: 3 clusters Score -4069334 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -4069920.500000 Penalty: 1013.102661
	Iteration 15Q: 3 clusters Score -4069920 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 59985 members 
Entering Unmasked Estep 
Score: -4070433.000000 Penalty: 1013.102661
	Iteration 16Q: 3 clusters Score -4070433 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -4070889.500000 Penalty: 1013.102661
	Iteration 17Q: 3 clusters Score -4070890 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 61804 members 
Entering Unmasked Estep 
Score: -4071294.000000 Penalty: 1013.102661
	Iteration 18Q: 3 clusters Score -4071294 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -4071635.250000 Penalty: 1013.102661
	Iteration 19Q: 3 clusters Score -4071635 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -4071900.500000 Penalty: 1013.102661
	Iteration 20F: 3 clusters Score -4071900 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 63781 members 
Entering Unmasked Estep 
Score: -4072141.000000 Penalty: 1013.102661
	Iteration 21Q: 3 clusters Score -4072141 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 64267 members 
Entering Unmasked Estep 
Score: -4072356.000000 Penalty: 1013.102661
	Iteration 22Q: 3 clusters Score -4072356 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -4072543.750000 Penalty: 1013.102661
	Iteration 23Q: 3 clusters Score -4072544 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
Score: -4072690.500000 Penalty: 1013.102661
	Iteration 24Q: 3 clusters Score -4072690 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 65418 members 
Entering Unmasked Estep 
Score: -4072820.000000 Penalty: 1013.102661
	Iteration 25Q: 3 clusters Score -4072820 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
Score: -4072937.000000 Penalty: 1013.102661
	Iteration 26Q: 3 clusters Score -4072937 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 66011 members 
Entering Unmasked Estep 
Score: -4073081.750000 Penalty: 1013.102661
	Iteration 27Q: 3 clusters Score -4073082 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 66262 members 
Entering Unmasked Estep 
Score: -4073194.750000 Penalty: 1013.102661
	Iteration 28Q: 3 clusters Score -4073195 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -4073275.750000 Penalty: 1013.102661
	Iteration 29Q: 3 clusters Score -4073276 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -4073327.750000 Penalty: 1013.102661
	Iteration 30Q: 3 clusters Score -4073328 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 66817 members 
Entering Unmasked Estep 
Score: -4073405.500000 Penalty: 1013.102661
	Iteration 31Q: 3 clusters Score -4073406 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -4073467.500000 Penalty: 1013.102661
	Iteration 32Q: 3 clusters Score -4073468 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 67091 members 
Entering Unmasked Estep 
Score: -4073513.250000 Penalty: 1013.102661
	Iteration 33Q: 3 clusters Score -4073513 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 67203 members 
Entering Unmasked Estep 
Score: -4073557.500000 Penalty: 1013.102661
	Iteration 34Q: 3 clusters Score -4073558 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 67308 members 
Entering Unmasked Estep 
Score: -4073593.250000 Penalty: 1013.102661
	Iteration 35Q: 3 clusters Score -4073593 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -4073617.500000 Penalty: 1013.102661
	Iteration 36Q: 3 clusters Score -4073618 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 67456 members 
Entering Unmasked Estep 
Score: -4073632.250000 Penalty: 1013.102661
	Iteration 37Q: 3 clusters Score -4073632 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 67521 members 
Entering Unmasked Estep 
Score: -4073648.750000 Penalty: 1013.102661
	Iteration 38Q: 3 clusters Score -4073649 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 67585 members 
Entering Unmasked Estep 
Score: -4073673.000000 Penalty: 1013.102661
	Iteration 39Q: 3 clusters Score -4073673 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
Score: -4073688.250000 Penalty: 1013.102661
	Iteration 40F: 3 clusters Score -4073688 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 67703 members 
Entering Unmasked Estep 
Score: -4073716.500000 Penalty: 1013.102661
	Iteration 41Q: 3 clusters Score -4073716 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 67758 members 
Entering Unmasked Estep 
Score: -4073730.750000 Penalty: 1013.102661
	Iteration 42Q: 3 clusters Score -4073731 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 67804 members 
Entering Unmasked Estep 
Score: -4073746.250000 Penalty: 1013.102661
	Iteration 43Q: 3 clusters Score -4073746 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 67838 members 
Entering Unmasked Estep 
Score: -4073756.750000 Penalty: 1013.102661
	Iteration 44Q: 3 clusters Score -4073757 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 67869 members 
Entering Unmasked Estep 
Score: -4073767.750000 Penalty: 1013.102661
	Iteration 45Q: 3 clusters Score -4073768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 67892 members 
Entering Unmasked Estep 
Score: -4073776.750000 Penalty: 1013.102661
	Iteration 46Q: 3 clusters Score -4073777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -4073797.250000 Penalty: 1013.102661
	Iteration 47Q: 3 clusters Score -4073797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 67949 members 
Entering Unmasked Estep 
Score: -4073810.500000 Penalty: 1013.102661
	Iteration 48Q: 3 clusters Score -4073810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 67977 members 
Entering Unmasked Estep 
Score: -4073822.500000 Penalty: 1013.102661
	Iteration 49Q: 3 clusters Score -4073822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -4073833.000000 Penalty: 1013.102661
	Iteration 50Q: 3 clusters Score -4073833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 68021 members 
Entering Unmasked Estep 
Score: -4073838.500000 Penalty: 1013.102661
	Iteration 51Q: 3 clusters Score -4073838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
Score: -4073848.750000 Penalty: 1013.102661
	Iteration 52Q: 3 clusters Score -4073849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 68050 members 
Entering Unmasked Estep 
Score: -4073851.750000 Penalty: 1013.102661
	Iteration 53Q: 3 clusters Score -4073852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 68068 members 
Entering Unmasked Estep 
Score: -4073861.250000 Penalty: 1013.102661
	Iteration 54Q: 3 clusters Score -4073861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 68080 members 
Entering Unmasked Estep 
Score: -4073871.750000 Penalty: 1013.102661
	Iteration 55Q: 3 clusters Score -4073872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 68088 members 
Entering Unmasked Estep 
Score: -4073875.500000 Penalty: 1013.102661
	Iteration 56Q: 3 clusters Score -4073876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -4073880.000000 Penalty: 1013.102661
	Iteration 57Q: 3 clusters Score -4073880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -4073877.000000 Penalty: 1013.102661
	Iteration 58Q: 3 clusters Score -4073877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 68106 members 
Entering Unmasked Estep 
Score: -4073878.750000 Penalty: 1013.102661
	Iteration 59Q: 3 clusters Score -4073879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 68117 members 
Entering Unmasked Estep 
Score: -4073887.750000 Penalty: 1013.102661
	Iteration 60F: 3 clusters Score -4073888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -4073892.000000 Penalty: 1013.102661
	Iteration 61Q: 3 clusters Score -4073892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -4073897.500000 Penalty: 1013.102661
	Iteration 62Q: 3 clusters Score -4073898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -4073900.000000 Penalty: 1013.102661
	Iteration 63Q: 3 clusters Score -4073900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 68141 members 
Entering Unmasked Estep 
Score: -4073901.750000 Penalty: 1013.102661
	Iteration 64Q: 3 clusters Score -4073902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 68144 members 
Entering Unmasked Estep 
Score: -4073901.250000 Penalty: 1013.102661
	Iteration 65Q: 3 clusters Score -4073901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 68146 members 
Entering Unmasked Estep 
Score: -4073904.250000 Penalty: 1013.102661
	Iteration 66Q: 3 clusters Score -4073904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 68149 members 
Entering Unmasked Estep 
Score: -4073904.250000 Penalty: 1013.102661
	Iteration 67Q: 3 clusters Score -4073904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 68152 members 
Entering Unmasked Estep 
Score: -4073905.000000 Penalty: 1013.102661
	Iteration 68Q: 3 clusters Score -4073905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 68155 members 
Entering Unmasked Estep 
Score: -4073905.500000 Penalty: 1013.102661
	Iteration 69Q: 3 clusters Score -4073906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 68160 members 
Entering Unmasked Estep 
Score: -4073914.000000 Penalty: 1013.102661
	Iteration 70Q: 3 clusters Score -4073914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 68169 members 
Entering Unmasked Estep 
Score: -4073921.250000 Penalty: 1013.102661
	Iteration 71Q: 3 clusters Score -4073921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
Score: -4073922.500000 Penalty: 1013.102661
	Iteration 72Q: 3 clusters Score -4073922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -4073920.250000 Penalty: 1013.102661
	Iteration 73Q: 3 clusters Score -4073920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -4073920.250000 Penalty: 1013.102661
	Iteration 74F: 3 clusters Score -4073920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -4514.493164 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -4514.493 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 75 members 
Entering Unmasked Estep 
Score: -4342.373535 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -4342.374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4438.597656 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -4438.598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4472.147461 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -4472.147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4480.111328 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -4480.111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4483.690430 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -4483.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4485.196289 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -4485.196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4485.196289 Penalty: 447.051605
	Iteration 6F: 3 clusters Score -4485.196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Entering Unmasked Estep 
Score: -1291629.500000 Penalty: 451.572113
	Iteration 0F: 2 clusters Score -1291630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1277984.750000 Penalty: 903.144226
	Iteration 0F: 3 clusters Score -1277985 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1284288.625000 Penalty: 903.144226
	Iteration 1F: 3 clusters Score -1284289 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1285160.500000 Penalty: 903.144226
	Iteration 2F: 3 clusters Score -1285160 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1286305.250000 Penalty: 903.144226
	Iteration 3F: 3 clusters Score -1286305 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1287717.750000 Penalty: 903.144226
	Iteration 4F: 3 clusters Score -1287718 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1289134.250000 Penalty: 903.144226
	Iteration 5F: 3 clusters Score -1289134 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1290210.000000 Penalty: 903.144226
	Iteration 6F: 3 clusters Score -1290210 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1290815.000000 Penalty: 903.144226
	Iteration 7Q: 3 clusters Score -1290815 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1291112.250000 Penalty: 903.144226
	Iteration 8Q: 3 clusters Score -1291112 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1291198.375000 Penalty: 903.144226
	Iteration 9Q: 3 clusters Score -1291198 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1291240.375000 Penalty: 903.144226
	Iteration 10Q: 3 clusters Score -1291240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1291275.000000 Penalty: 903.144226
	Iteration 11Q: 3 clusters Score -1291275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1291293.375000 Penalty: 903.144226
	Iteration 12Q: 3 clusters Score -1291293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1291301.500000 Penalty: 903.144226
	Iteration 13Q: 3 clusters Score -1291302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1291306.250000 Penalty: 903.144226
	Iteration 14Q: 3 clusters Score -1291306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1291312.375000 Penalty: 903.144226
	Iteration 15Q: 3 clusters Score -1291312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -1291315.875000 Penalty: 903.144226
	Iteration 16Q: 3 clusters Score -1291316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1291318.875000 Penalty: 903.144226
	Iteration 17Q: 3 clusters Score -1291319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1291321.000000 Penalty: 903.144226
	Iteration 18Q: 3 clusters Score -1291321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1291323.875000 Penalty: 903.144226
	Iteration 19Q: 3 clusters Score -1291324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1291327.125000 Penalty: 903.144226
	Iteration 20F: 3 clusters Score -1291327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Entering Unmasked Estep 
Score: -67629.132812 Penalty: 319.984406
	Iteration 0F: 2 clusters Score -67629.13 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 553 members 
Entering Unmasked Estep 
Score: -66730.312500 Penalty: 639.968811
	Iteration 0F: 3 clusters Score -66730.31 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -67075.789062 Penalty: 639.968811
	Iteration 1F: 3 clusters Score -67075.79 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -67152.109375 Penalty: 639.968811
	Iteration 2F: 3 clusters Score -67152.11 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -67206.570312 Penalty: 639.968811
	Iteration 3F: 3 clusters Score -67206.57 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -67246.171875 Penalty: 639.968811
	Iteration 4F: 3 clusters Score -67246.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67266.632812 Penalty: 639.968811
	Iteration 5Q: 3 clusters Score -67266.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67283.132812 Penalty: 639.968811
	Iteration 6Q: 3 clusters Score -67283.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67304.164062 Penalty: 639.968811
	Iteration 7Q: 3 clusters Score -67304.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67338.328125 Penalty: 639.968811
	Iteration 8Q: 3 clusters Score -67338.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67354.414062 Penalty: 639.968811
	Iteration 9Q: 3 clusters Score -67354.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67359.757812 Penalty: 639.968811
	Iteration 10Q: 3 clusters Score -67359.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67361.828125 Penalty: 639.968811
	Iteration 11Q: 3 clusters Score -67361.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67365.609375 Penalty: 639.968811
	Iteration 12Q: 3 clusters Score -67365.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -67374.296875 Penalty: 639.968811
	Iteration 13Q: 3 clusters Score -67374.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67380.835938 Penalty: 639.968811
	Iteration 14Q: 3 clusters Score -67380.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67383.914062 Penalty: 639.968811
	Iteration 15Q: 3 clusters Score -67383.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67387.335938 Penalty: 639.968811
	Iteration 16Q: 3 clusters Score -67387.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -67392.664062 Penalty: 639.968811
	Iteration 17Q: 3 clusters Score -67392.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67403.125000 Penalty: 639.968811
	Iteration 18Q: 3 clusters Score -67403.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -67409.101562 Penalty: 639.968811
	Iteration 19Q: 3 clusters Score -67409.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -67410.382812 Penalty: 639.968811
	Iteration 20F: 3 clusters Score -67410.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -67411.640625 Penalty: 639.968811
	Iteration 21Q: 3 clusters Score -67411.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -67415.515625 Penalty: 639.968811
	Iteration 22Q: 3 clusters Score -67415.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -67419.781250 Penalty: 639.968811
	Iteration 23Q: 3 clusters Score -67419.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -67424.742188 Penalty: 639.968811
	Iteration 24Q: 3 clusters Score -67424.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -67429.312500 Penalty: 639.968811
	Iteration 25Q: 3 clusters Score -67429.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -67431.312500 Penalty: 639.968811
	Iteration 26Q: 3 clusters Score -67431.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -67432.992188 Penalty: 639.968811
	Iteration 27Q: 3 clusters Score -67432.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -67434.492188 Penalty: 639.968811
	Iteration 28Q: 3 clusters Score -67434.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -67435.539062 Penalty: 639.968811
	Iteration 29Q: 3 clusters Score -67435.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67438.000000 Penalty: 639.968811
	Iteration 30Q: 3 clusters Score -67438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -67439.976562 Penalty: 639.968811
	Iteration 31Q: 3 clusters Score -67439.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -67445.117188 Penalty: 639.968811
	Iteration 32Q: 3 clusters Score -67445.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -67446.367188 Penalty: 639.968811
	Iteration 33Q: 3 clusters Score -67446.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -67448.507812 Penalty: 639.968811
	Iteration 34Q: 3 clusters Score -67448.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -67451.500000 Penalty: 639.968811
	Iteration 35Q: 3 clusters Score -67451.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -67453.625000 Penalty: 639.968811
	Iteration 36Q: 3 clusters Score -67453.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -67455.085938 Penalty: 639.968811
	Iteration 37Q: 3 clusters Score -67455.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -67455.085938 Penalty: 639.968811
	Iteration 38F: 3 clusters Score -67455.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Entering Unmasked Estep 
Score: -579565.812500 Penalty: 411.836182
	Iteration 0F: 2 clusters Score -579565.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -573861.562500 Penalty: 823.672363
	Iteration 0F: 3 clusters Score -573861.6 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -576115.437500 Penalty: 823.672363
	Iteration 1F: 3 clusters Score -576115.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -576247.562500 Penalty: 823.672363
	Iteration 2Q: 3 clusters Score -576247.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -576389.562500 Penalty: 823.672363
	Iteration 3Q: 3 clusters Score -576389.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -576611.125000 Penalty: 823.672363
	Iteration 4F: 3 clusters Score -576611.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -576997.687500 Penalty: 823.672363
	Iteration 5F: 3 clusters Score -576997.7 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -577543.062500 Penalty: 823.672363
	Iteration 6F: 3 clusters Score -577543.1 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -578164.062500 Penalty: 823.672363
	Iteration 7F: 3 clusters Score -578164.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -578718.000000 Penalty: 823.672363
	Iteration 8F: 3 clusters Score -578718 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -579025.437500 Penalty: 823.672363
	Iteration 9Q: 3 clusters Score -579025.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -579130.312500 Penalty: 823.672363
	Iteration 10Q: 3 clusters Score -579130.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -579154.562500 Penalty: 823.672363
	Iteration 11Q: 3 clusters Score -579154.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -579172.875000 Penalty: 823.672363
	Iteration 12Q: 3 clusters Score -579172.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -579181.437500 Penalty: 823.672363
	Iteration 13Q: 3 clusters Score -579181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -579186.875000 Penalty: 823.672363
	Iteration 14Q: 3 clusters Score -579186.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -579186.875000 Penalty: 823.672363
	Iteration 15F: 3 clusters Score -579186.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -7275.728516 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -7275.729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7080.675293 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -7080.675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7126.955566 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -7126.956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7153.152832 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -7153.153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7160.476562 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -7160.477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7164.794434 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -7164.794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7164.794434 Penalty: 441.534760
	Iteration 5F: 3 clusters Score -7164.794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (79830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79830 members 
Entering Unmasked Estep 
Score: -5260872.000000 Penalty: 513.588318
	Iteration 0F: 2 clusters Score -5260872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -5207313.000000 Penalty: 1027.176636
	Iteration 0F: 3 clusters Score -5207313 nChanged 39015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -5231484.000000 Penalty: 1027.176636
	Iteration 1F: 3 clusters Score -5231484 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -5232768.500000 Penalty: 1027.176636
	Iteration 2Q: 3 clusters Score -5232768 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -5234343.500000 Penalty: 1027.176636
	Iteration 3F: 3 clusters Score -5234344 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -5236541.500000 Penalty: 1027.176636
	Iteration 4F: 3 clusters Score -5236542 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -5239462.500000 Penalty: 1027.176636
	Iteration 5F: 3 clusters Score -5239462 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 61806 members 
Entering Unmasked Estep 
Score: -5243389.000000 Penalty: 1027.176636
	Iteration 6F: 3 clusters Score -5243389 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 67235 members 
Entering Unmasked Estep 
Score: -5247823.000000 Penalty: 1027.176636
	Iteration 7F: 3 clusters Score -5247823 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
Score: -5252305.000000 Penalty: 1027.176636
	Iteration 8F: 3 clusters Score -5252305 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 75992 members 
Entering Unmasked Estep 
Score: -5256308.000000 Penalty: 1027.176636
	Iteration 9Q: 3 clusters Score -5256308 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 78516 members 
Entering Unmasked Estep 
Score: -5259176.500000 Penalty: 1027.176636
	Iteration 10Q: 3 clusters Score -5259176 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 79496 members 
Entering Unmasked Estep 
Score: -5260124.500000 Penalty: 1027.176636
	Iteration 11Q: 3 clusters Score -5260124 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -5260305.500000 Penalty: 1027.176636
	Iteration 12Q: 3 clusters Score -5260306 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 79768 members 
Entering Unmasked Estep 
Score: -5260359.500000 Penalty: 1027.176636
	Iteration 13Q: 3 clusters Score -5260360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 79785 members 
Entering Unmasked Estep 
Score: -5260385.500000 Penalty: 1027.176636
	Iteration 14Q: 3 clusters Score -5260386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 79788 members 
Entering Unmasked Estep 
Score: -5260402.500000 Penalty: 1027.176636
	Iteration 15Q: 3 clusters Score -5260402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -5260410.500000 Penalty: 1027.176636
	Iteration 16Q: 3 clusters Score -5260410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -5260414.500000 Penalty: 1027.176636
	Iteration 17Q: 3 clusters Score -5260414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -5260414.500000 Penalty: 1027.176636
	Iteration 18F: 3 clusters Score -5260414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Entering Unmasked Estep 
Score: -608158.062500 Penalty: 415.905304
	Iteration 0F: 2 clusters Score -608158.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -601913.125000 Penalty: 831.810608
	Iteration 0F: 3 clusters Score -601913.1 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -604846.250000 Penalty: 831.810608
	Iteration 1F: 3 clusters Score -604846.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -605384.687500 Penalty: 831.810608
	Iteration 2F: 3 clusters Score -605384.7 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -606123.125000 Penalty: 831.810608
	Iteration 3F: 3 clusters Score -606123.1 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -606940.687500 Penalty: 831.810608
	Iteration 4F: 3 clusters Score -606940.7 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -607677.687500 Penalty: 831.810608
	Iteration 5F: 3 clusters Score -607677.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -607965.687500 Penalty: 831.810608
	Iteration 6Q: 3 clusters Score -607965.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -608019.125000 Penalty: 831.810608
	Iteration 7Q: 3 clusters Score -608019.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -608040.750000 Penalty: 831.810608
	Iteration 8Q: 3 clusters Score -608040.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -608047.187500 Penalty: 831.810608
	Iteration 9Q: 3 clusters Score -608047.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -608052.562500 Penalty: 831.810608
	Iteration 10Q: 3 clusters Score -608052.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -608053.187500 Penalty: 831.810608
	Iteration 11Q: 3 clusters Score -608053.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -608054.937500 Penalty: 831.810608
	Iteration 12Q: 3 clusters Score -608054.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -608055.500000 Penalty: 831.810608
	Iteration 13Q: 3 clusters Score -608055.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -608056.312500 Penalty: 831.810608
	Iteration 14Q: 3 clusters Score -608056.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -608056.125000 Penalty: 831.810608
	Iteration 15Q: 3 clusters Score -608056.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -608056.312500 Penalty: 831.810608
	Iteration 16Q: 3 clusters Score -608056.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -608056.625000 Penalty: 831.810608
	Iteration 17Q: 3 clusters Score -608056.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -608057.312500 Penalty: 831.810608
	Iteration 18Q: 3 clusters Score -608057.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -608057.625000 Penalty: 831.810608
	Iteration 19Q: 3 clusters Score -608057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -608058.000000 Penalty: 831.810608
	Iteration 20F: 3 clusters Score -608058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -608057.437500 Penalty: 831.810608
	Iteration 21Q: 3 clusters Score -608057.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -608057.375000 Penalty: 831.810608
	Iteration 22Q: 3 clusters Score -608057.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -608057.562500 Penalty: 831.810608
	Iteration 23Q: 3 clusters Score -608057.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -608059.250000 Penalty: 831.810608
	Iteration 24Q: 3 clusters Score -608059.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -608058.875000 Penalty: 831.810608
	Iteration 25Q: 3 clusters Score -608058.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -608058.875000 Penalty: 831.810608
	Iteration 26F: 3 clusters Score -608058.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77707 members 
Entering Unmasked Estep 
Score: -5133434.500000 Penalty: 512.361877
	Iteration 0F: 2 clusters Score -5133434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -5081089.000000 Penalty: 1024.723755
	Iteration 0F: 3 clusters Score -5081089 nChanged 38106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -5103702.500000 Penalty: 1024.723755
	Iteration 1F: 3 clusters Score -5103702 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -5104582.500000 Penalty: 1024.723755
	Iteration 2Q: 3 clusters Score -5104582 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -5106002.500000 Penalty: 1024.723755
	Iteration 3Q: 3 clusters Score -5106002 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -5108353.000000 Penalty: 1024.723755
	Iteration 4Q: 3 clusters Score -5108353 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -5112252.000000 Penalty: 1024.723755
	Iteration 5F: 3 clusters Score -5112252 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -5117490.500000 Penalty: 1024.723755
	Iteration 6F: 3 clusters Score -5117490 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -5121607.500000 Penalty: 1024.723755
	Iteration 7F: 3 clusters Score -5121608 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -5124184.500000 Penalty: 1024.723755
	Iteration 8Q: 3 clusters Score -5124184 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -5125721.500000 Penalty: 1024.723755
	Iteration 9Q: 3 clusters Score -5125722 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -5127089.000000 Penalty: 1024.723755
	Iteration 10Q: 3 clusters Score -5127089 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -5128408.000000 Penalty: 1024.723755
	Iteration 11Q: 3 clusters Score -5128408 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -5129528.500000 Penalty: 1024.723755
	Iteration 12Q: 3 clusters Score -5129528 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -5130350.500000 Penalty: 1024.723755
	Iteration 13Q: 3 clusters Score -5130350 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -5130990.000000 Penalty: 1024.723755
	Iteration 14Q: 3 clusters Score -5130990 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -5131403.500000 Penalty: 1024.723755
	Iteration 15Q: 3 clusters Score -5131404 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56733 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -5131631.000000 Penalty: 1024.723755
	Iteration 16Q: 3 clusters Score -5131631 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -5131838.500000 Penalty: 1024.723755
	Iteration 17Q: 3 clusters Score -5131838 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58573 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -5131889.000000 Penalty: 1024.723755
	Iteration 18Q: 3 clusters Score -5131889 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59508 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -5131954.000000 Penalty: 1024.723755
	Iteration 19Q: 3 clusters Score -5131954 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -5131965.500000 Penalty: 1024.723755
	Iteration 20F: 3 clusters Score -5131966 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -5131980.500000 Penalty: 1024.723755
	Iteration 21Q: 3 clusters Score -5131980 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62296 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -5131946.000000 Penalty: 1024.723755
	Iteration 22Q: 3 clusters Score -5131946 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62994 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -5131899.500000 Penalty: 1024.723755
	Iteration 23Q: 3 clusters Score -5131900 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -5131815.500000 Penalty: 1024.723755
	Iteration 24Q: 3 clusters Score -5131816 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64188 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -5131870.000000 Penalty: 1024.723755
	Iteration 25Q: 3 clusters Score -5131870 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64796 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -5131907.000000 Penalty: 1024.723755
	Iteration 26Q: 3 clusters Score -5131907 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65465 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -5131901.000000 Penalty: 1024.723755
	Iteration 27Q: 3 clusters Score -5131901 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66001 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -5131856.500000 Penalty: 1024.723755
	Iteration 28Q: 3 clusters Score -5131856 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66442 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -5131900.500000 Penalty: 1024.723755
	Iteration 29Q: 3 clusters Score -5131900 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66911 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -5131910.000000 Penalty: 1024.723755
	Iteration 30Q: 3 clusters Score -5131910 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -5131871.000000 Penalty: 1024.723755
	Iteration 31Q: 3 clusters Score -5131871 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67687 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -5131882.000000 Penalty: 1024.723755
	Iteration 32Q: 3 clusters Score -5131882 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -5131875.500000 Penalty: 1024.723755
	Iteration 33Q: 3 clusters Score -5131876 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -5131855.500000 Penalty: 1024.723755
	Iteration 34Q: 3 clusters Score -5131856 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -5131845.000000 Penalty: 1024.723755
	Iteration 35Q: 3 clusters Score -5131845 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68688 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -5131842.500000 Penalty: 1024.723755
	Iteration 36Q: 3 clusters Score -5131842 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68839 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -5131829.000000 Penalty: 1024.723755
	Iteration 37Q: 3 clusters Score -5131829 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -5131854.000000 Penalty: 1024.723755
	Iteration 38Q: 3 clusters Score -5131854 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69246 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -5131870.000000 Penalty: 1024.723755
	Iteration 39Q: 3 clusters Score -5131870 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69470 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -5131894.500000 Penalty: 1024.723755
	Iteration 40F: 3 clusters Score -5131894 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69707 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5131895 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69914 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -5131876.500000 Penalty: 1024.723755
	Iteration 42Q: 3 clusters Score -5131876 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -5131816.000000 Penalty: 1024.723755
	Iteration 43Q: 3 clusters Score -5131816 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70232 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -5131789.500000 Penalty: 1024.723755
	Iteration 44Q: 3 clusters Score -5131790 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70381 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -5131768.500000 Penalty: 1024.723755
	Iteration 45Q: 3 clusters Score -5131768 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70520 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -5131702.500000 Penalty: 1024.723755
	Iteration 46Q: 3 clusters Score -5131702 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -5131672.000000 Penalty: 1024.723755
	Iteration 47Q: 3 clusters Score -5131672 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70885 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -5131634.000000 Penalty: 1024.723755
	Iteration 48Q: 3 clusters Score -5131634 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71060 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -5131588.000000 Penalty: 1024.723755
	Iteration 49Q: 3 clusters Score -5131588 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71290 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5131537 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71500 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -5131528.500000 Penalty: 1024.723755
	Iteration 51Q: 3 clusters Score -5131528 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -5131572.500000 Penalty: 1024.723755
	Iteration 52Q: 3 clusters Score -5131572 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -5131564.500000 Penalty: 1024.723755
	Iteration 53Q: 3 clusters Score -5131564 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72275 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5131596 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72570 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -5131623.500000 Penalty: 1024.723755
	Iteration 55Q: 3 clusters Score -5131624 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72880 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -5131670.000000 Penalty: 1024.723755
	Iteration 56Q: 3 clusters Score -5131670 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73185 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -5131708.500000 Penalty: 1024.723755
	Iteration 57Q: 3 clusters Score -5131708 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73449 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -5131710.500000 Penalty: 1024.723755
	Iteration 58Q: 3 clusters Score -5131710 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73727 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -5131702.000000 Penalty: 1024.723755
	Iteration 59Q: 3 clusters Score -5131702 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -5131678.500000 Penalty: 1024.723755
	Iteration 60F: 3 clusters Score -5131678 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -5131723.000000 Penalty: 1024.723755
	Iteration 61Q: 3 clusters Score -5131723 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5131736 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74857 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -5131715.500000 Penalty: 1024.723755
	Iteration 63Q: 3 clusters Score -5131716 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75132 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5131770 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5131964.000000 Penalty: 1024.723755
	Iteration 65Q: 3 clusters Score -5131964 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75597 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5132070 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5132256 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75965 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5132363.500000 Penalty: 1024.723755
	Iteration 68Q: 3 clusters Score -5132364 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5132397.500000 Penalty: 1024.723755
	Iteration 69Q: 3 clusters Score -5132398 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76193 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5132460.000000 Penalty: 1024.723755
	Iteration 70Q: 3 clusters Score -5132460 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5132501.000000 Penalty: 1024.723755
	Iteration 71Q: 3 clusters Score -5132501 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5132526.000000 Penalty: 1024.723755
	Iteration 72Q: 3 clusters Score -5132526 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76454 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5132569.500000 Penalty: 1024.723755
	Iteration 73Q: 3 clusters Score -5132570 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76529 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5132616.500000 Penalty: 1024.723755
	Iteration 74Q: 3 clusters Score -5132616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5132642.000000 Penalty: 1024.723755
	Iteration 75Q: 3 clusters Score -5132642 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5132664.000000 Penalty: 1024.723755
	Iteration 76Q: 3 clusters Score -5132664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76675 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5132681.000000 Penalty: 1024.723755
	Iteration 77Q: 3 clusters Score -5132681 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5132686.500000 Penalty: 1024.723755
	Iteration 78Q: 3 clusters Score -5132686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76736 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5132693.500000 Penalty: 1024.723755
	Iteration 79Q: 3 clusters Score -5132694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76759 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5132701.500000 Penalty: 1024.723755
	Iteration 80F: 3 clusters Score -5132702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76780 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5132706.000000 Penalty: 1024.723755
	Iteration 81Q: 3 clusters Score -5132706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76810 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5132721.000000 Penalty: 1024.723755
	Iteration 82Q: 3 clusters Score -5132721 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76848 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5132743.500000 Penalty: 1024.723755
	Iteration 83Q: 3 clusters Score -5132744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76886 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5132755.500000 Penalty: 1024.723755
	Iteration 84Q: 3 clusters Score -5132756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76928 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5132785.500000 Penalty: 1024.723755
	Iteration 85Q: 3 clusters Score -5132786 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76969 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5132804.000000 Penalty: 1024.723755
	Iteration 86Q: 3 clusters Score -5132804 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5132828.500000 Penalty: 1024.723755
	Iteration 87Q: 3 clusters Score -5132828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5132843.000000 Penalty: 1024.723755
	Iteration 88Q: 3 clusters Score -5132843 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5132849.000000 Penalty: 1024.723755
	Iteration 89Q: 3 clusters Score -5132849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5132876.000000 Penalty: 1024.723755
	Iteration 90Q: 3 clusters Score -5132876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5132882.500000 Penalty: 1024.723755
	Iteration 91Q: 3 clusters Score -5132882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5132888.500000 Penalty: 1024.723755
	Iteration 92Q: 3 clusters Score -5132888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77168 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5132892.500000 Penalty: 1024.723755
	Iteration 93Q: 3 clusters Score -5132892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77180 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5132897.500000 Penalty: 1024.723755
	Iteration 94Q: 3 clusters Score -5132898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77191 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5132902.500000 Penalty: 1024.723755
	Iteration 95Q: 3 clusters Score -5132902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77199 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5132907.500000 Penalty: 1024.723755
	Iteration 96Q: 3 clusters Score -5132908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77202 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5132912.000000 Penalty: 1024.723755
	Iteration 97Q: 3 clusters Score -5132912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77209 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5132915.500000 Penalty: 1024.723755
	Iteration 98Q: 3 clusters Score -5132916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5132914.500000 Penalty: 1024.723755
	Iteration 99Q: 3 clusters Score -5132914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77218 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5132918.000000 Penalty: 1024.723755
	Iteration 100F: 3 clusters Score -5132918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77222 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5132920.000000 Penalty: 1024.723755
	Iteration 101Q: 3 clusters Score -5132920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77229 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5132926.500000 Penalty: 1024.723755
	Iteration 102Q: 3 clusters Score -5132926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77233 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5132926.000000 Penalty: 1024.723755
	Iteration 103Q: 3 clusters Score -5132926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77235 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5132923.500000 Penalty: 1024.723755
	Iteration 104Q: 3 clusters Score -5132924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77236 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5132925.500000 Penalty: 1024.723755
	Iteration 105Q: 3 clusters Score -5132926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77237 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5132927.500000 Penalty: 1024.723755
	Iteration 106Q: 3 clusters Score -5132928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77241 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5132933.500000 Penalty: 1024.723755
	Iteration 107Q: 3 clusters Score -5132934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77243 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5132930.000000 Penalty: 1024.723755
	Iteration 108Q: 3 clusters Score -5132930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77244 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5132932.000000 Penalty: 1024.723755
	Iteration 109Q: 3 clusters Score -5132932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77246 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5132935.000000 Penalty: 1024.723755
	Iteration 110Q: 3 clusters Score -5132935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77247 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5132936.500000 Penalty: 1024.723755
	Iteration 111Q: 3 clusters Score -5132936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5132937.000000 Penalty: 1024.723755
	Iteration 112Q: 3 clusters Score -5132937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77254 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5132941.500000 Penalty: 1024.723755
	Iteration 113Q: 3 clusters Score -5132942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5132941.000000 Penalty: 1024.723755
	Iteration 114Q: 3 clusters Score -5132941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5132940.500000 Penalty: 1024.723755
	Iteration 115Q: 3 clusters Score -5132940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5132939.500000 Penalty: 1024.723755
	Iteration 116Q: 3 clusters Score -5132940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77253 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5132937.000000 Penalty: 1024.723755
	Iteration 117Q: 3 clusters Score -5132937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77255 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5132944.000000 Penalty: 1024.723755
	Iteration 118Q: 3 clusters Score -5132944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77255 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5132944.000000 Penalty: 1024.723755
	Iteration 119F: 3 clusters Score -5132944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -16739.041016 Penalty: 265.616730
	Iteration 0F: 2 clusters Score -16739.04 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 193 members 
Entering Unmasked Estep 
Score: -16358.813477 Penalty: 531.233459
	Iteration 0F: 3 clusters Score -16358.81 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16481.748047 Penalty: 531.233459
	Iteration 1F: 3 clusters Score -16481.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16514.830078 Penalty: 531.233459
	Iteration 2F: 3 clusters Score -16514.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16536.132812 Penalty: 531.233459
	Iteration 3F: 3 clusters Score -16536.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16541.609375 Penalty: 531.233459
	Iteration 4Q: 3 clusters Score -16541.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16546.136719 Penalty: 531.233459
	Iteration 5Q: 3 clusters Score -16546.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16549.328125 Penalty: 531.233459
	Iteration 6Q: 3 clusters Score -16549.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16553.261719 Penalty: 531.233459
	Iteration 7Q: 3 clusters Score -16553.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16556.923828 Penalty: 531.233459
	Iteration 8Q: 3 clusters Score -16556.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16572.175781 Penalty: 531.233459
	Iteration 9Q: 3 clusters Score -16572.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16575.814453 Penalty: 531.233459
	Iteration 10Q: 3 clusters Score -16575.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16579.031250 Penalty: 531.233459
	Iteration 11Q: 3 clusters Score -16579.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16580.576172 Penalty: 531.233459
	Iteration 12Q: 3 clusters Score -16580.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -16580.810547 Penalty: 531.233459
	Iteration 13Q: 3 clusters Score -16580.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16581.310547 Penalty: 531.233459
	Iteration 14Q: 3 clusters Score -16581.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -16581.927734 Penalty: 531.233459
	Iteration 15Q: 3 clusters Score -16581.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -16581.927734 Penalty: 531.233459
	Iteration 16F: 3 clusters Score -16581.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7348.065918 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7348.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7112.280273 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -7112.28 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7166.380371 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -7166.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7233.245117 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -7233.245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7246.068359 Penalty: 453.508209
	Iteration 3F: 3 clusters Score -7246.068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7271.849609 Penalty: 453.508209
	Iteration 4F: 3 clusters Score -7271.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -7289.097656 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -7289.098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -7289.097656 Penalty: 453.508209
	Iteration 6F: 3 clusters Score -7289.098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12137.395508 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -12137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11845.820312 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -11845.82 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11893.942383 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -11893.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11906.231445 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -11906.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11915.705078 Penalty: 487.877594
	Iteration 3Q: 3 clusters Score -11915.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11928.349609 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -11928.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11934.553711 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -11934.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11937.476562 Penalty: 487.877594
	Iteration 6Q: 3 clusters Score -11937.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11938.374023 Penalty: 487.877594
	Iteration 7Q: 3 clusters Score -11938.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11938.374023 Penalty: 487.877594
	Iteration 8F: 3 clusters Score -11938.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Entering Unmasked Estep 
Score: -282723.687500 Penalty: 381.404602
	Iteration 0F: 2 clusters Score -282723.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -279773.750000 Penalty: 762.809204
	Iteration 0F: 3 clusters Score -279773.8 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -280769.187500 Penalty: 762.809204
	Iteration 1F: 3 clusters Score -280769.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -280856.343750 Penalty: 762.809204
	Iteration 2F: 3 clusters Score -280856.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -280941.593750 Penalty: 762.809204
	Iteration 3Q: 3 clusters Score -280941.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -281012.718750 Penalty: 762.809204
	Iteration 4Q: 3 clusters Score -281012.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -281084.218750 Penalty: 762.809204
	Iteration 5Q: 3 clusters Score -281084.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -281159.406250 Penalty: 762.809204
	Iteration 6Q: 3 clusters Score -281159.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -281238.562500 Penalty: 762.809204
	Iteration 7Q: 3 clusters Score -281238.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -281319.843750 Penalty: 762.809204
	Iteration 8Q: 3 clusters Score -281319.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -281442.812500 Penalty: 762.809204
	Iteration 9Q: 3 clusters Score -281442.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -281614.218750 Penalty: 762.809204
	Iteration 10F: 3 clusters Score -281614.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -281752.062500 Penalty: 762.809204
	Iteration 11Q: 3 clusters Score -281752.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -281834.625000 Penalty: 762.809204
	Iteration 12Q: 3 clusters Score -281834.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -281891.312500 Penalty: 762.809204
	Iteration 13Q: 3 clusters Score -281891.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -281950.250000 Penalty: 762.809204
	Iteration 14Q: 3 clusters Score -281950.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -282001.531250 Penalty: 762.809204
	Iteration 15Q: 3 clusters Score -282001.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -282052.156250 Penalty: 762.809204
	Iteration 16Q: 3 clusters Score -282052.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -282106.843750 Penalty: 762.809204
	Iteration 17Q: 3 clusters Score -282106.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -282174.593750 Penalty: 762.809204
	Iteration 18Q: 3 clusters Score -282174.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -282254.968750 Penalty: 762.809204
	Iteration 19Q: 3 clusters Score -282255 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -282336.812500 Penalty: 762.809204
	Iteration 20F: 3 clusters Score -282336.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -282398.125000 Penalty: 762.809204
	Iteration 21Q: 3 clusters Score -282398.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -282446.656250 Penalty: 762.809204
	Iteration 22Q: 3 clusters Score -282446.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -282480.750000 Penalty: 762.809204
	Iteration 23Q: 3 clusters Score -282480.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -282496.875000 Penalty: 762.809204
	Iteration 24Q: 3 clusters Score -282496.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -282509.250000 Penalty: 762.809204
	Iteration 25Q: 3 clusters Score -282509.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -282516.156250 Penalty: 762.809204
	Iteration 26Q: 3 clusters Score -282516.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -282520.593750 Penalty: 762.809204
	Iteration 27Q: 3 clusters Score -282520.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -282524.250000 Penalty: 762.809204
	Iteration 28Q: 3 clusters Score -282524.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -282527.968750 Penalty: 762.809204
	Iteration 29Q: 3 clusters Score -282528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -282530.500000 Penalty: 762.809204
	Iteration 30Q: 3 clusters Score -282530.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -282532.156250 Penalty: 762.809204
	Iteration 31Q: 3 clusters Score -282532.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -282532.625000 Penalty: 762.809204
	Iteration 32Q: 3 clusters Score -282532.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -282532.562500 Penalty: 762.809204
	Iteration 33Q: 3 clusters Score -282532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -282532.843750 Penalty: 762.809204
	Iteration 34Q: 3 clusters Score -282532.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -282532.281250 Penalty: 762.809204
	Iteration 35Q: 3 clusters Score -282532.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -282532.562500 Penalty: 762.809204
	Iteration 36Q: 3 clusters Score -282532.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -282532.562500 Penalty: 762.809204
	Iteration 37F: 3 clusters Score -282532.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -37541.031250 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -37541.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -36931.796875 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -36931.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -37079.980469 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -37079.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -37114.433594 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -37114.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37137.613281 Penalty: 594.970703
	Iteration 3Q: 3 clusters Score -37137.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37159.808594 Penalty: 594.970703
	Iteration 4Q: 3 clusters Score -37159.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37174.562500 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -37174.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37186.894531 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -37186.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37198.937500 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -37198.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37211.359375 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -37211.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37222.550781 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -37222.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -37233.203125 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -37233.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37241.093750 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -37241.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37245.656250 Penalty: 594.970703
	Iteration 12Q: 3 clusters Score -37245.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37246.445312 Penalty: 594.970703
	Iteration 13Q: 3 clusters Score -37246.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37246.445312 Penalty: 594.970703
	Iteration 14F: 3 clusters Score -37246.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Entering Unmasked Estep 
Score: -2576856.750000 Penalty: 480.886292
	Iteration 0F: 2 clusters Score -2576857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2550633.000000 Penalty: 961.772583
	Iteration 0F: 3 clusters Score -2550633 nChanged 18931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2561624.000000 Penalty: 961.772583
	Iteration 1F: 3 clusters Score -2561624 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2561877.500000 Penalty: 961.772583
	Iteration 2Q: 3 clusters Score -2561878 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2562149.500000 Penalty: 961.772583
	Iteration 3Q: 3 clusters Score -2562150 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2562484.500000 Penalty: 961.772583
	Iteration 4Q: 3 clusters Score -2562484 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2562851.750000 Penalty: 961.772583
	Iteration 5Q: 3 clusters Score -2562852 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2563217.250000 Penalty: 961.772583
	Iteration 6Q: 3 clusters Score -2563217 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2563595.500000 Penalty: 961.772583
	Iteration 7Q: 3 clusters Score -2563596 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2563943.500000 Penalty: 961.772583
	Iteration 8Q: 3 clusters Score -2563944 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2564315.250000 Penalty: 961.772583
	Iteration 9Q: 3 clusters Score -2564315 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -2564669.750000 Penalty: 961.772583
	Iteration 10Q: 3 clusters Score -2564670 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -2565013.750000 Penalty: 961.772583
	Iteration 11Q: 3 clusters Score -2565014 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -2565349.000000 Penalty: 961.772583
	Iteration 12Q: 3 clusters Score -2565349 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -2565778.000000 Penalty: 961.772583
	Iteration 13Q: 3 clusters Score -2565778 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -2566394.750000 Penalty: 961.772583
	Iteration 14Q: 3 clusters Score -2566395 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -2567381.250000 Penalty: 961.772583
	Iteration 15Q: 3 clusters Score -2567381 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -2568576.750000 Penalty: 961.772583
	Iteration 16Q: 3 clusters Score -2568577 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -2569518.750000 Penalty: 961.772583
	Iteration 17Q: 3 clusters Score -2569519 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -2569958.000000 Penalty: 961.772583
	Iteration 18Q: 3 clusters Score -2569958 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -2570193.000000 Penalty: 961.772583
	Iteration 19Q: 3 clusters Score -2570193 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -2570419.250000 Penalty: 961.772583
	Iteration 20F: 3 clusters Score -2570419 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -2570631.500000 Penalty: 961.772583
	Iteration 21Q: 3 clusters Score -2570632 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -2570863.750000 Penalty: 961.772583
	Iteration 22Q: 3 clusters Score -2570864 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -2571154.250000 Penalty: 961.772583
	Iteration 23Q: 3 clusters Score -2571154 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -2571457.500000 Penalty: 961.772583
	Iteration 24Q: 3 clusters Score -2571458 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -2571802.250000 Penalty: 961.772583
	Iteration 25Q: 3 clusters Score -2571802 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -2572171.250000 Penalty: 961.772583
	Iteration 26Q: 3 clusters Score -2572171 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -2572578.000000 Penalty: 961.772583
	Iteration 27Q: 3 clusters Score -2572578 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -2573017.250000 Penalty: 961.772583
	Iteration 28Q: 3 clusters Score -2573017 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -2573483.250000 Penalty: 961.772583
	Iteration 29Q: 3 clusters Score -2573483 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -2573967.750000 Penalty: 961.772583
	Iteration 30Q: 3 clusters Score -2573968 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -2574432.250000 Penalty: 961.772583
	Iteration 31Q: 3 clusters Score -2574432 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -2574878.000000 Penalty: 961.772583
	Iteration 32Q: 3 clusters Score -2574878 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -2575318.750000 Penalty: 961.772583
	Iteration 33Q: 3 clusters Score -2575319 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -2575685.500000 Penalty: 961.772583
	Iteration 34Q: 3 clusters Score -2575686 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -2575914.500000 Penalty: 961.772583
	Iteration 35Q: 3 clusters Score -2575914 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -2576085.500000 Penalty: 961.772583
	Iteration 36Q: 3 clusters Score -2576086 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -2576206.000000 Penalty: 961.772583
	Iteration 37Q: 3 clusters Score -2576206 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -2576281.250000 Penalty: 961.772583
	Iteration 38Q: 3 clusters Score -2576281 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -2576332.750000 Penalty: 961.772583
	Iteration 39Q: 3 clusters Score -2576333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -2576351.750000 Penalty: 961.772583
	Iteration 40F: 3 clusters Score -2576352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -2576368.000000 Penalty: 961.772583
	Iteration 41Q: 3 clusters Score -2576368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -2576382.500000 Penalty: 961.772583
	Iteration 42Q: 3 clusters Score -2576382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -2576392.750000 Penalty: 961.772583
	Iteration 43Q: 3 clusters Score -2576393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -2576403.000000 Penalty: 961.772583
	Iteration 44Q: 3 clusters Score -2576403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -2576412.000000 Penalty: 961.772583
	Iteration 45Q: 3 clusters Score -2576412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -2576420.000000 Penalty: 961.772583
	Iteration 46Q: 3 clusters Score -2576420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -2576430.250000 Penalty: 961.772583
	Iteration 47Q: 3 clusters Score -2576430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -2576438.000000 Penalty: 961.772583
	Iteration 48Q: 3 clusters Score -2576438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -2576441.250000 Penalty: 961.772583
	Iteration 49Q: 3 clusters Score -2576441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -2576447.500000 Penalty: 961.772583
	Iteration 50Q: 3 clusters Score -2576448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -2576450.250000 Penalty: 961.772583
	Iteration 51Q: 3 clusters Score -2576450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -2576451.750000 Penalty: 961.772583
	Iteration 52Q: 3 clusters Score -2576452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -2576453.000000 Penalty: 961.772583
	Iteration 53Q: 3 clusters Score -2576453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -2576454.500000 Penalty: 961.772583
	Iteration 54Q: 3 clusters Score -2576454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -2576460.000000 Penalty: 961.772583
	Iteration 55Q: 3 clusters Score -2576460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -2576462.000000 Penalty: 961.772583
	Iteration 56Q: 3 clusters Score -2576462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -2576466.250000 Penalty: 961.772583
	Iteration 57Q: 3 clusters Score -2576466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -2576468.000000 Penalty: 961.772583
	Iteration 58Q: 3 clusters Score -2576468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -2576468.000000 Penalty: 961.772583
	Iteration 59F: 3 clusters Score -2576468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Entering Unmasked Estep 
Score: -292438.937500 Penalty: 383.370972
	Iteration 0F: 2 clusters Score -292438.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -289383.468750 Penalty: 766.741943
	Iteration 0F: 3 clusters Score -289383.5 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -290399.218750 Penalty: 766.741943
	Iteration 1F: 3 clusters Score -290399.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -290489.656250 Penalty: 766.741943
	Iteration 2F: 3 clusters Score -290489.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -290571.062500 Penalty: 766.741943
	Iteration 3Q: 3 clusters Score -290571.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -290654.437500 Penalty: 766.741943
	Iteration 4Q: 3 clusters Score -290654.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -290752.687500 Penalty: 766.741943
	Iteration 5Q: 3 clusters Score -290752.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -290888.281250 Penalty: 766.741943
	Iteration 6F: 3 clusters Score -290888.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -291028.812500 Penalty: 766.741943
	Iteration 7Q: 3 clusters Score -291028.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -291217.906250 Penalty: 766.741943
	Iteration 8F: 3 clusters Score -291217.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -291406.843750 Penalty: 766.741943
	Iteration 9F: 3 clusters Score -291406.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -291541.031250 Penalty: 766.741943
	Iteration 10Q: 3 clusters Score -291541 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -291612.500000 Penalty: 766.741943
	Iteration 11Q: 3 clusters Score -291612.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -291656.750000 Penalty: 766.741943
	Iteration 12Q: 3 clusters Score -291656.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -291679.687500 Penalty: 766.741943
	Iteration 13Q: 3 clusters Score -291679.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -291694.906250 Penalty: 766.741943
	Iteration 14Q: 3 clusters Score -291694.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -291714.218750 Penalty: 766.741943
	Iteration 15Q: 3 clusters Score -291714.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -291728.468750 Penalty: 766.741943
	Iteration 16Q: 3 clusters Score -291728.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -291744.968750 Penalty: 766.741943
	Iteration 17Q: 3 clusters Score -291745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -291759.968750 Penalty: 766.741943
	Iteration 18Q: 3 clusters Score -291760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -291778.906250 Penalty: 766.741943
	Iteration 19Q: 3 clusters Score -291778.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -291794.843750 Penalty: 766.741943
	Iteration 20F: 3 clusters Score -291794.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -291807.687500 Penalty: 766.741943
	Iteration 21Q: 3 clusters Score -291807.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -291816.156250 Penalty: 766.741943
	Iteration 22Q: 3 clusters Score -291816.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -291827.875000 Penalty: 766.741943
	Iteration 23Q: 3 clusters Score -291827.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -291843.093750 Penalty: 766.741943
	Iteration 24Q: 3 clusters Score -291843.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -291866.875000 Penalty: 766.741943
	Iteration 25Q: 3 clusters Score -291866.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -291887.031250 Penalty: 766.741943
	Iteration 26Q: 3 clusters Score -291887 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -291899.062500 Penalty: 766.741943
	Iteration 27Q: 3 clusters Score -291899.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -291916.250000 Penalty: 766.741943
	Iteration 28Q: 3 clusters Score -291916.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -291932.843750 Penalty: 766.741943
	Iteration 29Q: 3 clusters Score -291932.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -291953.312500 Penalty: 766.741943
	Iteration 30Q: 3 clusters Score -291953.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -291980.781250 Penalty: 766.741943
	Iteration 31Q: 3 clusters Score -291980.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -292004.656250 Penalty: 766.741943
	Iteration 32Q: 3 clusters Score -292004.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -292025.343750 Penalty: 766.741943
	Iteration 33Q: 3 clusters Score -292025.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -292038.468750 Penalty: 766.741943
	Iteration 34Q: 3 clusters Score -292038.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -292049.156250 Penalty: 766.741943
	Iteration 35Q: 3 clusters Score -292049.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -292058.968750 Penalty: 766.741943
	Iteration 36Q: 3 clusters Score -292059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -292065.093750 Penalty: 766.741943
	Iteration 37Q: 3 clusters Score -292065.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -292069.031250 Penalty: 766.741943
	Iteration 38Q: 3 clusters Score -292069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -292072.218750 Penalty: 766.741943
	Iteration 39Q: 3 clusters Score -292072.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -292075.937500 Penalty: 766.741943
	Iteration 40F: 3 clusters Score -292075.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -292078.437500 Penalty: 766.741943
	Iteration 41Q: 3 clusters Score -292078.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -292079.687500 Penalty: 766.741943
	Iteration 42Q: 3 clusters Score -292079.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -292082.468750 Penalty: 766.741943
	Iteration 43Q: 3 clusters Score -292082.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -292084.531250 Penalty: 766.741943
	Iteration 44Q: 3 clusters Score -292084.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -292090.750000 Penalty: 766.741943
	Iteration 45Q: 3 clusters Score -292090.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -292098.218750 Penalty: 766.741943
	Iteration 46Q: 3 clusters Score -292098.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -292101.406250 Penalty: 766.741943
	Iteration 47Q: 3 clusters Score -292101.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -292102.937500 Penalty: 766.741943
	Iteration 48Q: 3 clusters Score -292102.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -292105.843750 Penalty: 766.741943
	Iteration 49Q: 3 clusters Score -292105.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -292107.937500 Penalty: 766.741943
	Iteration 50Q: 3 clusters Score -292107.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -292111.968750 Penalty: 766.741943
	Iteration 51Q: 3 clusters Score -292112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -292113.812500 Penalty: 766.741943
	Iteration 52Q: 3 clusters Score -292113.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -292115.343750 Penalty: 766.741943
	Iteration 53Q: 3 clusters Score -292115.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -292116.218750 Penalty: 766.741943
	Iteration 54Q: 3 clusters Score -292116.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -292117.468750 Penalty: 766.741943
	Iteration 55Q: 3 clusters Score -292117.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -292117.687500 Penalty: 766.741943
	Iteration 56Q: 3 clusters Score -292117.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -292118.875000 Penalty: 766.741943
	Iteration 57Q: 3 clusters Score -292118.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -292120.156250 Penalty: 766.741943
	Iteration 58Q: 3 clusters Score -292120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -292121.906250 Penalty: 766.741943
	Iteration 59Q: 3 clusters Score -292121.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -292122.906250 Penalty: 766.741943
	Iteration 60F: 3 clusters Score -292122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -292124.812500 Penalty: 766.741943
	Iteration 61Q: 3 clusters Score -292124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -292126.468750 Penalty: 766.741943
	Iteration 62Q: 3 clusters Score -292126.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -292127.437500 Penalty: 766.741943
	Iteration 63Q: 3 clusters Score -292127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -292128.281250 Penalty: 766.741943
	Iteration 64Q: 3 clusters Score -292128.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -292129.156250 Penalty: 766.741943
	Iteration 65Q: 3 clusters Score -292129.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -292129.906250 Penalty: 766.741943
	Iteration 66Q: 3 clusters Score -292129.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -292130.750000 Penalty: 766.741943
	Iteration 67Q: 3 clusters Score -292130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -292132.000000 Penalty: 766.741943
	Iteration 68Q: 3 clusters Score -292132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -292133.281250 Penalty: 766.741943
	Iteration 69Q: 3 clusters Score -292133.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -292133.812500 Penalty: 766.741943
	Iteration 70Q: 3 clusters Score -292133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -292134.343750 Penalty: 766.741943
	Iteration 71Q: 3 clusters Score -292134.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -292134.343750 Penalty: 766.741943
	Iteration 72F: 3 clusters Score -292134.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (38273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Entering Unmasked Estep 
Score: -2512063.750000 Penalty: 480.138733
	Iteration 0F: 2 clusters Score -2512064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2486370.250000 Penalty: 960.277466
	Iteration 0F: 3 clusters Score -2486370 nChanged 18487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2497470.250000 Penalty: 960.277466
	Iteration 1F: 3 clusters Score -2497470 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2498048.500000 Penalty: 960.277466
	Iteration 2Q: 3 clusters Score -2498048 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -2498836.750000 Penalty: 960.277466
	Iteration 3F: 3 clusters Score -2498837 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -2500012.500000 Penalty: 960.277466
	Iteration 4F: 3 clusters Score -2500012 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -2501776.500000 Penalty: 960.277466
	Iteration 5F: 3 clusters Score -2501776 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -2504301.250000 Penalty: 960.277466
	Iteration 6F: 3 clusters Score -2504301 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -2507277.000000 Penalty: 960.277466
	Iteration 7F: 3 clusters Score -2507277 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -2509629.250000 Penalty: 960.277466
	Iteration 8F: 3 clusters Score -2509629 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -2510907.500000 Penalty: 960.277466
	Iteration 9Q: 3 clusters Score -2510908 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -2511388.250000 Penalty: 960.277466
	Iteration 10Q: 3 clusters Score -2511388 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -2511523.250000 Penalty: 960.277466
	Iteration 11Q: 3 clusters Score -2511523 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -2511577.750000 Penalty: 960.277466
	Iteration 12Q: 3 clusters Score -2511578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -2511596.500000 Penalty: 960.277466
	Iteration 13Q: 3 clusters Score -2511596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -2511606.750000 Penalty: 960.277466
	Iteration 14Q: 3 clusters Score -2511607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -2511615.500000 Penalty: 960.277466
	Iteration 15Q: 3 clusters Score -2511616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -2511619.750000 Penalty: 960.277466
	Iteration 16Q: 3 clusters Score -2511620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -2511625.000000 Penalty: 960.277466
	Iteration 17Q: 3 clusters Score -2511625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -2511625.000000 Penalty: 960.277466
	Iteration 18Q: 3 clusters Score -2511625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -2511625.000000 Penalty: 960.277466
	Iteration 19F: 3 clusters Score -2511625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Entering Unmasked Estep 
Score: -99508.898438 Penalty: 334.942566
	Iteration 0F: 2 clusters Score -99508.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -98317.078125 Penalty: 669.885132
	Iteration 0F: 3 clusters Score -98317.08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -98682.765625 Penalty: 669.885132
	Iteration 1F: 3 clusters Score -98682.77 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -98769.656250 Penalty: 669.885132
	Iteration 2F: 3 clusters Score -98769.66 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -98841.679688 Penalty: 669.885132
	Iteration 3F: 3 clusters Score -98841.68 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -98905.664062 Penalty: 669.885132
	Iteration 4F: 3 clusters Score -98905.66 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -98973.757812 Penalty: 669.885132
	Iteration 5F: 3 clusters Score -98973.76 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -99056.257812 Penalty: 669.885132
	Iteration 6F: 3 clusters Score -99056.26 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -99139.578125 Penalty: 669.885132
	Iteration 7F: 3 clusters Score -99139.58 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -99214.898438 Penalty: 669.885132
	Iteration 8F: 3 clusters Score -99214.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -99269.640625 Penalty: 669.885132
	Iteration 9Q: 3 clusters Score -99269.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -99299.937500 Penalty: 669.885132
	Iteration 10Q: 3 clusters Score -99299.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -99324.382812 Penalty: 669.885132
	Iteration 11Q: 3 clusters Score -99324.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -99340.414062 Penalty: 669.885132
	Iteration 12Q: 3 clusters Score -99340.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -99355.992188 Penalty: 669.885132
	Iteration 13Q: 3 clusters Score -99355.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -99363.812500 Penalty: 669.885132
	Iteration 14Q: 3 clusters Score -99363.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -99371.796875 Penalty: 669.885132
	Iteration 15Q: 3 clusters Score -99371.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -99378.812500 Penalty: 669.885132
	Iteration 16Q: 3 clusters Score -99378.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -99387.570312 Penalty: 669.885132
	Iteration 17Q: 3 clusters Score -99387.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -99396.789062 Penalty: 669.885132
	Iteration 18Q: 3 clusters Score -99396.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -99406.554688 Penalty: 669.885132
	Iteration 19Q: 3 clusters Score -99406.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -99411.226562 Penalty: 669.885132
	Iteration 20F: 3 clusters Score -99411.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -99413.304688 Penalty: 669.885132
	Iteration 21Q: 3 clusters Score -99413.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -99415.343750 Penalty: 669.885132
	Iteration 22Q: 3 clusters Score -99415.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -99419.335938 Penalty: 669.885132
	Iteration 23Q: 3 clusters Score -99419.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -99420.757812 Penalty: 669.885132
	Iteration 24Q: 3 clusters Score -99420.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -99421.468750 Penalty: 669.885132
	Iteration 25Q: 3 clusters Score -99421.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -99422.046875 Penalty: 669.885132
	Iteration 26Q: 3 clusters Score -99422.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -99422.398438 Penalty: 669.885132
	Iteration 27Q: 3 clusters Score -99422.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -99424.359375 Penalty: 669.885132
	Iteration 28Q: 3 clusters Score -99424.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -99425.820312 Penalty: 669.885132
	Iteration 29Q: 3 clusters Score -99425.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -99426.171875 Penalty: 669.885132
	Iteration 30Q: 3 clusters Score -99426.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -99426.171875 Penalty: 669.885132
	Iteration 31F: 3 clusters Score -99426.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -6493.074707 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -6493.075 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: -6253.854492 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -6253.854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6285.737305 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -6285.737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6295.733398 Penalty: 432.576691
	Iteration 2Q: 3 clusters Score -6295.733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6308.535156 Penalty: 432.576691
	Iteration 3F: 3 clusters Score -6308.535 nChanged 4
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: -6314.210449 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -6314.21 nChanged 0
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: -6314.210449 Penalty: 432.576691
	Iteration 5F: 3 clusters Score -6314.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Entering Unmasked Estep 
Score: -1222875.625000 Penalty: 446.541992
	Iteration 0F: 2 clusters Score -1222876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1210710.000000 Penalty: 893.083984
	Iteration 0F: 3 clusters Score -1210710 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1215780.750000 Penalty: 893.083984
	Iteration 1F: 3 clusters Score -1215781 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1216099.375000 Penalty: 893.083984
	Iteration 2Q: 3 clusters Score -1216099 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1216578.000000 Penalty: 893.083984
	Iteration 3Q: 3 clusters Score -1216578 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1217314.375000 Penalty: 893.083984
	Iteration 4F: 3 clusters Score -1217314 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1218374.750000 Penalty: 893.083984
	Iteration 5F: 3 clusters Score -1218375 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1219545.500000 Penalty: 893.083984
	Iteration 6F: 3 clusters Score -1219546 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1220519.375000 Penalty: 893.083984
	Iteration 7F: 3 clusters Score -1220519 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1221165.750000 Penalty: 893.083984
	Iteration 8Q: 3 clusters Score -1221166 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1221596.125000 Penalty: 893.083984
	Iteration 9Q: 3 clusters Score -1221596 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1221869.375000 Penalty: 893.083984
	Iteration 10Q: 3 clusters Score -1221869 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1222067.625000 Penalty: 893.083984
	Iteration 11Q: 3 clusters Score -1222068 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1222227.625000 Penalty: 893.083984
	Iteration 12Q: 3 clusters Score -1222228 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1222311.500000 Penalty: 893.083984
	Iteration 13Q: 3 clusters Score -1222312 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1222367.375000 Penalty: 893.083984
	Iteration 14Q: 3 clusters Score -1222367 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1222408.250000 Penalty: 893.083984
	Iteration 15Q: 3 clusters Score -1222408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1222438.625000 Penalty: 893.083984
	Iteration 16Q: 3 clusters Score -1222439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1222457.625000 Penalty: 893.083984
	Iteration 17Q: 3 clusters Score -1222458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1222480.875000 Penalty: 893.083984
	Iteration 18Q: 3 clusters Score -1222481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1222487.625000 Penalty: 893.083984
	Iteration 19Q: 3 clusters Score -1222488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1222497.625000 Penalty: 893.083984
	Iteration 20F: 3 clusters Score -1222498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1222502.000000 Penalty: 893.083984
	Iteration 21Q: 3 clusters Score -1222502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -1222510.500000 Penalty: 893.083984
	Iteration 22Q: 3 clusters Score -1222510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1222510.500000 Penalty: 893.083984
	Iteration 23Q: 3 clusters Score -1222510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1222514.500000 Penalty: 893.083984
	Iteration 24Q: 3 clusters Score -1222514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -1222520.875000 Penalty: 893.083984
	Iteration 25Q: 3 clusters Score -1222521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -1222522.625000 Penalty: 893.083984
	Iteration 26Q: 3 clusters Score -1222523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1222524.375000 Penalty: 893.083984
	Iteration 27Q: 3 clusters Score -1222524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1222526.125000 Penalty: 893.083984
	Iteration 28Q: 3 clusters Score -1222526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -1222527.875000 Penalty: 893.083984
	Iteration 29Q: 3 clusters Score -1222528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -1222527.875000 Penalty: 893.083984
	Iteration 30F: 3 clusters Score -1222528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (14979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Entering Unmasked Estep 
Score: -1008806.062500 Penalty: 437.455414
	Iteration 0F: 2 clusters Score -1008806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -998771.625000 Penalty: 874.910828
	Iteration 0F: 3 clusters Score -998771.6 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1002741.000000 Penalty: 874.910828
	Iteration 1F: 3 clusters Score -1002741 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1002937.625000 Penalty: 874.910828
	Iteration 2Q: 3 clusters Score -1002938 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1003219.125000 Penalty: 874.910828
	Iteration 3Q: 3 clusters Score -1003219 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1003665.437500 Penalty: 874.910828
	Iteration 4F: 3 clusters Score -1003665 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1004343.875000 Penalty: 874.910828
	Iteration 5F: 3 clusters Score -1004344 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1005272.500000 Penalty: 874.910828
	Iteration 6F: 3 clusters Score -1005272 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1006239.562500 Penalty: 874.910828
	Iteration 7F: 3 clusters Score -1006240 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1007076.687500 Penalty: 874.910828
	Iteration 8F: 3 clusters Score -1007077 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1007632.375000 Penalty: 874.910828
	Iteration 9Q: 3 clusters Score -1007632 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1007991.000000 Penalty: 874.910828
	Iteration 10Q: 3 clusters Score -1007991 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1008199.812500 Penalty: 874.910828
	Iteration 11Q: 3 clusters Score -1008200 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1008304.312500 Penalty: 874.910828
	Iteration 12Q: 3 clusters Score -1008304 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1008358.625000 Penalty: 874.910828
	Iteration 13Q: 3 clusters Score -1008359 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -1008391.625000 Penalty: 874.910828
	Iteration 14Q: 3 clusters Score -1008392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1008408.000000 Penalty: 874.910828
	Iteration 15Q: 3 clusters Score -1008408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1008416.562500 Penalty: 874.910828
	Iteration 16Q: 3 clusters Score -1008417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1008417.375000 Penalty: 874.910828
	Iteration 17Q: 3 clusters Score -1008417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1008419.937500 Penalty: 874.910828
	Iteration 18Q: 3 clusters Score -1008420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1008419.000000 Penalty: 874.910828
	Iteration 19Q: 3 clusters Score -1008419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1008421.375000 Penalty: 874.910828
	Iteration 20F: 3 clusters Score -1008421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1008423.687500 Penalty: 874.910828
	Iteration 21Q: 3 clusters Score -1008424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1008422.812500 Penalty: 874.910828
	Iteration 22Q: 3 clusters Score -1008423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1008422.812500 Penalty: 874.910828
	Iteration 23F: 3 clusters Score -1008423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (80947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80947 members 
Entering Unmasked Estep 
Score: -5350494.500000 Penalty: 514.220520
	Iteration 0F: 2 clusters Score -5350494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -5296014.500000 Penalty: 1028.441040
	Iteration 0F: 3 clusters Score -5296014 nChanged 39538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -5321263.000000 Penalty: 1028.441040
	Iteration 1F: 3 clusters Score -5321263 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -5323195.500000 Penalty: 1028.441040
	Iteration 2F: 3 clusters Score -5323196 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -5326401.000000 Penalty: 1028.441040
	Iteration 3F: 3 clusters Score -5326401 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -5331039.500000 Penalty: 1028.441040
	Iteration 4F: 3 clusters Score -5331040 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -5336193.000000 Penalty: 1028.441040
	Iteration 5F: 3 clusters Score -5336193 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -5340108.000000 Penalty: 1028.441040
	Iteration 6F: 3 clusters Score -5340108 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -5342417.000000 Penalty: 1028.441040
	Iteration 7Q: 3 clusters Score -5342417 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -5344332.500000 Penalty: 1028.441040
	Iteration 8Q: 3 clusters Score -5344332 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -5346157.500000 Penalty: 1028.441040
	Iteration 9Q: 3 clusters Score -5346158 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -5347663.000000 Penalty: 1028.441040
	Iteration 10Q: 3 clusters Score -5347663 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -5348700.000000 Penalty: 1028.441040
	Iteration 11Q: 3 clusters Score -5348700 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -5349253.000000 Penalty: 1028.441040
	Iteration 12Q: 3 clusters Score -5349253 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -5349633.500000 Penalty: 1028.441040
	Iteration 13Q: 3 clusters Score -5349634 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -5349788.500000 Penalty: 1028.441040
	Iteration 14Q: 3 clusters Score -5349788 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -5349834.000000 Penalty: 1028.441040
	Iteration 15Q: 3 clusters Score -5349834 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -5349803.500000 Penalty: 1028.441040
	Iteration 16Q: 3 clusters Score -5349804 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -5349614.000000 Penalty: 1028.441040
	Iteration 17Q: 3 clusters Score -5349614 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -5349544.000000 Penalty: 1028.441040
	Iteration 18Q: 3 clusters Score -5349544 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -5349393.000000 Penalty: 1028.441040
	Iteration 19Q: 3 clusters Score -5349393 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -5349462.500000 Penalty: 1028.441040
	Iteration 20F: 3 clusters Score -5349462 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -5349397.500000 Penalty: 1028.441040
	Iteration 21Q: 3 clusters Score -5349398 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -5349448.000000 Penalty: 1028.441040
	Iteration 22Q: 3 clusters Score -5349448 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -5349503.500000 Penalty: 1028.441040
	Iteration 23Q: 3 clusters Score -5349504 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -5349484.000000 Penalty: 1028.441040
	Iteration 24Q: 3 clusters Score -5349484 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -5349436.000000 Penalty: 1028.441040
	Iteration 25Q: 3 clusters Score -5349436 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -5349507.000000 Penalty: 1028.441040
	Iteration 26Q: 3 clusters Score -5349507 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -5349569.500000 Penalty: 1028.441040
	Iteration 27Q: 3 clusters Score -5349570 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -5349529.000000 Penalty: 1028.441040
	Iteration 28Q: 3 clusters Score -5349529 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52153 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -5349491.000000 Penalty: 1028.441040
	Iteration 29Q: 3 clusters Score -5349491 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -5349487.000000 Penalty: 1028.441040
	Iteration 30Q: 3 clusters Score -5349487 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53574 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -5349452.000000 Penalty: 1028.441040
	Iteration 31Q: 3 clusters Score -5349452 nChanged 719
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Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5349390 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -5349349.500000 Penalty: 1028.441040
	Iteration 33Q: 3 clusters Score -5349350 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5349306 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5349280 nChanged 722
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5349163 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5349160 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5349124 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58679 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5349098 nChanged 424
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Mstep: Class 1 contains 59103 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59577 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5349101 nChanged 363
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5349054 nChanged 529
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5349012 nChanged 551
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Mstep: Class 1 contains 61020 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5349074 nChanged 656
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61676 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5349087 nChanged 576
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Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5349126 nChanged 632
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5349149 nChanged 681
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5349180 nChanged 700
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Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5349168 nChanged 619
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Mstep: Class 1 contains 64884 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5349167 nChanged 575
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Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5349212 nChanged 508
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Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5349218 nChanged 475
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Mstep: Class 1 contains 66912 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5349194 nChanged 419
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Mstep: Class 1 contains 67331 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5349162 nChanged 378
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Mstep: Class 1 contains 67709 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5349187 nChanged 290
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Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68230 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5349216 nChanged 262
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Mstep: Class 1 contains 68492 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5349244 nChanged 222
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Mstep: Class 1 contains 68981 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5349237 nChanged 120
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Mstep: Class 2 contains 11850 members 
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	Iteration 62Q: 3 clusters Score -5349235 nChanged 93
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Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 11757 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 69780 members 
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	Iteration 80F: 3 clusters Score -5349108 nChanged 3
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	Iteration 84Q: 3 clusters Score -5349108 nChanged 18
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Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -5349113.000000 Penalty: 1028.441040
	Iteration 500F: 3 clusters Score -5349113 nChanged 5
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 37 (14199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Entering Unmasked Estep 
Score: -927021.625000 Penalty: 435.022156
	Iteration 0F: 2 clusters Score -927021.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -917656.312500 Penalty: 870.044312
	Iteration 0F: 3 clusters Score -917656.3 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -921463.625000 Penalty: 870.044312
	Iteration 1F: 3 clusters Score -921463.6 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -921742.562500 Penalty: 870.044312
	Iteration 2Q: 3 clusters Score -921742.6 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -922150.625000 Penalty: 870.044312
	Iteration 3F: 3 clusters Score -922150.6 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -922691.937500 Penalty: 870.044312
	Iteration 4F: 3 clusters Score -922691.9 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -923333.437500 Penalty: 870.044312
	Iteration 5F: 3 clusters Score -923333.4 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -923894.937500 Penalty: 870.044312
	Iteration 6F: 3 clusters Score -923894.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -924261.625000 Penalty: 870.044312
	Iteration 7Q: 3 clusters Score -924261.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -924477.375000 Penalty: 870.044312
	Iteration 8Q: 3 clusters Score -924477.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -924631.875000 Penalty: 870.044312
	Iteration 9Q: 3 clusters Score -924631.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -924780.375000 Penalty: 870.044312
	Iteration 10Q: 3 clusters Score -924780.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -924937.937500 Penalty: 870.044312
	Iteration 11Q: 3 clusters Score -924937.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -925109.500000 Penalty: 870.044312
	Iteration 12Q: 3 clusters Score -925109.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -925301.187500 Penalty: 870.044312
	Iteration 13Q: 3 clusters Score -925301.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -925480.812500 Penalty: 870.044312
	Iteration 14Q: 3 clusters Score -925480.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -925655.937500 Penalty: 870.044312
	Iteration 15Q: 3 clusters Score -925655.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -925829.750000 Penalty: 870.044312
	Iteration 16Q: 3 clusters Score -925829.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -925990.312500 Penalty: 870.044312
	Iteration 17Q: 3 clusters Score -925990.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -926119.687500 Penalty: 870.044312
	Iteration 18Q: 3 clusters Score -926119.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -926227.312500 Penalty: 870.044312
	Iteration 19Q: 3 clusters Score -926227.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -926315.625000 Penalty: 870.044312
	Iteration 20F: 3 clusters Score -926315.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -926415.312500 Penalty: 870.044312
	Iteration 21Q: 3 clusters Score -926415.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -926507.500000 Penalty: 870.044312
	Iteration 22Q: 3 clusters Score -926507.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -926560.750000 Penalty: 870.044312
	Iteration 23Q: 3 clusters Score -926560.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -926592.937500 Penalty: 870.044312
	Iteration 24Q: 3 clusters Score -926592.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -926608.250000 Penalty: 870.044312
	Iteration 25Q: 3 clusters Score -926608.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -926614.312500 Penalty: 870.044312
	Iteration 26Q: 3 clusters Score -926614.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -926621.437500 Penalty: 870.044312
	Iteration 27Q: 3 clusters Score -926621.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -926622.250000 Penalty: 870.044312
	Iteration 28Q: 3 clusters Score -926622.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -926622.312500 Penalty: 870.044312
	Iteration 29Q: 3 clusters Score -926622.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -926623.375000 Penalty: 870.044312
	Iteration 30Q: 3 clusters Score -926623.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -926623.375000 Penalty: 870.044312
	Iteration 31F: 3 clusters Score -926623.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 28067 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38741 members 
Mstep: Class 14 contains 68391 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 8530 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79830 members 
Mstep: Class 21 contains 9328 members 
Mstep: Class 22 contains 77707 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4370 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38907 members 
Mstep: Class 30 contains 4563 members 
Mstep: Class 31 contains 38273 members 
Mstep: Class 32 contains 1574 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18290 members 
Mstep: Class 35 contains 14979 members 
Mstep: Class 36 contains 80947 members 
Mstep: Class 37 contains 14199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874756.000000 Penalty: 21737.548828
Iteration 479Q: 37 clusters Score -3.587476e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 28089 members 
Mstep: Class 11 contains 2829 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38745 members 
Mstep: Class 14 contains 68387 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 18 contains 8527 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79850 members 
Mstep: Class 21 contains 9305 members 
Mstep: Class 22 contains 77713 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4385 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38926 members 
Mstep: Class 30 contains 4562 members 
Mstep: Class 31 contains 38220 members 
Mstep: Class 32 contains 1574 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18300 members 
Mstep: Class 35 contains 14977 members 
Mstep: Class 36 contains 80938 members 
Mstep: Class 37 contains 14213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874804.000000 Penalty: 21737.548828
Iteration 480F: 37 clusters Score -3.58748e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 28106 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38750 members 
Mstep: Class 14 contains 68383 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1131 members 
Mstep: Class 18 contains 8511 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79839 members 
Mstep: Class 21 contains 9291 members 
Mstep: Class 22 contains 77716 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4402 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38954 members 
Mstep: Class 30 contains 4559 members 
Mstep: Class 31 contains 38166 members 
Mstep: Class 32 contains 1574 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18302 members 
Mstep: Class 35 contains 14982 members 
Mstep: Class 36 contains 80956 members 
Mstep: Class 37 contains 14222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874744.000000 Penalty: 21737.548828
Iteration 481Q: 37 clusters Score -3.587474e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 28122 members 
Mstep: Class 11 contains 2836 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38752 members 
Mstep: Class 14 contains 68379 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 18 contains 8504 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79849 members 
Mstep: Class 21 contains 9284 members 
Mstep: Class 22 contains 77718 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4416 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38979 members 
Mstep: Class 30 contains 4556 members 
Mstep: Class 31 contains 38118 members 
Mstep: Class 32 contains 1575 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18294 members 
Mstep: Class 35 contains 14982 members 
Mstep: Class 36 contains 80948 members 
Mstep: Class 37 contains 14228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874752.000000 Penalty: 21737.548828
Iteration 482Q: 37 clusters Score -3.587475e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 28134 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38751 members 
Mstep: Class 14 contains 68377 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 8520 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79852 members 
Mstep: Class 21 contains 9281 members 
Mstep: Class 22 contains 77699 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4427 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 38994 members 
Mstep: Class 30 contains 4552 members 
Mstep: Class 31 contains 38066 members 
Mstep: Class 32 contains 1577 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18288 members 
Mstep: Class 35 contains 14981 members 
Mstep: Class 36 contains 80954 members 
Mstep: Class 37 contains 14230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874796.000000 Penalty: 21737.548828
Iteration 483Q: 37 clusters Score -3.58748e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 28142 members 
Mstep: Class 11 contains 2838 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38756 members 
Mstep: Class 14 contains 68374 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 8549 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79868 members 
Mstep: Class 21 contains 9273 members 
Mstep: Class 22 contains 77685 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4435 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39015 members 
Mstep: Class 30 contains 4553 members 
Mstep: Class 31 contains 38028 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18288 members 
Mstep: Class 35 contains 14967 members 
Mstep: Class 36 contains 80950 members 
Mstep: Class 37 contains 14232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874772.000000 Penalty: 21737.548828
Iteration 484Q: 37 clusters Score -3.587477e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 28151 members 
Mstep: Class 11 contains 2827 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38757 members 
Mstep: Class 14 contains 68371 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 8572 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79883 members 
Mstep: Class 21 contains 9266 members 
Mstep: Class 22 contains 77682 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4438 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39049 members 
Mstep: Class 30 contains 4552 members 
Mstep: Class 31 contains 37977 members 
Mstep: Class 32 contains 1590 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18293 members 
Mstep: Class 35 contains 14944 members 
Mstep: Class 36 contains 80947 members 
Mstep: Class 37 contains 14236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874772.000000 Penalty: 21737.548828
Iteration 485Q: 37 clusters Score -3.587477e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 28164 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38760 members 
Mstep: Class 14 contains 68369 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 8570 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79928 members 
Mstep: Class 21 contains 9255 members 
Mstep: Class 22 contains 77684 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4441 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39104 members 
Mstep: Class 30 contains 4552 members 
Mstep: Class 31 contains 37947 members 
Mstep: Class 32 contains 1594 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18290 members 
Mstep: Class 35 contains 14943 members 
Mstep: Class 36 contains 80947 members 
Mstep: Class 37 contains 14238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874816.000000 Penalty: 21737.548828
Iteration 486Q: 37 clusters Score -3.587482e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 28172 members 
Mstep: Class 11 contains 2763 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38762 members 
Mstep: Class 14 contains 68367 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20427 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 8582 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79937 members 
Mstep: Class 21 contains 9248 members 
Mstep: Class 22 contains 77682 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4448 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39105 members 
Mstep: Class 30 contains 4553 members 
Mstep: Class 31 contains 37926 members 
Mstep: Class 32 contains 1598 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18289 members 
Mstep: Class 35 contains 14938 members 
Mstep: Class 36 contains 80927 members 
Mstep: Class 37 contains 14238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874824.000000 Penalty: 21737.548828
Iteration 487Q: 37 clusters Score -3.587482e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 28178 members 
Mstep: Class 11 contains 2760 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38762 members 
Mstep: Class 14 contains 68363 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20427 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 8575 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79940 members 
Mstep: Class 21 contains 9241 members 
Mstep: Class 22 contains 77693 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4455 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39109 members 
Mstep: Class 30 contains 4555 members 
Mstep: Class 31 contains 37909 members 
Mstep: Class 32 contains 1602 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18293 members 
Mstep: Class 35 contains 14935 members 
Mstep: Class 36 contains 80923 members 
Mstep: Class 37 contains 14242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874816.000000 Penalty: 21737.548828
Iteration 488Q: 37 clusters Score -3.587482e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18478 members 
Mstep: Class 10 contains 28196 members 
Mstep: Class 11 contains 2756 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38762 members 
Mstep: Class 14 contains 68360 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20427 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 8578 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79932 members 
Mstep: Class 21 contains 9228 members 
Mstep: Class 22 contains 77698 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4454 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39118 members 
Mstep: Class 30 contains 4561 members 
Mstep: Class 31 contains 37892 members 
Mstep: Class 32 contains 1606 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18291 members 
Mstep: Class 35 contains 14928 members 
Mstep: Class 36 contains 80931 members 
Mstep: Class 37 contains 14245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874784.000000 Penalty: 21737.548828
Iteration 489Q: 37 clusters Score -3.587478e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18478 members 
Mstep: Class 10 contains 28201 members 
Mstep: Class 11 contains 2756 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38757 members 
Mstep: Class 14 contains 68358 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20426 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 8588 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79933 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 77705 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4456 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39119 members 
Mstep: Class 30 contains 4567 members 
Mstep: Class 31 contains 37887 members 
Mstep: Class 32 contains 1609 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18309 members 
Mstep: Class 35 contains 14907 members 
Mstep: Class 36 contains 80924 members 
Mstep: Class 37 contains 14244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874808.000000 Penalty: 21737.548828
Iteration 490Q: 37 clusters Score -3.587481e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18478 members 
Mstep: Class 10 contains 28213 members 
Mstep: Class 11 contains 2739 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38756 members 
Mstep: Class 14 contains 68356 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20426 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 8590 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79942 members 
Mstep: Class 21 contains 9210 members 
Mstep: Class 22 contains 77715 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4457 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39131 members 
Mstep: Class 30 contains 4567 members 
Mstep: Class 31 contains 37876 members 
Mstep: Class 32 contains 1609 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18311 members 
Mstep: Class 35 contains 14898 members 
Mstep: Class 36 contains 80919 members 
Mstep: Class 37 contains 14248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874812.000000 Penalty: 21737.548828
Iteration 491Q: 37 clusters Score -3.587481e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18478 members 
Mstep: Class 10 contains 28224 members 
Mstep: Class 11 contains 2740 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38752 members 
Mstep: Class 14 contains 68356 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20426 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 8580 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79936 members 
Mstep: Class 21 contains 9207 members 
Mstep: Class 22 contains 77730 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4461 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39138 members 
Mstep: Class 30 contains 4567 members 
Mstep: Class 31 contains 37864 members 
Mstep: Class 32 contains 1609 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18314 members 
Mstep: Class 35 contains 14890 members 
Mstep: Class 36 contains 80919 members 
Mstep: Class 37 contains 14250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874792.000000 Penalty: 21737.548828
Iteration 492Q: 37 clusters Score -3.587479e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18478 members 
Mstep: Class 10 contains 28232 members 
Mstep: Class 11 contains 2742 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38751 members 
Mstep: Class 14 contains 68356 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20426 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 8590 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79935 members 
Mstep: Class 21 contains 9207 members 
Mstep: Class 22 contains 77731 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4464 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39139 members 
Mstep: Class 30 contains 4565 members 
Mstep: Class 31 contains 37858 members 
Mstep: Class 32 contains 1609 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18309 members 
Mstep: Class 35 contains 14877 members 
Mstep: Class 36 contains 80922 members 
Mstep: Class 37 contains 14250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874784.000000 Penalty: 21737.548828
Iteration 493Q: 37 clusters Score -3.587478e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18477 members 
Mstep: Class 10 contains 28254 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38748 members 
Mstep: Class 14 contains 68356 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20426 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 8591 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79937 members 
Mstep: Class 21 contains 9202 members 
Mstep: Class 22 contains 77733 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4467 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39148 members 
Mstep: Class 30 contains 4563 members 
Mstep: Class 31 contains 37851 members 
Mstep: Class 32 contains 1609 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18299 members 
Mstep: Class 35 contains 14874 members 
Mstep: Class 36 contains 80918 members 
Mstep: Class 37 contains 14252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874776.000000 Penalty: 21737.548828
Iteration 494Q: 37 clusters Score -3.587478e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18477 members 
Mstep: Class 10 contains 28279 members 
Mstep: Class 11 contains 2739 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38750 members 
Mstep: Class 14 contains 68357 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20426 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 8618 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79937 members 
Mstep: Class 21 contains 9196 members 
Mstep: Class 22 contains 77718 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4469 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39147 members 
Mstep: Class 30 contains 4560 members 
Mstep: Class 31 contains 37833 members 
Mstep: Class 32 contains 1609 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18283 members 
Mstep: Class 35 contains 14855 members 
Mstep: Class 36 contains 80927 members 
Mstep: Class 37 contains 14261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874736.000000 Penalty: 21737.548828
Iteration 495Q: 37 clusters Score -3.587474e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18477 members 
Mstep: Class 10 contains 28289 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38748 members 
Mstep: Class 14 contains 68357 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20426 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 8634 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79940 members 
Mstep: Class 21 contains 9187 members 
Mstep: Class 22 contains 77715 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4470 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39148 members 
Mstep: Class 30 contains 4560 members 
Mstep: Class 31 contains 37811 members 
Mstep: Class 32 contains 1609 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18286 members 
Mstep: Class 35 contains 14843 members 
Mstep: Class 36 contains 80921 members 
Mstep: Class 37 contains 14279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874728.000000 Penalty: 21737.548828
Iteration 496Q: 37 clusters Score -3.587473e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18477 members 
Mstep: Class 10 contains 28300 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38748 members 
Mstep: Class 14 contains 68355 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20426 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 8632 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79937 members 
Mstep: Class 21 contains 9179 members 
Mstep: Class 22 contains 77721 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4470 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39158 members 
Mstep: Class 30 contains 4562 members 
Mstep: Class 31 contains 37786 members 
Mstep: Class 32 contains 1609 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18293 members 
Mstep: Class 35 contains 14834 members 
Mstep: Class 36 contains 80923 members 
Mstep: Class 37 contains 14290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874728.000000 Penalty: 21737.548828
Iteration 497Q: 37 clusters Score -3.587473e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18477 members 
Mstep: Class 10 contains 28314 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38751 members 
Mstep: Class 14 contains 68353 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20425 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 8638 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79940 members 
Mstep: Class 21 contains 9173 members 
Mstep: Class 22 contains 77724 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4474 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39169 members 
Mstep: Class 30 contains 4564 members 
Mstep: Class 31 contains 37766 members 
Mstep: Class 32 contains 1609 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18304 members 
Mstep: Class 35 contains 14810 members 
Mstep: Class 36 contains 80919 members 
Mstep: Class 37 contains 14290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874716.000000 Penalty: 21737.548828
Iteration 498Q: 37 clusters Score -3.587472e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18477 members 
Mstep: Class 10 contains 28325 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38749 members 
Mstep: Class 14 contains 68352 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20424 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 8639 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79944 members 
Mstep: Class 21 contains 9169 members 
Mstep: Class 22 contains 77732 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4476 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39177 members 
Mstep: Class 30 contains 4564 members 
Mstep: Class 31 contains 37747 members 
Mstep: Class 32 contains 1611 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18321 members 
Mstep: Class 35 contains 14785 members 
Mstep: Class 36 contains 80914 members 
Mstep: Class 37 contains 14294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874748.000000 Penalty: 21737.548828
Iteration 499Q: 37 clusters Score -3.587475e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 18477 members 
Mstep: Class 10 contains 28328 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 38744 members 
Mstep: Class 14 contains 68348 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 20424 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 8663 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 79945 members 
Mstep: Class 21 contains 9162 members 
Mstep: Class 22 contains 77717 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 27 contains 4475 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 39181 members 
Mstep: Class 30 contains 4566 members 
Mstep: Class 31 contains 37736 members 
Mstep: Class 32 contains 1614 members 
Mstep: Class 33 contains 116 members 
Mstep: Class 34 contains 18341 members 
Mstep: Class 35 contains 14765 members 
Mstep: Class 36 contains 80915 members 
Mstep: Class 37 contains 14298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874720.000000 Penalty: 21737.548828
Iteration 500F: 37 clusters Score -3.587472e+07 nChanged 74
Maximum iterations exceeded
--- Evaluating fit on full set of 1740007 points ---
Entering Unmasked Estep 
Score: -107446120.000000 Penalty: 23537.078125
20->37 Clusters: Score -107446120.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 580002 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 28757 members 
Mstep: Class 3 contains 29030 members 
Mstep: Class 4 contains 28828 members 
Mstep: Class 5 contains 28687 members 
Mstep: Class 6 contains 29172 members 
Mstep: Class 7 contains 29338 members 
Mstep: Class 8 contains 29225 members 
Mstep: Class 9 contains 29156 members 
Mstep: Class 10 contains 28712 members 
Mstep: Class 11 contains 28848 members 
Mstep: Class 12 contains 29088 members 
Mstep: Class 13 contains 28908 members 
Mstep: Class 14 contains 29090 members 
Mstep: Class 15 contains 29054 members 
Mstep: Class 16 contains 29213 members 
Mstep: Class 17 contains 28992 members 
Mstep: Class 18 contains 28866 members 
Mstep: Class 19 contains 28781 members 
Mstep: Class 20 contains 29082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 32.190357 but Gain 603.820312
Score: -31658672.000000 Penalty: 11472.595703
Iteration 0F: 20 clusters Score -3.165867e+07 nChanged 550719
Entering Unmasked Mstep 
Mstep: Class 0 contains 2540 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 14781 members 
Mstep: Class 3 contains 13501 members 
Mstep: Class 4 contains 8589 members 
Mstep: Class 5 contains 28021 members 
Mstep: Class 6 contains 234162 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 4334 members 
Mstep: Class 9 contains 2931 members 
Mstep: Class 10 contains 64217 members 
Mstep: Class 11 contains 1060 members 
Mstep: Class 12 contains 28992 members 
Mstep: Class 13 contains 2199 members 
Mstep: Class 15 contains 94804 members 
Mstep: Class 16 contains 16085 members 
Mstep: Class 17 contains 4923 members 
Mstep: Class 18 contains 41807 members 
Mstep: Class 19 contains 3523 members 
Mstep: Class 20 contains 5214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34910132.000000 Penalty: 11472.595703
Iteration 1F: 20 clusters Score -3.491013e+07 nChanged 240817
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 19635 members 
Mstep: Class 3 contains 11607 members 
Mstep: Class 4 contains 8127 members 
Mstep: Class 5 contains 28978 members 
Mstep: Class 6 contains 176148 members 
Mstep: Class 7 contains 1977 members 
Mstep: Class 8 contains 1658 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 56428 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 19258 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 15 contains 186617 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 5414 members 
Mstep: Class 18 contains 40074 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 4522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35253344.000000 Penalty: 11472.595703
Iteration 2F: 20 clusters Score -3.525334e+07 nChanged 121437
Entering Unmasked Mstep 
Mstep: Class 0 contains 1982 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 22410 members 
Mstep: Class 3 contains 10009 members 
Mstep: Class 4 contains 10031 members 
Mstep: Class 5 contains 31392 members 
Mstep: Class 6 contains 157884 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 1001 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 50512 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 13689 members 
Mstep: Class 13 contains 4180 members 
Mstep: Class 15 contains 222309 members 
Mstep: Class 16 contains 3071 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 31089 members 
Mstep: Class 19 contains 3026 members 
Mstep: Class 20 contains 4284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35346596.000000 Penalty: 11472.595703
Iteration 3F: 20 clusters Score -3.53466e+07 nChanged 91915
Entering Unmasked Mstep 
Mstep: Class 0 contains 749 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 23175 members 
Mstep: Class 3 contains 8239 members 
Mstep: Class 4 contains 11371 members 
Mstep: Class 5 contains 32475 members 
Mstep: Class 6 contains 186601 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 1302 members 
Mstep: Class 10 contains 51060 members 
Mstep: Class 11 contains 929 members 
Mstep: Class 12 contains 10369 members 
Mstep: Class 13 contains 5207 members 
Mstep: Class 15 contains 198811 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 5896 members 
Mstep: Class 18 contains 28417 members 
Mstep: Class 19 contains 3228 members 
Mstep: Class 20 contains 3638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35421636.000000 Penalty: 11472.595703
Iteration 4F: 20 clusters Score -3.542164e+07 nChanged 50642
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 22968 members 
Mstep: Class 3 contains 7260 members 
Mstep: Class 4 contains 12381 members 
Mstep: Class 5 contains 31627 members 
Mstep: Class 6 contains 187933 members 
Mstep: Class 7 contains 1901 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 54678 members 
Mstep: Class 11 contains 1411 members 
Mstep: Class 12 contains 7888 members 
Mstep: Class 13 contains 6070 members 
Mstep: Class 15 contains 198032 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 5818 members 
Mstep: Class 18 contains 28189 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 2921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35455016.000000 Penalty: 11472.595703
Iteration 5F: 20 clusters Score -3.545502e+07 nChanged 39207
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 22784 members 
Mstep: Class 3 contains 6602 members 
Mstep: Class 4 contains 13310 members 
Mstep: Class 5 contains 30871 members 
Mstep: Class 6 contains 187453 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 59392 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 5754 members 
Mstep: Class 13 contains 6902 members 
Mstep: Class 15 contains 197087 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 5654 members 
Mstep: Class 18 contains 28223 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 2255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 468.266693 but Gain 603.821289
Score: -35479928.000000 Penalty: 10868.774414
Iteration 6F: 19 clusters Score -3.547993e+07 nChanged 37134
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 22373 members 
Mstep: Class 3 contains 6234 members 
Mstep: Class 4 contains 14140 members 
Mstep: Class 5 contains 30199 members 
Mstep: Class 6 contains 188013 members 
Mstep: Class 7 contains 1507 members 
Mstep: Class 8 contains 606 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 64170 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 4218 members 
Mstep: Class 13 contains 8119 members 
Mstep: Class 15 contains 194587 members 
Mstep: Class 17 contains 5447 members 
Mstep: Class 18 contains 27776 members 
Mstep: Class 19 contains 3587 members 
Mstep: Class 20 contains 1712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35503808.000000 Penalty: 10868.774414
Iteration 7F: 19 clusters Score -3.550381e+07 nChanged 37601
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 21442 members 
Mstep: Class 3 contains 5928 members 
Mstep: Class 4 contains 14926 members 
Mstep: Class 5 contains 29322 members 
Mstep: Class 6 contains 187839 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 69082 members 
Mstep: Class 11 contains 1458 members 
Mstep: Class 12 contains 3027 members 
Mstep: Class 13 contains 9863 members 
Mstep: Class 15 contains 192571 members 
Mstep: Class 17 contains 5214 members 
Mstep: Class 18 contains 26849 members 
Mstep: Class 19 contains 3491 members 
Mstep: Class 20 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35528932.000000 Penalty: 10868.774414
Iteration 8F: 19 clusters Score -3.552893e+07 nChanged 39117
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 20613 members 
Mstep: Class 3 contains 5710 members 
Mstep: Class 4 contains 15757 members 
Mstep: Class 5 contains 28334 members 
Mstep: Class 6 contains 187079 members 
Mstep: Class 7 contains 1040 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 73336 members 
Mstep: Class 11 contains 1457 members 
Mstep: Class 12 contains 2252 members 
Mstep: Class 13 contains 11858 members 
Mstep: Class 15 contains 191525 members 
Mstep: Class 17 contains 4967 members 
Mstep: Class 18 contains 25518 members 
Mstep: Class 19 contains 3292 members 
Mstep: Class 20 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35557200.000000 Penalty: 10868.774414
Iteration 9F: 19 clusters Score -3.55572e+07 nChanged 38326
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 20631 members 
Mstep: Class 3 contains 5561 members 
Mstep: Class 4 contains 16646 members 
Mstep: Class 5 contains 27353 members 
Mstep: Class 6 contains 185672 members 
Mstep: Class 7 contains 810 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 1308 members 
Mstep: Class 10 contains 76087 members 
Mstep: Class 11 contains 1457 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 13458 members 
Mstep: Class 15 contains 191948 members 
Mstep: Class 17 contains 4637 members 
Mstep: Class 18 contains 24140 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35581992.000000 Penalty: 10868.774414
Iteration 10F: 19 clusters Score -3.558199e+07 nChanged 31594
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 21498 members 
Mstep: Class 3 contains 5513 members 
Mstep: Class 4 contains 17508 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 183858 members 
Mstep: Class 7 contains 612 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 1308 members 
Mstep: Class 10 contains 77020 members 
Mstep: Class 11 contains 1457 members 
Mstep: Class 12 contains 1493 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 15 contains 193356 members 
Mstep: Class 17 contains 4222 members 
Mstep: Class 18 contains 23346 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 488.861176 but Gain 603.820312
Score: -35597004.000000 Penalty: 10264.954102
Iteration 11F: 18 clusters Score -3.5597e+07 nChanged 22954
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 22467 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 4 contains 18541 members 
Mstep: Class 5 contains 25929 members 
Mstep: Class 6 contains 182014 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 369 members 
Mstep: Class 9 contains 1308 members 
Mstep: Class 10 contains 77046 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 15264 members 
Mstep: Class 15 contains 194665 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 18 contains 23259 members 
Mstep: Class 19 contains 2540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 448.960083 but Gain 603.821289
Score: -35606004.000000 Penalty: 9661.132812
Iteration 12Q: 17 clusters Score -3.5606e+07 nChanged 15965
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 23520 members 
Mstep: Class 3 contains 5647 members 
Mstep: Class 4 contains 19459 members 
Mstep: Class 5 contains 25487 members 
Mstep: Class 6 contains 180596 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 1308 members 
Mstep: Class 10 contains 76662 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 16137 members 
Mstep: Class 15 contains 195180 members 
Mstep: Class 17 contains 3366 members 
Mstep: Class 18 contains 23603 members 
Mstep: Class 19 contains 2316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35612468.000000 Penalty: 9661.132812
Iteration 13Q: 17 clusters Score -3.561247e+07 nChanged 11990
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 24641 members 
Mstep: Class 3 contains 5781 members 
Mstep: Class 4 contains 20510 members 
Mstep: Class 5 contains 25124 members 
Mstep: Class 6 contains 179539 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 1308 members 
Mstep: Class 10 contains 76000 members 
Mstep: Class 11 contains 1450 members 
Mstep: Class 12 contains 1143 members 
Mstep: Class 13 contains 16550 members 
Mstep: Class 15 contains 195072 members 
Mstep: Class 17 contains 2846 members 
Mstep: Class 18 contains 24091 members 
Mstep: Class 19 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35617804.000000 Penalty: 9661.132812
Iteration 14Q: 17 clusters Score -3.56178e+07 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 25848 members 
Mstep: Class 3 contains 5947 members 
Mstep: Class 4 contains 21684 members 
Mstep: Class 5 contains 24855 members 
Mstep: Class 6 contains 178812 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 1307 members 
Mstep: Class 10 contains 75085 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 1147 members 
Mstep: Class 13 contains 16867 members 
Mstep: Class 15 contains 194389 members 
Mstep: Class 17 contains 2332 members 
Mstep: Class 18 contains 24669 members 
Mstep: Class 19 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35623984.000000 Penalty: 9661.132812
Iteration 15Q: 17 clusters Score -3.562398e+07 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 27140 members 
Mstep: Class 3 contains 6107 members 
Mstep: Class 4 contains 22963 members 
Mstep: Class 5 contains 24609 members 
Mstep: Class 6 contains 178131 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 1307 members 
Mstep: Class 10 contains 74164 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 17112 members 
Mstep: Class 15 contains 193276 members 
Mstep: Class 17 contains 1868 members 
Mstep: Class 18 contains 25340 members 
Mstep: Class 19 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35630540.000000 Penalty: 9661.132812
Iteration 16Q: 17 clusters Score -3.563054e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 28390 members 
Mstep: Class 3 contains 6201 members 
Mstep: Class 4 contains 24355 members 
Mstep: Class 5 contains 24369 members 
Mstep: Class 6 contains 177418 members 
Mstep: Class 8 contains 1140 members 
Mstep: Class 9 contains 1307 members 
Mstep: Class 10 contains 73409 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 1131 members 
Mstep: Class 13 contains 17296 members 
Mstep: Class 15 contains 192004 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 26021 members 
Mstep: Class 19 contains 1476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35636940.000000 Penalty: 9661.132812
Iteration 17Q: 17 clusters Score -3.563694e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 29522 members 
Mstep: Class 3 contains 6228 members 
Mstep: Class 4 contains 25647 members 
Mstep: Class 5 contains 24103 members 
Mstep: Class 6 contains 176580 members 
Mstep: Class 8 contains 1389 members 
Mstep: Class 9 contains 1307 members 
Mstep: Class 10 contains 72949 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 1118 members 
Mstep: Class 13 contains 17440 members 
Mstep: Class 15 contains 190716 members 
Mstep: Class 17 contains 1218 members 
Mstep: Class 18 contains 26738 members 
Mstep: Class 19 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35642696.000000 Penalty: 9661.132812
Iteration 18Q: 17 clusters Score -3.56427e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 30500 members 
Mstep: Class 3 contains 6205 members 
Mstep: Class 4 contains 26833 members 
Mstep: Class 5 contains 23789 members 
Mstep: Class 6 contains 175703 members 
Mstep: Class 8 contains 1638 members 
Mstep: Class 9 contains 1307 members 
Mstep: Class 10 contains 72867 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 17527 members 
Mstep: Class 15 contains 189444 members 
Mstep: Class 17 contains 1027 members 
Mstep: Class 18 contains 27424 members 
Mstep: Class 19 contains 1049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35647576.000000 Penalty: 9661.132812
Iteration 19Q: 17 clusters Score -3.564758e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 31323 members 
Mstep: Class 3 contains 6131 members 
Mstep: Class 4 contains 27810 members 
Mstep: Class 5 contains 23503 members 
Mstep: Class 6 contains 174858 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 1307 members 
Mstep: Class 10 contains 73018 members 
Mstep: Class 11 contains 1451 members 
Mstep: Class 12 contains 1118 members 
Mstep: Class 13 contains 17585 members 
Mstep: Class 15 contains 188124 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 28204 members 
Mstep: Class 19 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35653424.000000 Penalty: 9661.132812
Iteration 20F: 17 clusters Score -3.565342e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 31922 members 
Mstep: Class 3 contains 6055 members 
Mstep: Class 4 contains 28840 members 
Mstep: Class 5 contains 23177 members 
Mstep: Class 6 contains 174012 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 1301 members 
Mstep: Class 10 contains 73228 members 
Mstep: Class 11 contains 1440 members 
Mstep: Class 12 contains 1111 members 
Mstep: Class 13 contains 17619 members 
Mstep: Class 15 contains 186914 members 
Mstep: Class 17 contains 847 members 
Mstep: Class 18 contains 28912 members 
Mstep: Class 19 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35658772.000000 Penalty: 9661.132812
Iteration 21Q: 17 clusters Score -3.565877e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 32445 members 
Mstep: Class 3 contains 6005 members 
Mstep: Class 4 contains 29720 members 
Mstep: Class 5 contains 22910 members 
Mstep: Class 6 contains 173148 members 
Mstep: Class 8 contains 2344 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 73580 members 
Mstep: Class 11 contains 1438 members 
Mstep: Class 12 contains 1123 members 
Mstep: Class 13 contains 17654 members 
Mstep: Class 15 contains 185745 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 29621 members 
Mstep: Class 19 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 569.932617 but Gain 603.820312
Score: -35662380.000000 Penalty: 9057.312500
Iteration 22Q: 16 clusters Score -3.566238e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 32895 members 
Mstep: Class 3 contains 5898 members 
Mstep: Class 4 contains 30829 members 
Mstep: Class 5 contains 22682 members 
Mstep: Class 6 contains 172271 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 74059 members 
Mstep: Class 11 contains 1437 members 
Mstep: Class 12 contains 1118 members 
Mstep: Class 13 contains 17686 members 
Mstep: Class 15 contains 184651 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 18 contains 30406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35665708.000000 Penalty: 9057.312500
Iteration 23Q: 16 clusters Score -3.566571e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 33140 members 
Mstep: Class 3 contains 5716 members 
Mstep: Class 4 contains 31644 members 
Mstep: Class 5 contains 22403 members 
Mstep: Class 6 contains 171472 members 
Mstep: Class 8 contains 2789 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 74302 members 
Mstep: Class 11 contains 1436 members 
Mstep: Class 12 contains 1118 members 
Mstep: Class 13 contains 17724 members 
Mstep: Class 15 contains 183640 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 31252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35668404.000000 Penalty: 9057.312500
Iteration 24Q: 16 clusters Score -3.56684e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 33267 members 
Mstep: Class 3 contains 5551 members 
Mstep: Class 4 contains 32313 members 
Mstep: Class 5 contains 22213 members 
Mstep: Class 6 contains 170599 members 
Mstep: Class 8 contains 3009 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 74577 members 
Mstep: Class 11 contains 1436 members 
Mstep: Class 12 contains 1119 members 
Mstep: Class 13 contains 17761 members 
Mstep: Class 15 contains 182602 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 32278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35670832.000000 Penalty: 9057.312500
Iteration 25Q: 16 clusters Score -3.567083e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 33327 members 
Mstep: Class 3 contains 5404 members 
Mstep: Class 4 contains 32916 members 
Mstep: Class 5 contains 22061 members 
Mstep: Class 6 contains 169697 members 
Mstep: Class 8 contains 3230 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 74794 members 
Mstep: Class 11 contains 1435 members 
Mstep: Class 12 contains 1125 members 
Mstep: Class 13 contains 17791 members 
Mstep: Class 15 contains 181620 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 33391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35673140.000000 Penalty: 9057.312500
Iteration 26Q: 16 clusters Score -3.567314e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 33355 members 
Mstep: Class 3 contains 5288 members 
Mstep: Class 4 contains 33425 members 
Mstep: Class 5 contains 21953 members 
Mstep: Class 6 contains 168853 members 
Mstep: Class 8 contains 3444 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 74925 members 
Mstep: Class 11 contains 1434 members 
Mstep: Class 12 contains 1125 members 
Mstep: Class 13 contains 17819 members 
Mstep: Class 15 contains 180633 members 
Mstep: Class 17 contains 483 members 
Mstep: Class 18 contains 34597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35675408.000000 Penalty: 9057.312500
Iteration 27Q: 16 clusters Score -3.567541e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 33358 members 
Mstep: Class 3 contains 5180 members 
Mstep: Class 4 contains 33868 members 
Mstep: Class 5 contains 21862 members 
Mstep: Class 6 contains 167973 members 
Mstep: Class 8 contains 3632 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 75082 members 
Mstep: Class 11 contains 1434 members 
Mstep: Class 12 contains 1118 members 
Mstep: Class 13 contains 17854 members 
Mstep: Class 15 contains 179702 members 
Mstep: Class 17 contains 479 members 
Mstep: Class 18 contains 35826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35677960.000000 Penalty: 9057.312500
Iteration 28Q: 16 clusters Score -3.567796e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 33365 members 
Mstep: Class 3 contains 5094 members 
Mstep: Class 4 contains 34214 members 
Mstep: Class 5 contains 21791 members 
Mstep: Class 6 contains 167060 members 
Mstep: Class 8 contains 3802 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 75181 members 
Mstep: Class 11 contains 1434 members 
Mstep: Class 12 contains 1134 members 
Mstep: Class 13 contains 17885 members 
Mstep: Class 15 contains 178820 members 
Mstep: Class 17 contains 476 members 
Mstep: Class 18 contains 37140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35680068.000000 Penalty: 9057.312500
Iteration 29Q: 16 clusters Score -3.568007e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 33350 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 34497 members 
Mstep: Class 5 contains 21742 members 
Mstep: Class 6 contains 166211 members 
Mstep: Class 8 contains 3972 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 75170 members 
Mstep: Class 11 contains 1434 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 17921 members 
Mstep: Class 15 contains 177974 members 
Mstep: Class 17 contains 474 members 
Mstep: Class 18 contains 38505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35682224.000000 Penalty: 9057.312500
Iteration 30Q: 16 clusters Score -3.568222e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33372 members 
Mstep: Class 3 contains 4944 members 
Mstep: Class 4 contains 34683 members 
Mstep: Class 5 contains 21701 members 
Mstep: Class 6 contains 165307 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 75081 members 
Mstep: Class 11 contains 1434 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 17951 members 
Mstep: Class 15 contains 177099 members 
Mstep: Class 17 contains 472 members 
Mstep: Class 18 contains 40068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685248.000000 Penalty: 9057.312500
Iteration 31Q: 16 clusters Score -3.568525e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 33410 members 
Mstep: Class 3 contains 4886 members 
Mstep: Class 4 contains 34814 members 
Mstep: Class 5 contains 21662 members 
Mstep: Class 6 contains 164288 members 
Mstep: Class 8 contains 4347 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 74895 members 
Mstep: Class 11 contains 1434 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 17986 members 
Mstep: Class 15 contains 176055 members 
Mstep: Class 17 contains 468 members 
Mstep: Class 18 contains 41999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35688780.000000 Penalty: 9057.312500
Iteration 32Q: 16 clusters Score -3.568878e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 33462 members 
Mstep: Class 3 contains 4832 members 
Mstep: Class 4 contains 34904 members 
Mstep: Class 5 contains 21640 members 
Mstep: Class 6 contains 163160 members 
Mstep: Class 8 contains 4563 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 74594 members 
Mstep: Class 11 contains 1434 members 
Mstep: Class 12 contains 1233 members 
Mstep: Class 13 contains 18017 members 
Mstep: Class 15 contains 174800 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 44348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35692964.000000 Penalty: 9057.312500
Iteration 33Q: 16 clusters Score -3.569296e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 33542 members 
Mstep: Class 3 contains 4781 members 
Mstep: Class 4 contains 34924 members 
Mstep: Class 5 contains 21629 members 
Mstep: Class 6 contains 161673 members 
Mstep: Class 8 contains 4846 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 74153 members 
Mstep: Class 11 contains 1434 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 18047 members 
Mstep: Class 15 contains 173269 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 47430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35697756.000000 Penalty: 9057.312500
Iteration 34Q: 16 clusters Score -3.569776e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 33613 members 
Mstep: Class 3 contains 4732 members 
Mstep: Class 4 contains 34945 members 
Mstep: Class 5 contains 21601 members 
Mstep: Class 6 contains 159976 members 
Mstep: Class 8 contains 5192 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 73561 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 18078 members 
Mstep: Class 15 contains 171556 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 51013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702976.000000 Penalty: 9057.312500
Iteration 35Q: 16 clusters Score -3.570298e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 33672 members 
Mstep: Class 3 contains 4703 members 
Mstep: Class 4 contains 34947 members 
Mstep: Class 5 contains 21572 members 
Mstep: Class 6 contains 158174 members 
Mstep: Class 8 contains 5549 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 72868 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 1338 members 
Mstep: Class 13 contains 18108 members 
Mstep: Class 15 contains 169545 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35708192.000000 Penalty: 9057.312500
Iteration 36Q: 16 clusters Score -3.570819e+07 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 33715 members 
Mstep: Class 3 contains 4670 members 
Mstep: Class 4 contains 34940 members 
Mstep: Class 5 contains 21551 members 
Mstep: Class 6 contains 156352 members 
Mstep: Class 8 contains 5933 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 71944 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 1375 members 
Mstep: Class 13 contains 18135 members 
Mstep: Class 15 contains 167186 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 59806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35713616.000000 Penalty: 9057.312500
Iteration 37Q: 16 clusters Score -3.571362e+07 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 33761 members 
Mstep: Class 3 contains 4642 members 
Mstep: Class 4 contains 34892 members 
Mstep: Class 5 contains 21540 members 
Mstep: Class 6 contains 154477 members 
Mstep: Class 8 contains 6362 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 70990 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 1408 members 
Mstep: Class 13 contains 18161 members 
Mstep: Class 15 contains 164429 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 64958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35719848.000000 Penalty: 9057.312500
Iteration 38Q: 16 clusters Score -3.571985e+07 nChanged 12473
Entering ConstructFrom: 
Score: -35719848.000000 Penalty: 9057.312500
Entering ConstructFrom: 
Trying to split cluster 1 (1028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Entering Unmasked Estep 
Score: -60165.292969 Penalty: 315.559357
	Iteration 0F: 2 clusters Score -60165.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -59319.914062 Penalty: 631.118713
	Iteration 0F: 3 clusters Score -59319.91 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -59529.765625 Penalty: 631.118713
	Iteration 1F: 3 clusters Score -59529.77 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -59586.664062 Penalty: 631.118713
	Iteration 2F: 3 clusters Score -59586.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -59619.343750 Penalty: 631.118713
	Iteration 3F: 3 clusters Score -59619.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59653.058594 Penalty: 631.118713
	Iteration 4Q: 3 clusters Score -59653.06 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -59695.714844 Penalty: 631.118713
	Iteration 5Q: 3 clusters Score -59695.71 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59738.789062 Penalty: 631.118713
	Iteration 6Q: 3 clusters Score -59738.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59778.082031 Penalty: 631.118713
	Iteration 7Q: 3 clusters Score -59778.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59809.828125 Penalty: 631.118713
	Iteration 8Q: 3 clusters Score -59809.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59833.121094 Penalty: 631.118713
	Iteration 9Q: 3 clusters Score -59833.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -59841.757812 Penalty: 631.118713
	Iteration 10Q: 3 clusters Score -59841.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -59846.734375 Penalty: 631.118713
	Iteration 11Q: 3 clusters Score -59846.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59850.753906 Penalty: 631.118713
	Iteration 12Q: 3 clusters Score -59850.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59853.925781 Penalty: 631.118713
	Iteration 13Q: 3 clusters Score -59853.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59858.851562 Penalty: 631.118713
	Iteration 14Q: 3 clusters Score -59858.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -59865.363281 Penalty: 631.118713
	Iteration 15Q: 3 clusters Score -59865.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59872.683594 Penalty: 631.118713
	Iteration 16Q: 3 clusters Score -59872.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -59880.558594 Penalty: 631.118713
	Iteration 17Q: 3 clusters Score -59880.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -59886.464844 Penalty: 631.118713
	Iteration 18Q: 3 clusters Score -59886.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -59888.343750 Penalty: 631.118713
	Iteration 19Q: 3 clusters Score -59888.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -59890.816406 Penalty: 631.118713
	Iteration 20F: 3 clusters Score -59890.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -59892.855469 Penalty: 631.118713
	Iteration 21Q: 3 clusters Score -59892.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -59895.906250 Penalty: 631.118713
	Iteration 22Q: 3 clusters Score -59895.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -59896.566406 Penalty: 631.118713
	Iteration 23Q: 3 clusters Score -59896.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -59896.566406 Penalty: 631.118713
	Iteration 24F: 3 clusters Score -59896.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Entering Unmasked Estep 
Score: -2029413.250000 Penalty: 474.475769
	Iteration 0F: 2 clusters Score -2029413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2006623.625000 Penalty: 948.951538
	Iteration 0F: 3 clusters Score -2006624 nChanged 16278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2016700.750000 Penalty: 948.951538
	Iteration 1F: 3 clusters Score -2016701 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2017634.250000 Penalty: 948.951538
	Iteration 2F: 3 clusters Score -2017634 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2019078.375000 Penalty: 948.951538
	Iteration 3F: 3 clusters Score -2019078 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2021172.500000 Penalty: 948.951538
	Iteration 4F: 3 clusters Score -2021172 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2023450.750000 Penalty: 948.951538
	Iteration 5F: 3 clusters Score -2023451 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2025376.000000 Penalty: 948.951538
	Iteration 6F: 3 clusters Score -2025376 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2026703.750000 Penalty: 948.951538
	Iteration 7Q: 3 clusters Score -2026704 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2027490.250000 Penalty: 948.951538
	Iteration 8Q: 3 clusters Score -2027490 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2028003.750000 Penalty: 948.951538
	Iteration 9Q: 3 clusters Score -2028004 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2028350.750000 Penalty: 948.951538
	Iteration 10Q: 3 clusters Score -2028351 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2028650.375000 Penalty: 948.951538
	Iteration 11Q: 3 clusters Score -2028650 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2028872.500000 Penalty: 948.951538
	Iteration 12Q: 3 clusters Score -2028872 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2029066.250000 Penalty: 948.951538
	Iteration 13Q: 3 clusters Score -2029066 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2029238.875000 Penalty: 948.951538
	Iteration 14Q: 3 clusters Score -2029239 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2029414.125000 Penalty: 948.951538
	Iteration 15Q: 3 clusters Score -2029414 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2029548.000000 Penalty: 948.951538
	Iteration 16Q: 3 clusters Score -2029548 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2029630.750000 Penalty: 948.951538
	Iteration 17Q: 3 clusters Score -2029631 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2029668.250000 Penalty: 948.951538
	Iteration 18Q: 3 clusters Score -2029668 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2029689.375000 Penalty: 948.951538
	Iteration 19Q: 3 clusters Score -2029689 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2029696.875000 Penalty: 948.951538
	Iteration 20F: 3 clusters Score -2029697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2029700.375000 Penalty: 948.951538
	Iteration 21Q: 3 clusters Score -2029700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2029701.250000 Penalty: 948.951538
	Iteration 22Q: 3 clusters Score -2029701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2029704.250000 Penalty: 948.951538
	Iteration 23Q: 3 clusters Score -2029704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2029707.250000 Penalty: 948.951538
	Iteration 24Q: 3 clusters Score -2029707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2029709.750000 Penalty: 948.951538
	Iteration 25Q: 3 clusters Score -2029710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2029709.250000 Penalty: 948.951538
	Iteration 26Q: 3 clusters Score -2029709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2029706.500000 Penalty: 948.951538
	Iteration 27Q: 3 clusters Score -2029706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2029709.500000 Penalty: 948.951538
	Iteration 28Q: 3 clusters Score -2029710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2029710.875000 Penalty: 948.951538
	Iteration 29Q: 3 clusters Score -2029711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2029710.625000 Penalty: 948.951538
	Iteration 30Q: 3 clusters Score -2029711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2029712.375000 Penalty: 948.951538
	Iteration 31Q: 3 clusters Score -2029712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2029711.750000 Penalty: 948.951538
	Iteration 32Q: 3 clusters Score -2029712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2029711.750000 Penalty: 948.951538
	Iteration 33F: 3 clusters Score -2029712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 32624 members 
Mstep: Class 3 contains 4621 members 
Mstep: Class 4 contains 34842 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 152842 members 
Mstep: Class 7 contains 1170 members 
Mstep: Class 8 contains 6783 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 69921 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 18182 members 
Mstep: Class 15 contains 161054 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 70657 members 
Entering Unmasked Estep 
Score: -35724656.000000 Penalty: 9661.132812
Splitting cluster 2 changes total score from -35719848.000000 to -35724656.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 3 (4621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Entering Unmasked Estep 
Score: -264187.281250 Penalty: 383.945648
	Iteration 0F: 2 clusters Score -264187.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -261072.875000 Penalty: 767.891296
	Iteration 0F: 3 clusters Score -261072.9 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -262204.437500 Penalty: 767.891296
	Iteration 1F: 3 clusters Score -262204.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -262332.500000 Penalty: 767.891296
	Iteration 2F: 3 clusters Score -262332.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -262452.375000 Penalty: 767.891296
	Iteration 3F: 3 clusters Score -262452.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -262575.593750 Penalty: 767.891296
	Iteration 4Q: 3 clusters Score -262575.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -262734.187500 Penalty: 767.891296
	Iteration 5Q: 3 clusters Score -262734.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -262907.906250 Penalty: 767.891296
	Iteration 6Q: 3 clusters Score -262907.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -263092.687500 Penalty: 767.891296
	Iteration 7F: 3 clusters Score -263092.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -263271.968750 Penalty: 767.891296
	Iteration 8Q: 3 clusters Score -263272 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -263433.062500 Penalty: 767.891296
	Iteration 9Q: 3 clusters Score -263433.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -263548.625000 Penalty: 767.891296
	Iteration 10Q: 3 clusters Score -263548.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -263672.218750 Penalty: 767.891296
	Iteration 11Q: 3 clusters Score -263672.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -263774.968750 Penalty: 767.891296
	Iteration 12Q: 3 clusters Score -263775 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -263870.343750 Penalty: 767.891296
	Iteration 13Q: 3 clusters Score -263870.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -263960.625000 Penalty: 767.891296
	Iteration 14Q: 3 clusters Score -263960.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -264057.812500 Penalty: 767.891296
	Iteration 15Q: 3 clusters Score -264057.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -264150.375000 Penalty: 767.891296
	Iteration 16Q: 3 clusters Score -264150.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -264202.281250 Penalty: 767.891296
	Iteration 17Q: 3 clusters Score -264202.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -264224.562500 Penalty: 767.891296
	Iteration 18Q: 3 clusters Score -264224.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -264231.468750 Penalty: 767.891296
	Iteration 19Q: 3 clusters Score -264231.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -264236.531250 Penalty: 767.891296
	Iteration 20F: 3 clusters Score -264236.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -264237.468750 Penalty: 767.891296
	Iteration 21Q: 3 clusters Score -264237.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -264237.625000 Penalty: 767.891296
	Iteration 22Q: 3 clusters Score -264237.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -264237.718750 Penalty: 767.891296
	Iteration 23Q: 3 clusters Score -264237.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -264237.718750 Penalty: 767.891296
	Iteration 24F: 3 clusters Score -264237.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 32624 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 34842 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 152842 members 
Mstep: Class 7 contains 1170 members 
Mstep: Class 8 contains 6783 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 69921 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 18182 members 
Mstep: Class 14 contains 1075 members 
Mstep: Class 15 contains 161054 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 70657 members 
Entering Unmasked Estep 
Score: -35724472.000000 Penalty: 10264.954102
Splitting cluster 3 changes total score from -35719848.000000 to -35724472.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 4 (34842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Entering Unmasked Estep 
Score: -2102351.750000 Penalty: 475.865356
	Iteration 0F: 2 clusters Score -2102352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2078890.750000 Penalty: 951.730713
	Iteration 0F: 3 clusters Score -2078891 nChanged 16926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2089465.750000 Penalty: 951.730713
	Iteration 1F: 3 clusters Score -2089466 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2090642.750000 Penalty: 951.730713
	Iteration 2F: 3 clusters Score -2090643 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2092398.750000 Penalty: 951.730713
	Iteration 3F: 3 clusters Score -2092399 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2094671.500000 Penalty: 951.730713
	Iteration 4F: 3 clusters Score -2094672 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2097034.250000 Penalty: 951.730713
	Iteration 5F: 3 clusters Score -2097034 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2098850.750000 Penalty: 951.730713
	Iteration 6F: 3 clusters Score -2098851 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2099666.000000 Penalty: 951.730713
	Iteration 7Q: 3 clusters Score -2099666 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2099963.750000 Penalty: 951.730713
	Iteration 8Q: 3 clusters Score -2099964 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2100145.750000 Penalty: 951.730713
	Iteration 9Q: 3 clusters Score -2100146 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2100277.250000 Penalty: 951.730713
	Iteration 10Q: 3 clusters Score -2100277 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2100414.000000 Penalty: 951.730713
	Iteration 11Q: 3 clusters Score -2100414 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2100539.750000 Penalty: 951.730713
	Iteration 12Q: 3 clusters Score -2100540 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2100658.250000 Penalty: 951.730713
	Iteration 13Q: 3 clusters Score -2100658 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2100780.250000 Penalty: 951.730713
	Iteration 14Q: 3 clusters Score -2100780 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2100892.750000 Penalty: 951.730713
	Iteration 15Q: 3 clusters Score -2100893 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2101024.000000 Penalty: 951.730713
	Iteration 16Q: 3 clusters Score -2101024 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2101127.500000 Penalty: 951.730713
	Iteration 17Q: 3 clusters Score -2101128 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2101221.500000 Penalty: 951.730713
	Iteration 18Q: 3 clusters Score -2101222 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2101314.500000 Penalty: 951.730713
	Iteration 19Q: 3 clusters Score -2101314 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2101392.000000 Penalty: 951.730713
	Iteration 20F: 3 clusters Score -2101392 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2101466.000000 Penalty: 951.730713
	Iteration 21Q: 3 clusters Score -2101466 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2101520.250000 Penalty: 951.730713
	Iteration 22Q: 3 clusters Score -2101520 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2101569.000000 Penalty: 951.730713
	Iteration 23Q: 3 clusters Score -2101569 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2101630.750000 Penalty: 951.730713
	Iteration 24Q: 3 clusters Score -2101631 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2101689.500000 Penalty: 951.730713
	Iteration 25Q: 3 clusters Score -2101690 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2101728.500000 Penalty: 951.730713
	Iteration 26Q: 3 clusters Score -2101728 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2101764.250000 Penalty: 951.730713
	Iteration 27Q: 3 clusters Score -2101764 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2101794.500000 Penalty: 951.730713
	Iteration 28Q: 3 clusters Score -2101794 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2101820.000000 Penalty: 951.730713
	Iteration 29Q: 3 clusters Score -2101820 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2101848.750000 Penalty: 951.730713
	Iteration 30Q: 3 clusters Score -2101849 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2101872.250000 Penalty: 951.730713
	Iteration 31Q: 3 clusters Score -2101872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2101883.750000 Penalty: 951.730713
	Iteration 32Q: 3 clusters Score -2101884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2101896.250000 Penalty: 951.730713
	Iteration 33Q: 3 clusters Score -2101896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2101915.000000 Penalty: 951.730713
	Iteration 34Q: 3 clusters Score -2101915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2101920.500000 Penalty: 951.730713
	Iteration 35Q: 3 clusters Score -2101920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2101931.250000 Penalty: 951.730713
	Iteration 36Q: 3 clusters Score -2101931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2101937.500000 Penalty: 951.730713
	Iteration 37Q: 3 clusters Score -2101938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2101944.500000 Penalty: 951.730713
	Iteration 38Q: 3 clusters Score -2101944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2101944.500000 Penalty: 951.730713
	Iteration 39Q: 3 clusters Score -2101944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2101951.000000 Penalty: 951.730713
	Iteration 40F: 3 clusters Score -2101951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2101952.250000 Penalty: 951.730713
	Iteration 41Q: 3 clusters Score -2101952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2101955.500000 Penalty: 951.730713
	Iteration 42Q: 3 clusters Score -2101956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2101954.500000 Penalty: 951.730713
	Iteration 43Q: 3 clusters Score -2101954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2101962.250000 Penalty: 951.730713
	Iteration 44Q: 3 clusters Score -2101962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2101969.000000 Penalty: 951.730713
	Iteration 45Q: 3 clusters Score -2101969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2101969.000000 Penalty: 951.730713
	Iteration 46Q: 3 clusters Score -2101969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2101975.500000 Penalty: 951.730713
	Iteration 47Q: 3 clusters Score -2101976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2101975.000000 Penalty: 951.730713
	Iteration 48Q: 3 clusters Score -2101975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2101974.250000 Penalty: 951.730713
	Iteration 49Q: 3 clusters Score -2101974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2101977.500000 Penalty: 951.730713
	Iteration 50Q: 3 clusters Score -2101978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2101977.000000 Penalty: 951.730713
	Iteration 51Q: 3 clusters Score -2101977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2101978.500000 Penalty: 951.730713
	Iteration 52Q: 3 clusters Score -2101978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2101980.750000 Penalty: 951.730713
	Iteration 53Q: 3 clusters Score -2101981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2101977.500000 Penalty: 951.730713
	Iteration 54Q: 3 clusters Score -2101978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2101979.000000 Penalty: 951.730713
	Iteration 55Q: 3 clusters Score -2101979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2101983.500000 Penalty: 951.730713
	Iteration 56Q: 3 clusters Score -2101984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2101986.000000 Penalty: 951.730713
	Iteration 57Q: 3 clusters Score -2101986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2101986.500000 Penalty: 951.730713
	Iteration 58Q: 3 clusters Score -2101986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2101990.250000 Penalty: 951.730713
	Iteration 59Q: 3 clusters Score -2101990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2101994.750000 Penalty: 951.730713
	Iteration 60F: 3 clusters Score -2101995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2101998.500000 Penalty: 951.730713
	Iteration 61Q: 3 clusters Score -2101998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2102000.000000 Penalty: 951.730713
	Iteration 62Q: 3 clusters Score -2102000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2101999.250000 Penalty: 951.730713
	Iteration 63Q: 3 clusters Score -2101999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2101999.250000 Penalty: 951.730713
	Iteration 64F: 3 clusters Score -2101999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Entering Unmasked Estep 
Score: -1359424.875000 Penalty: 453.964844
	Iteration 0F: 2 clusters Score -1359425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1345006.625000 Penalty: 907.929688
	Iteration 0F: 3 clusters Score -1345007 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1351048.250000 Penalty: 907.929688
	Iteration 1F: 3 clusters Score -1351048 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1351337.375000 Penalty: 907.929688
	Iteration 2Q: 3 clusters Score -1351337 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1351761.875000 Penalty: 907.929688
	Iteration 3Q: 3 clusters Score -1351762 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1352356.500000 Penalty: 907.929688
	Iteration 4F: 3 clusters Score -1352356 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1353166.250000 Penalty: 907.929688
	Iteration 5F: 3 clusters Score -1353166 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1354000.375000 Penalty: 907.929688
	Iteration 6F: 3 clusters Score -1354000 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1354703.000000 Penalty: 907.929688
	Iteration 7F: 3 clusters Score -1354703 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1355250.625000 Penalty: 907.929688
	Iteration 8Q: 3 clusters Score -1355251 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1355647.500000 Penalty: 907.929688
	Iteration 9Q: 3 clusters Score -1355648 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1355906.500000 Penalty: 907.929688
	Iteration 10Q: 3 clusters Score -1355906 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1356091.750000 Penalty: 907.929688
	Iteration 11Q: 3 clusters Score -1356092 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1356254.500000 Penalty: 907.929688
	Iteration 12Q: 3 clusters Score -1356254 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -1356434.375000 Penalty: 907.929688
	Iteration 13Q: 3 clusters Score -1356434 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -1356629.000000 Penalty: 907.929688
	Iteration 14Q: 3 clusters Score -1356629 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -1356813.500000 Penalty: 907.929688
	Iteration 15Q: 3 clusters Score -1356814 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -1357031.125000 Penalty: 907.929688
	Iteration 16Q: 3 clusters Score -1357031 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -1357268.000000 Penalty: 907.929688
	Iteration 17Q: 3 clusters Score -1357268 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -1357533.125000 Penalty: 907.929688
	Iteration 18Q: 3 clusters Score -1357533 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -1357787.750000 Penalty: 907.929688
	Iteration 19Q: 3 clusters Score -1357788 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -1358063.125000 Penalty: 907.929688
	Iteration 20F: 3 clusters Score -1358063 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -1358324.000000 Penalty: 907.929688
	Iteration 21Q: 3 clusters Score -1358324 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -1358532.000000 Penalty: 907.929688
	Iteration 22Q: 3 clusters Score -1358532 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -1358684.625000 Penalty: 907.929688
	Iteration 23Q: 3 clusters Score -1358685 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -1358792.500000 Penalty: 907.929688
	Iteration 24Q: 3 clusters Score -1358792 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -1358873.000000 Penalty: 907.929688
	Iteration 25Q: 3 clusters Score -1358873 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -1358930.750000 Penalty: 907.929688
	Iteration 26Q: 3 clusters Score -1358931 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -1358958.500000 Penalty: 907.929688
	Iteration 27Q: 3 clusters Score -1358958 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -1358988.000000 Penalty: 907.929688
	Iteration 28Q: 3 clusters Score -1358988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -1359007.500000 Penalty: 907.929688
	Iteration 29Q: 3 clusters Score -1359008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -1359017.500000 Penalty: 907.929688
	Iteration 30Q: 3 clusters Score -1359018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -1359021.625000 Penalty: 907.929688
	Iteration 31Q: 3 clusters Score -1359022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -1359026.125000 Penalty: 907.929688
	Iteration 32Q: 3 clusters Score -1359026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -1359025.625000 Penalty: 907.929688
	Iteration 33Q: 3 clusters Score -1359026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -1359026.500000 Penalty: 907.929688
	Iteration 34Q: 3 clusters Score -1359026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -1359026.250000 Penalty: 907.929688
	Iteration 35Q: 3 clusters Score -1359026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -1359026.250000 Penalty: 907.929688
	Iteration 36F: 3 clusters Score -1359026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (152842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152842 members 
Entering Unmasked Estep 
Score: -9949847.000000 Penalty: 543.140747
	Iteration 0F: 2 clusters Score -9949847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76529 members 
Mstep: Class 2 contains 76313 members 
Entering Unmasked Estep 
Score: -9889999.000000 Penalty: 1086.281494
	Iteration 0F: 3 clusters Score -9889999 nChanged 75093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87890 members 
Mstep: Class 2 contains 64952 members 
Entering Unmasked Estep 
Score: -9937030.000000 Penalty: 1086.281494
	Iteration 1F: 3 clusters Score -9937030 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93633 members 
Mstep: Class 2 contains 59209 members 
Entering Unmasked Estep 
Score: -9938643.000000 Penalty: 1086.281494
	Iteration 2F: 3 clusters Score -9938643 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98996 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -9942580.000000 Penalty: 1086.281494
	Iteration 3F: 3 clusters Score -9942580 nChanged 13204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102160 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
Score: -9950968.000000 Penalty: 1086.281494
	Iteration 4F: 3 clusters Score -9950968 nChanged 14040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100964 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -9964180.000000 Penalty: 1086.281494
	Iteration 5F: 3 clusters Score -9964180 nChanged 12952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96734 members 
Mstep: Class 2 contains 56108 members 
Entering Unmasked Estep 
Score: -9971404.000000 Penalty: 1086.281494
	Iteration 6F: 3 clusters Score -9971404 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93267 members 
Mstep: Class 2 contains 59575 members 
Entering Unmasked Estep 
Score: -9974072.000000 Penalty: 1086.281494
	Iteration 7Q: 3 clusters Score -9974072 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90550 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -9975931.000000 Penalty: 1086.281494
	Iteration 8Q: 3 clusters Score -9975931 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87954 members 
Mstep: Class 2 contains 64888 members 
Entering Unmasked Estep 
Score: -9980578.000000 Penalty: 1086.281494
	Iteration 9Q: 3 clusters Score -9980578 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86189 members 
Mstep: Class 2 contains 66653 members 
Entering Unmasked Estep 
Score: -9983926.000000 Penalty: 1086.281494
	Iteration 10Q: 3 clusters Score -9983926 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85069 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -9985628.000000 Penalty: 1086.281494
	Iteration 11Q: 3 clusters Score -9985628 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84640 members 
Mstep: Class 2 contains 68202 members 
Entering Unmasked Estep 
Score: -9986459.000000 Penalty: 1086.281494
	Iteration 12Q: 3 clusters Score -9986459 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84400 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -9986993.000000 Penalty: 1086.281494
	Iteration 13Q: 3 clusters Score -9986993 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 68531 members 
Entering Unmasked Estep 
Score: -9987110.000000 Penalty: 1086.281494
	Iteration 14Q: 3 clusters Score -9987110 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84182 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -9987339.000000 Penalty: 1086.281494
	Iteration 15Q: 3 clusters Score -9987339 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84021 members 
Mstep: Class 2 contains 68821 members 
Entering Unmasked Estep 
Score: -9987610.000000 Penalty: 1086.281494
	Iteration 16Q: 3 clusters Score -9987610 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83949 members 
Mstep: Class 2 contains 68893 members 
Entering Unmasked Estep 
Score: -9987677.000000 Penalty: 1086.281494
	Iteration 17Q: 3 clusters Score -9987677 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83898 members 
Mstep: Class 2 contains 68944 members 
Entering Unmasked Estep 
Score: -9987586.000000 Penalty: 1086.281494
	Iteration 18Q: 3 clusters Score -9987586 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -9987705.000000 Penalty: 1086.281494
	Iteration 19Q: 3 clusters Score -9987705 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Mstep: Class 2 contains 69019 members 
Entering Unmasked Estep 
Score: -9987766.000000 Penalty: 1086.281494
	Iteration 20F: 3 clusters Score -9987766 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83787 members 
Mstep: Class 2 contains 69055 members 
Entering Unmasked Estep 
Score: -9987774.000000 Penalty: 1086.281494
	Iteration 21Q: 3 clusters Score -9987774 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83745 members 
Mstep: Class 2 contains 69097 members 
Entering Unmasked Estep 
Score: -9987826.000000 Penalty: 1086.281494
	Iteration 22Q: 3 clusters Score -9987826 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83766 members 
Mstep: Class 2 contains 69076 members 
Entering Unmasked Estep 
Score: -9987785.000000 Penalty: 1086.281494
	Iteration 23Q: 3 clusters Score -9987785 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83760 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -9987784.000000 Penalty: 1086.281494
	Iteration 24Q: 3 clusters Score -9987784 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83747 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -9987812.000000 Penalty: 1086.281494
	Iteration 25Q: 3 clusters Score -9987812 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83707 members 
Mstep: Class 2 contains 69135 members 
Entering Unmasked Estep 
Score: -9987860.000000 Penalty: 1086.281494
	Iteration 26Q: 3 clusters Score -9987860 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -9987881.000000 Penalty: 1086.281494
	Iteration 27Q: 3 clusters Score -9987881 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83708 members 
Mstep: Class 2 contains 69134 members 
Entering Unmasked Estep 
Score: -9987874.000000 Penalty: 1086.281494
	Iteration 28Q: 3 clusters Score -9987874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83720 members 
Mstep: Class 2 contains 69122 members 
Entering Unmasked Estep 
Score: -9987864.000000 Penalty: 1086.281494
	Iteration 29Q: 3 clusters Score -9987864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83716 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -9987861.000000 Penalty: 1086.281494
	Iteration 30Q: 3 clusters Score -9987861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83718 members 
Mstep: Class 2 contains 69124 members 
Entering Unmasked Estep 
Score: -9987840.000000 Penalty: 1086.281494
	Iteration 31Q: 3 clusters Score -9987840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83723 members 
Mstep: Class 2 contains 69119 members 
Entering Unmasked Estep 
Score: -9987809.000000 Penalty: 1086.281494
	Iteration 32Q: 3 clusters Score -9987809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83728 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -9987791.000000 Penalty: 1086.281494
	Iteration 33Q: 3 clusters Score -9987791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83716 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -9987815.000000 Penalty: 1086.281494
	Iteration 34Q: 3 clusters Score -9987815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83705 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -9987848.000000 Penalty: 1086.281494
	Iteration 35Q: 3 clusters Score -9987848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83705 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -9987837.000000 Penalty: 1086.281494
	Iteration 36Q: 3 clusters Score -9987837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83711 members 
Mstep: Class 2 contains 69131 members 
Entering Unmasked Estep 
Score: -9987831.000000 Penalty: 1086.281494
	Iteration 37Q: 3 clusters Score -9987831 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83690 members 
Mstep: Class 2 contains 69152 members 
Entering Unmasked Estep 
Score: -9987843.000000 Penalty: 1086.281494
	Iteration 38Q: 3 clusters Score -9987843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83684 members 
Mstep: Class 2 contains 69158 members 
Entering Unmasked Estep 
Score: -9987860.000000 Penalty: 1086.281494
	Iteration 39Q: 3 clusters Score -9987860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83675 members 
Mstep: Class 2 contains 69167 members 
Entering Unmasked Estep 
Score: -9987864.000000 Penalty: 1086.281494
	Iteration 40F: 3 clusters Score -9987864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -9987839.000000 Penalty: 1086.281494
	Iteration 41Q: 3 clusters Score -9987839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83674 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
Score: -9987848.000000 Penalty: 1086.281494
	Iteration 42Q: 3 clusters Score -9987848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83653 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -9987856.000000 Penalty: 1086.281494
	Iteration 43Q: 3 clusters Score -9987856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83644 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -9987843.000000 Penalty: 1086.281494
	Iteration 44Q: 3 clusters Score -9987843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83641 members 
Mstep: Class 2 contains 69201 members 
Entering Unmasked Estep 
Score: -9987842.000000 Penalty: 1086.281494
	Iteration 45Q: 3 clusters Score -9987842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83620 members 
Mstep: Class 2 contains 69222 members 
Entering Unmasked Estep 
Score: -9987891.000000 Penalty: 1086.281494
	Iteration 46Q: 3 clusters Score -9987891 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83617 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -9987882.000000 Penalty: 1086.281494
	Iteration 47Q: 3 clusters Score -9987882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83623 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -9987854.000000 Penalty: 1086.281494
	Iteration 48Q: 3 clusters Score -9987854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83620 members 
Mstep: Class 2 contains 69222 members 
Entering Unmasked Estep 
Score: -9987848.000000 Penalty: 1086.281494
	Iteration 49Q: 3 clusters Score -9987848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83618 members 
Mstep: Class 2 contains 69224 members 
Entering Unmasked Estep 
Score: -9987819.000000 Penalty: 1086.281494
	Iteration 50Q: 3 clusters Score -9987819 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 69215 members 
Entering Unmasked Estep 
Score: -9987844.000000 Penalty: 1086.281494
	Iteration 51Q: 3 clusters Score -9987844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83644 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -9987795.000000 Penalty: 1086.281494
	Iteration 52Q: 3 clusters Score -9987795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83629 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -9987826.000000 Penalty: 1086.281494
	Iteration 53Q: 3 clusters Score -9987826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83642 members 
Mstep: Class 2 contains 69200 members 
Entering Unmasked Estep 
Score: -9987802.000000 Penalty: 1086.281494
	Iteration 54Q: 3 clusters Score -9987802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83634 members 
Mstep: Class 2 contains 69208 members 
Entering Unmasked Estep 
Score: -9987825.000000 Penalty: 1086.281494
	Iteration 55Q: 3 clusters Score -9987825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83635 members 
Mstep: Class 2 contains 69207 members 
Entering Unmasked Estep 
Score: -9987825.000000 Penalty: 1086.281494
	Iteration 56Q: 3 clusters Score -9987825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83636 members 
Mstep: Class 2 contains 69206 members 
Entering Unmasked Estep 
Score: -9987821.000000 Penalty: 1086.281494
	Iteration 57Q: 3 clusters Score -9987821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83637 members 
Mstep: Class 2 contains 69205 members 
Entering Unmasked Estep 
Score: -9987815.000000 Penalty: 1086.281494
	Iteration 58Q: 3 clusters Score -9987815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83638 members 
Mstep: Class 2 contains 69204 members 
Entering Unmasked Estep 
Score: -9987818.000000 Penalty: 1086.281494
	Iteration 59Q: 3 clusters Score -9987818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83639 members 
Mstep: Class 2 contains 69203 members 
Entering Unmasked Estep 
Score: -9987817.000000 Penalty: 1086.281494
	Iteration 60F: 3 clusters Score -9987817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 69202 members 
Entering Unmasked Estep 
Score: -9987809.000000 Penalty: 1086.281494
	Iteration 61Q: 3 clusters Score -9987809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 69202 members 
Entering Unmasked Estep 
Score: -9987809.000000 Penalty: 1086.281494
	Iteration 62F: 3 clusters Score -9987809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 32624 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 34842 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 83640 members 
Mstep: Class 7 contains 1170 members 
Mstep: Class 8 contains 6783 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 69921 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 18182 members 
Mstep: Class 14 contains 1075 members 
Mstep: Class 15 contains 161054 members 
Mstep: Class 16 contains 69202 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 70657 members 
Entering Unmasked Estep 
Score: -35762252.000000 Penalty: 10868.774414
Splitting cluster 6 changes total score from -35719848.000000 to -35762252.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 8 (6783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Entering Unmasked Estep 
Score: -432881.343750 Penalty: 401.408966
	Iteration 0F: 2 clusters Score -432881.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -428343.156250 Penalty: 802.817932
	Iteration 0F: 3 clusters Score -428343.2 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -430167.343750 Penalty: 802.817932
	Iteration 1F: 3 clusters Score -430167.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -430537.187500 Penalty: 802.817932
	Iteration 2F: 3 clusters Score -430537.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -430917.125000 Penalty: 802.817932
	Iteration 3F: 3 clusters Score -430917.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -431232.843750 Penalty: 802.817932
	Iteration 4F: 3 clusters Score -431232.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -431489.156250 Penalty: 802.817932
	Iteration 5Q: 3 clusters Score -431489.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -431741.031250 Penalty: 802.817932
	Iteration 6Q: 3 clusters Score -431741 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -431959.468750 Penalty: 802.817932
	Iteration 7Q: 3 clusters Score -431959.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -432170.312500 Penalty: 802.817932
	Iteration 8Q: 3 clusters Score -432170.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -432316.187500 Penalty: 802.817932
	Iteration 9Q: 3 clusters Score -432316.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -432420.937500 Penalty: 802.817932
	Iteration 10Q: 3 clusters Score -432420.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -432490.500000 Penalty: 802.817932
	Iteration 11Q: 3 clusters Score -432490.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -432545.437500 Penalty: 802.817932
	Iteration 12Q: 3 clusters Score -432545.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -432566.968750 Penalty: 802.817932
	Iteration 13Q: 3 clusters Score -432567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -432585.218750 Penalty: 802.817932
	Iteration 14Q: 3 clusters Score -432585.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -432598.250000 Penalty: 802.817932
	Iteration 15Q: 3 clusters Score -432598.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -432606.875000 Penalty: 802.817932
	Iteration 16Q: 3 clusters Score -432606.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -432609.875000 Penalty: 802.817932
	Iteration 17Q: 3 clusters Score -432609.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -432610.656250 Penalty: 802.817932
	Iteration 18Q: 3 clusters Score -432610.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -432611.718750 Penalty: 802.817932
	Iteration 19Q: 3 clusters Score -432611.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -432612.093750 Penalty: 802.817932
	Iteration 20F: 3 clusters Score -432612.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -432612.500000 Penalty: 802.817932
	Iteration 21Q: 3 clusters Score -432612.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -432613.218750 Penalty: 802.817932
	Iteration 22Q: 3 clusters Score -432613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -432614.281250 Penalty: 802.817932
	Iteration 23Q: 3 clusters Score -432614.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -432615.062500 Penalty: 802.817932
	Iteration 24Q: 3 clusters Score -432615.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -432615.250000 Penalty: 802.817932
	Iteration 25Q: 3 clusters Score -432615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -432616.843750 Penalty: 802.817932
	Iteration 26Q: 3 clusters Score -432616.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -432618.187500 Penalty: 802.817932
	Iteration 27Q: 3 clusters Score -432618.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -432618.187500 Penalty: 802.817932
	Iteration 28F: 3 clusters Score -432618.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -66375.164062 Penalty: 326.240448
	Iteration 0F: 2 clusters Score -66375.16 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 651 members 
Entering Unmasked Estep 
Score: -65424.367188 Penalty: 652.480896
	Iteration 0F: 3 clusters Score -65424.37 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -66032.000000 Penalty: 652.480896
	Iteration 1F: 3 clusters Score -66032 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -66496.195312 Penalty: 652.480896
	Iteration 2F: 3 clusters Score -66496.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -66686.367188 Penalty: 652.480896
	Iteration 3F: 3 clusters Score -66686.37 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -66763.601562 Penalty: 652.480896
	Iteration 4Q: 3 clusters Score -66763.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -66787.812500 Penalty: 652.480896
	Iteration 5Q: 3 clusters Score -66787.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -66804.085938 Penalty: 652.480896
	Iteration 6Q: 3 clusters Score -66804.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -66819.328125 Penalty: 652.480896
	Iteration 7Q: 3 clusters Score -66819.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -66831.585938 Penalty: 652.480896
	Iteration 8Q: 3 clusters Score -66831.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -66847.312500 Penalty: 652.480896
	Iteration 9Q: 3 clusters Score -66847.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -66856.039062 Penalty: 652.480896
	Iteration 10Q: 3 clusters Score -66856.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -66858.132812 Penalty: 652.480896
	Iteration 11Q: 3 clusters Score -66858.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -66858.664062 Penalty: 652.480896
	Iteration 12Q: 3 clusters Score -66858.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -66858.820312 Penalty: 652.480896
	Iteration 13Q: 3 clusters Score -66858.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -66858.898438 Penalty: 652.480896
	Iteration 14Q: 3 clusters Score -66858.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -66858.898438 Penalty: 652.480896
	Iteration 15F: 3 clusters Score -66858.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 32624 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 34842 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 83640 members 
Mstep: Class 7 contains 1170 members 
Mstep: Class 8 contains 6783 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 69921 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 18182 members 
Mstep: Class 14 contains 1075 members 
Mstep: Class 15 contains 161054 members 
Mstep: Class 16 contains 69202 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 70657 members 
Mstep: Class 19 contains 746 members 
Entering Unmasked Estep 
Score: -35762456.000000 Penalty: 11472.595703
Splitting cluster 9 changes total score from -35719848.000000 to -35762456.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 10 (69921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Entering Unmasked Estep 
Score: -4253457.500000 Penalty: 507.557983
	Iteration 0F: 2 clusters Score -4253458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -4206471.500000 Penalty: 1015.115967
	Iteration 0F: 3 clusters Score -4206472 nChanged 33937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -4226521.500000 Penalty: 1015.115967
	Iteration 1F: 3 clusters Score -4226522 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -4227269.500000 Penalty: 1015.115967
	Iteration 2Q: 3 clusters Score -4227270 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -4228280.500000 Penalty: 1015.115967
	Iteration 3Q: 3 clusters Score -4228280 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -4229748.500000 Penalty: 1015.115967
	Iteration 4Q: 3 clusters Score -4229748 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -4231766.000000 Penalty: 1015.115967
	Iteration 5F: 3 clusters Score -4231766 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -4234484.500000 Penalty: 1015.115967
	Iteration 6F: 3 clusters Score -4234484 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -4237576.500000 Penalty: 1015.115967
	Iteration 7F: 3 clusters Score -4237576 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -4239846.500000 Penalty: 1015.115967
	Iteration 8F: 3 clusters Score -4239846 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -4240791.000000 Penalty: 1015.115967
	Iteration 9Q: 3 clusters Score -4240791 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -4241132.500000 Penalty: 1015.115967
	Iteration 10Q: 3 clusters Score -4241132 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -4241267.500000 Penalty: 1015.115967
	Iteration 11Q: 3 clusters Score -4241268 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -4241403.000000 Penalty: 1015.115967
	Iteration 12Q: 3 clusters Score -4241403 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -4241541.500000 Penalty: 1015.115967
	Iteration 13Q: 3 clusters Score -4241542 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -4241599.500000 Penalty: 1015.115967
	Iteration 14Q: 3 clusters Score -4241600 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -4241686.500000 Penalty: 1015.115967
	Iteration 15Q: 3 clusters Score -4241686 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -4241760.000000 Penalty: 1015.115967
	Iteration 16Q: 3 clusters Score -4241760 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -4241823.000000 Penalty: 1015.115967
	Iteration 17Q: 3 clusters Score -4241823 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -4241885.000000 Penalty: 1015.115967
	Iteration 18Q: 3 clusters Score -4241885 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -4241941.000000 Penalty: 1015.115967
	Iteration 19Q: 3 clusters Score -4241941 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -4241999.000000 Penalty: 1015.115967
	Iteration 20F: 3 clusters Score -4241999 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -4242054.500000 Penalty: 1015.115967
	Iteration 21Q: 3 clusters Score -4242054 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -4242095.000000 Penalty: 1015.115967
	Iteration 22Q: 3 clusters Score -4242095 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -4242197.000000 Penalty: 1015.115967
	Iteration 23Q: 3 clusters Score -4242197 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -4242271.500000 Penalty: 1015.115967
	Iteration 24Q: 3 clusters Score -4242272 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -4242358.500000 Penalty: 1015.115967
	Iteration 25Q: 3 clusters Score -4242358 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -4242425.500000 Penalty: 1015.115967
	Iteration 26Q: 3 clusters Score -4242426 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -4242506.500000 Penalty: 1015.115967
	Iteration 27Q: 3 clusters Score -4242506 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -4242625.500000 Penalty: 1015.115967
	Iteration 28Q: 3 clusters Score -4242626 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -4242727.500000 Penalty: 1015.115967
	Iteration 29Q: 3 clusters Score -4242728 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -4242859.000000 Penalty: 1015.115967
	Iteration 30Q: 3 clusters Score -4242859 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -4243038.000000 Penalty: 1015.115967
	Iteration 31Q: 3 clusters Score -4243038 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -4243245.000000 Penalty: 1015.115967
	Iteration 32Q: 3 clusters Score -4243245 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -4243450.500000 Penalty: 1015.115967
	Iteration 33Q: 3 clusters Score -4243450 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -4243743.000000 Penalty: 1015.115967
	Iteration 34Q: 3 clusters Score -4243743 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -4244080.500000 Penalty: 1015.115967
	Iteration 35Q: 3 clusters Score -4244080 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -4244515.000000 Penalty: 1015.115967
	Iteration 36Q: 3 clusters Score -4244515 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -4244964.000000 Penalty: 1015.115967
	Iteration 37Q: 3 clusters Score -4244964 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -4245423.500000 Penalty: 1015.115967
	Iteration 38Q: 3 clusters Score -4245424 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -4245855.500000 Penalty: 1015.115967
	Iteration 39Q: 3 clusters Score -4245856 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -4246269.000000 Penalty: 1015.115967
	Iteration 40F: 3 clusters Score -4246269 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -4246699.500000 Penalty: 1015.115967
	Iteration 41Q: 3 clusters Score -4246700 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -4247043.500000 Penalty: 1015.115967
	Iteration 42Q: 3 clusters Score -4247044 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -4247333.000000 Penalty: 1015.115967
	Iteration 43Q: 3 clusters Score -4247333 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
Score: -4247591.500000 Penalty: 1015.115967
	Iteration 44Q: 3 clusters Score -4247592 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -4247845.000000 Penalty: 1015.115967
	Iteration 45Q: 3 clusters Score -4247845 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -4248067.500000 Penalty: 1015.115967
	Iteration 46Q: 3 clusters Score -4248068 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -4248245.500000 Penalty: 1015.115967
	Iteration 47Q: 3 clusters Score -4248246 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -4248400.000000 Penalty: 1015.115967
	Iteration 48Q: 3 clusters Score -4248400 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -4248529.000000 Penalty: 1015.115967
	Iteration 49Q: 3 clusters Score -4248529 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -4248663.000000 Penalty: 1015.115967
	Iteration 50Q: 3 clusters Score -4248663 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 60710 members 
Entering Unmasked Estep 
Score: -4248794.000000 Penalty: 1015.115967
	Iteration 51Q: 3 clusters Score -4248794 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -4248936.000000 Penalty: 1015.115967
	Iteration 52Q: 3 clusters Score -4248936 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 61876 members 
Entering Unmasked Estep 
Score: -4249124.500000 Penalty: 1015.115967
	Iteration 53Q: 3 clusters Score -4249124 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 62469 members 
Entering Unmasked Estep 
Score: -4249290.000000 Penalty: 1015.115967
	Iteration 54Q: 3 clusters Score -4249290 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 63084 members 
Entering Unmasked Estep 
Score: -4249483.500000 Penalty: 1015.115967
	Iteration 55Q: 3 clusters Score -4249484 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -4249734.000000 Penalty: 1015.115967
	Iteration 56Q: 3 clusters Score -4249734 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -4249975.500000 Penalty: 1015.115967
	Iteration 57Q: 3 clusters Score -4249976 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -4250216.500000 Penalty: 1015.115967
	Iteration 58Q: 3 clusters Score -4250216 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 65636 members 
Entering Unmasked Estep 
Score: -4250532.000000 Penalty: 1015.115967
	Iteration 59Q: 3 clusters Score -4250532 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 66261 members 
Entering Unmasked Estep 
Score: -4250867.000000 Penalty: 1015.115967
	Iteration 60F: 3 clusters Score -4250867 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -4251214.000000 Penalty: 1015.115967
	Iteration 61Q: 3 clusters Score -4251214 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 67446 members 
Entering Unmasked Estep 
Score: -4251534.000000 Penalty: 1015.115967
	Iteration 62Q: 3 clusters Score -4251534 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -4251877.500000 Penalty: 1015.115967
	Iteration 63Q: 3 clusters Score -4251878 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 68398 members 
Entering Unmasked Estep 
Score: -4252142.000000 Penalty: 1015.115967
	Iteration 64Q: 3 clusters Score -4252142 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -4252356.500000 Penalty: 1015.115967
	Iteration 65Q: 3 clusters Score -4252356 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -4252526.000000 Penalty: 1015.115967
	Iteration 66Q: 3 clusters Score -4252526 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 69260 members 
Entering Unmasked Estep 
Score: -4252682.500000 Penalty: 1015.115967
	Iteration 67Q: 3 clusters Score -4252682 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
Score: -4252782.000000 Penalty: 1015.115967
	Iteration 68Q: 3 clusters Score -4252782 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 69527 members 
Entering Unmasked Estep 
Score: -4252848.500000 Penalty: 1015.115967
	Iteration 69Q: 3 clusters Score -4252848 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 69599 members 
Entering Unmasked Estep 
Score: -4252891.500000 Penalty: 1015.115967
	Iteration 70Q: 3 clusters Score -4252892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 69644 members 
Entering Unmasked Estep 
Score: -4252918.000000 Penalty: 1015.115967
	Iteration 71Q: 3 clusters Score -4252918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -4252944.000000 Penalty: 1015.115967
	Iteration 72Q: 3 clusters Score -4252944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 69711 members 
Entering Unmasked Estep 
Score: -4252969.000000 Penalty: 1015.115967
	Iteration 73Q: 3 clusters Score -4252969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 69729 members 
Entering Unmasked Estep 
Score: -4252979.500000 Penalty: 1015.115967
	Iteration 74Q: 3 clusters Score -4252980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -4252982.000000 Penalty: 1015.115967
	Iteration 75Q: 3 clusters Score -4252982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 69747 members 
Entering Unmasked Estep 
Score: -4252988.500000 Penalty: 1015.115967
	Iteration 76Q: 3 clusters Score -4252988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
Score: -4253001.500000 Penalty: 1015.115967
	Iteration 77Q: 3 clusters Score -4253002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 69764 members 
Entering Unmasked Estep 
Score: -4253006.500000 Penalty: 1015.115967
	Iteration 78Q: 3 clusters Score -4253006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 69773 members 
Entering Unmasked Estep 
Score: -4253009.000000 Penalty: 1015.115967
	Iteration 79Q: 3 clusters Score -4253009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 69778 members 
Entering Unmasked Estep 
Score: -4253017.500000 Penalty: 1015.115967
	Iteration 80F: 3 clusters Score -4253018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 69785 members 
Entering Unmasked Estep 
Score: -4253027.500000 Penalty: 1015.115967
	Iteration 81Q: 3 clusters Score -4253028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 69789 members 
Entering Unmasked Estep 
Score: -4253032.500000 Penalty: 1015.115967
	Iteration 82Q: 3 clusters Score -4253032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 69793 members 
Entering Unmasked Estep 
Score: -4253036.500000 Penalty: 1015.115967
	Iteration 83Q: 3 clusters Score -4253036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 69796 members 
Entering Unmasked Estep 
Score: -4253040.000000 Penalty: 1015.115967
	Iteration 84Q: 3 clusters Score -4253040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 69796 members 
Entering Unmasked Estep 
Score: -4253040.000000 Penalty: 1015.115967
	Iteration 85Q: 3 clusters Score -4253040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 69797 members 
Entering Unmasked Estep 
Score: -4253041.000000 Penalty: 1015.115967
	Iteration 86Q: 3 clusters Score -4253041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 69798 members 
Entering Unmasked Estep 
Score: -4253041.000000 Penalty: 1015.115967
	Iteration 87Q: 3 clusters Score -4253041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 69798 members 
Entering Unmasked Estep 
Score: -4253041.000000 Penalty: 1015.115967
	Iteration 88F: 3 clusters Score -4253041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -72142.929688 Penalty: 330.672424
	Iteration 0F: 2 clusters Score -72142.93 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 713 members 
Entering Unmasked Estep 
Score: -71077.320312 Penalty: 661.344849
	Iteration 0F: 3 clusters Score -71077.32 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -72001.437500 Penalty: 661.344849
	Iteration 1F: 3 clusters Score -72001.44 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -72533.789062 Penalty: 661.344849
	Iteration 2F: 3 clusters Score -72533.79 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -72620.515625 Penalty: 661.344849
	Iteration 3F: 3 clusters Score -72620.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -72641.796875 Penalty: 661.344849
	Iteration 4Q: 3 clusters Score -72641.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -72656.031250 Penalty: 661.344849
	Iteration 5Q: 3 clusters Score -72656.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -72667.625000 Penalty: 661.344849
	Iteration 6Q: 3 clusters Score -72667.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -72675.460938 Penalty: 661.344849
	Iteration 7Q: 3 clusters Score -72675.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -72682.750000 Penalty: 661.344849
	Iteration 8Q: 3 clusters Score -72682.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -72691.039062 Penalty: 661.344849
	Iteration 9Q: 3 clusters Score -72691.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -72696.773438 Penalty: 661.344849
	Iteration 10Q: 3 clusters Score -72696.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -72702.085938 Penalty: 661.344849
	Iteration 11Q: 3 clusters Score -72702.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -72708.281250 Penalty: 661.344849
	Iteration 12Q: 3 clusters Score -72708.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -72717.773438 Penalty: 661.344849
	Iteration 13Q: 3 clusters Score -72717.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -72729.742188 Penalty: 661.344849
	Iteration 14Q: 3 clusters Score -72729.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -72747.625000 Penalty: 661.344849
	Iteration 15Q: 3 clusters Score -72747.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72778.375000 Penalty: 661.344849
	Iteration 16Q: 3 clusters Score -72778.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72829.687500 Penalty: 661.344849
	Iteration 17Q: 3 clusters Score -72829.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72909.617188 Penalty: 661.344849
	Iteration 18Q: 3 clusters Score -72909.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72999.210938 Penalty: 661.344849
	Iteration 19Q: 3 clusters Score -72999.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73080.125000 Penalty: 661.344849
	Iteration 20F: 3 clusters Score -73080.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -73158.984375 Penalty: 661.344849
	Iteration 21Q: 3 clusters Score -73158.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -73204.343750 Penalty: 661.344849
	Iteration 22Q: 3 clusters Score -73204.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73263.773438 Penalty: 661.344849
	Iteration 23Q: 3 clusters Score -73263.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73427.664062 Penalty: 661.344849
	Iteration 24Q: 3 clusters Score -73427.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -73628.726562 Penalty: 661.344849
	Iteration 25Q: 3 clusters Score -73628.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -73658.218750 Penalty: 661.344849
	Iteration 26Q: 3 clusters Score -73658.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -73667.757812 Penalty: 661.344849
	Iteration 27Q: 3 clusters Score -73667.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -73672.500000 Penalty: 661.344849
	Iteration 28Q: 3 clusters Score -73672.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73684.257812 Penalty: 661.344849
	Iteration 29Q: 3 clusters Score -73684.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -73700.804688 Penalty: 661.344849
	Iteration 30Q: 3 clusters Score -73700.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -73721.726562 Penalty: 661.344849
	Iteration 31Q: 3 clusters Score -73721.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -73758.117188 Penalty: 661.344849
	Iteration 32Q: 3 clusters Score -73758.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -73839.226562 Penalty: 661.344849
	Iteration 33Q: 3 clusters Score -73839.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -73893.726562 Penalty: 661.344849
	Iteration 34Q: 3 clusters Score -73893.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -73917.046875 Penalty: 661.344849
	Iteration 35Q: 3 clusters Score -73917.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -73922.867188 Penalty: 661.344849
	Iteration 36Q: 3 clusters Score -73922.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -73925.109375 Penalty: 661.344849
	Iteration 37Q: 3 clusters Score -73925.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -73925.757812 Penalty: 661.344849
	Iteration 38Q: 3 clusters Score -73925.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -73926.156250 Penalty: 661.344849
	Iteration 39Q: 3 clusters Score -73926.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -73927.273438 Penalty: 661.344849
	Iteration 40F: 3 clusters Score -73927.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -73927.945312 Penalty: 661.344849
	Iteration 41Q: 3 clusters Score -73927.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -73929.765625 Penalty: 661.344849
	Iteration 42Q: 3 clusters Score -73929.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -73936.132812 Penalty: 661.344849
	Iteration 43Q: 3 clusters Score -73936.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -73951.304688 Penalty: 661.344849
	Iteration 44Q: 3 clusters Score -73951.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -74021.359375 Penalty: 661.344849
	Iteration 45Q: 3 clusters Score -74021.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -74232.734375 Penalty: 661.344849
	Iteration 46Q: 3 clusters Score -74232.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -74315.765625 Penalty: 661.344849
	Iteration 47Q: 3 clusters Score -74315.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -74341.015625 Penalty: 661.344849
	Iteration 48Q: 3 clusters Score -74341.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -74356.820312 Penalty: 661.344849
	Iteration 49Q: 3 clusters Score -74356.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -74424.617188 Penalty: 661.344849
	Iteration 50Q: 3 clusters Score -74424.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -74569.429688 Penalty: 661.344849
	Iteration 51Q: 3 clusters Score -74569.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -74729.570312 Penalty: 661.344849
	Iteration 52Q: 3 clusters Score -74729.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -74738.710938 Penalty: 661.344849
	Iteration 53Q: 3 clusters Score -74738.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -74738.710938 Penalty: 661.344849
	Iteration 54F: 3 clusters Score -74738.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 32624 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 34842 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 83640 members 
Mstep: Class 7 contains 1170 members 
Mstep: Class 8 contains 6783 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 69921 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 18182 members 
Mstep: Class 14 contains 1075 members 
Mstep: Class 15 contains 161054 members 
Mstep: Class 16 contains 69202 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 70657 members 
Mstep: Class 19 contains 746 members 
Mstep: Class 20 contains 659 members 
Entering Unmasked Estep 
Score: -35764772.000000 Penalty: 12076.416016
Splitting cluster 11 changes total score from -35719848.000000 to -35764772.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 12 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -85644.406250 Penalty: 329.968445
	Iteration 0F: 2 clusters Score -85644.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -84591.601562 Penalty: 659.936890
	Iteration 0F: 3 clusters Score -84591.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -84943.734375 Penalty: 659.936890
	Iteration 1F: 3 clusters Score -84943.73 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -85063.851562 Penalty: 659.936890
	Iteration 2F: 3 clusters Score -85063.85 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -85179.296875 Penalty: 659.936890
	Iteration 3F: 3 clusters Score -85179.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85235.781250 Penalty: 659.936890
	Iteration 4Q: 3 clusters Score -85235.78 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -85272.593750 Penalty: 659.936890
	Iteration 5Q: 3 clusters Score -85272.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85314.101562 Penalty: 659.936890
	Iteration 6Q: 3 clusters Score -85314.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85343.843750 Penalty: 659.936890
	Iteration 7Q: 3 clusters Score -85343.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -85361.539062 Penalty: 659.936890
	Iteration 8Q: 3 clusters Score -85361.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85371.953125 Penalty: 659.936890
	Iteration 9Q: 3 clusters Score -85371.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85380.062500 Penalty: 659.936890
	Iteration 10Q: 3 clusters Score -85380.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85388.031250 Penalty: 659.936890
	Iteration 11Q: 3 clusters Score -85388.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -85390.390625 Penalty: 659.936890
	Iteration 12Q: 3 clusters Score -85390.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85392.914062 Penalty: 659.936890
	Iteration 13Q: 3 clusters Score -85392.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85396.468750 Penalty: 659.936890
	Iteration 14Q: 3 clusters Score -85396.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -85400.101562 Penalty: 659.936890
	Iteration 15Q: 3 clusters Score -85400.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85404.796875 Penalty: 659.936890
	Iteration 16Q: 3 clusters Score -85404.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -85410.039062 Penalty: 659.936890
	Iteration 17Q: 3 clusters Score -85410.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85417.992188 Penalty: 659.936890
	Iteration 18Q: 3 clusters Score -85417.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -85425.023438 Penalty: 659.936890
	Iteration 19Q: 3 clusters Score -85425.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -85429.718750 Penalty: 659.936890
	Iteration 20F: 3 clusters Score -85429.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -85433.250000 Penalty: 659.936890
	Iteration 21Q: 3 clusters Score -85433.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -85437.156250 Penalty: 659.936890
	Iteration 22Q: 3 clusters Score -85437.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -85439.734375 Penalty: 659.936890
	Iteration 23Q: 3 clusters Score -85439.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -85443.328125 Penalty: 659.936890
	Iteration 24Q: 3 clusters Score -85443.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -85445.929688 Penalty: 659.936890
	Iteration 25Q: 3 clusters Score -85445.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -85449.281250 Penalty: 659.936890
	Iteration 26Q: 3 clusters Score -85449.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -85452.609375 Penalty: 659.936890
	Iteration 27Q: 3 clusters Score -85452.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -85455.679688 Penalty: 659.936890
	Iteration 28Q: 3 clusters Score -85455.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -85460.585938 Penalty: 659.936890
	Iteration 29Q: 3 clusters Score -85460.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -85461.335938 Penalty: 659.936890
	Iteration 30Q: 3 clusters Score -85461.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -85461.828125 Penalty: 659.936890
	Iteration 31Q: 3 clusters Score -85461.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -85463.695312 Penalty: 659.936890
	Iteration 32Q: 3 clusters Score -85463.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -85465.726562 Penalty: 659.936890
	Iteration 33Q: 3 clusters Score -85465.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -85466.851562 Penalty: 659.936890
	Iteration 34Q: 3 clusters Score -85466.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -85467.937500 Penalty: 659.936890
	Iteration 35Q: 3 clusters Score -85467.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -85469.726562 Penalty: 659.936890
	Iteration 36Q: 3 clusters Score -85469.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -85472.539062 Penalty: 659.936890
	Iteration 37Q: 3 clusters Score -85472.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -85473.679688 Penalty: 659.936890
	Iteration 38Q: 3 clusters Score -85473.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -85473.812500 Penalty: 659.936890
	Iteration 39Q: 3 clusters Score -85473.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -85473.812500 Penalty: 659.936890
	Iteration 40F: 3 clusters Score -85473.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Entering Unmasked Estep 
Score: -1132757.500000 Penalty: 446.272522
	Iteration 0F: 2 clusters Score -1132758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1120685.125000 Penalty: 892.545044
	Iteration 0F: 3 clusters Score -1120685 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1125678.875000 Penalty: 892.545044
	Iteration 1F: 3 clusters Score -1125679 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1126121.250000 Penalty: 892.545044
	Iteration 2F: 3 clusters Score -1126121 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1126762.000000 Penalty: 892.545044
	Iteration 3F: 3 clusters Score -1126762 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1127578.000000 Penalty: 892.545044
	Iteration 4F: 3 clusters Score -1127578 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1128404.625000 Penalty: 892.545044
	Iteration 5F: 3 clusters Score -1128405 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1128883.375000 Penalty: 892.545044
	Iteration 6F: 3 clusters Score -1128883 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1129027.250000 Penalty: 892.545044
	Iteration 7Q: 3 clusters Score -1129027 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1129089.000000 Penalty: 892.545044
	Iteration 8Q: 3 clusters Score -1129089 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1129127.875000 Penalty: 892.545044
	Iteration 9Q: 3 clusters Score -1129128 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1129177.500000 Penalty: 892.545044
	Iteration 10Q: 3 clusters Score -1129178 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1129224.625000 Penalty: 892.545044
	Iteration 11Q: 3 clusters Score -1129225 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1129281.625000 Penalty: 892.545044
	Iteration 12Q: 3 clusters Score -1129282 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1129349.375000 Penalty: 892.545044
	Iteration 13Q: 3 clusters Score -1129349 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1129408.000000 Penalty: 892.545044
	Iteration 14Q: 3 clusters Score -1129408 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1129464.375000 Penalty: 892.545044
	Iteration 15Q: 3 clusters Score -1129464 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1129528.125000 Penalty: 892.545044
	Iteration 16Q: 3 clusters Score -1129528 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1129587.250000 Penalty: 892.545044
	Iteration 17Q: 3 clusters Score -1129587 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1129647.500000 Penalty: 892.545044
	Iteration 18Q: 3 clusters Score -1129648 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1129709.625000 Penalty: 892.545044
	Iteration 19Q: 3 clusters Score -1129710 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1129797.750000 Penalty: 892.545044
	Iteration 20F: 3 clusters Score -1129798 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1129873.250000 Penalty: 892.545044
	Iteration 21Q: 3 clusters Score -1129873 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1129956.125000 Penalty: 892.545044
	Iteration 22Q: 3 clusters Score -1129956 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1130033.000000 Penalty: 892.545044
	Iteration 23Q: 3 clusters Score -1130033 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1130110.250000 Penalty: 892.545044
	Iteration 24Q: 3 clusters Score -1130110 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1130187.875000 Penalty: 892.545044
	Iteration 25Q: 3 clusters Score -1130188 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1130255.250000 Penalty: 892.545044
	Iteration 26Q: 3 clusters Score -1130255 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1130347.125000 Penalty: 892.545044
	Iteration 27Q: 3 clusters Score -1130347 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1130445.750000 Penalty: 892.545044
	Iteration 28Q: 3 clusters Score -1130446 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1130567.125000 Penalty: 892.545044
	Iteration 29Q: 3 clusters Score -1130567 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1130703.875000 Penalty: 892.545044
	Iteration 30Q: 3 clusters Score -1130704 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1130853.875000 Penalty: 892.545044
	Iteration 31Q: 3 clusters Score -1130854 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -1131020.625000 Penalty: 892.545044
	Iteration 32Q: 3 clusters Score -1131021 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1131198.125000 Penalty: 892.545044
	Iteration 33Q: 3 clusters Score -1131198 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1131374.375000 Penalty: 892.545044
	Iteration 34Q: 3 clusters Score -1131374 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -1131549.375000 Penalty: 892.545044
	Iteration 35Q: 3 clusters Score -1131549 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -1131708.875000 Penalty: 892.545044
	Iteration 36Q: 3 clusters Score -1131709 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1131878.000000 Penalty: 892.545044
	Iteration 37Q: 3 clusters Score -1131878 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -1132002.375000 Penalty: 892.545044
	Iteration 38Q: 3 clusters Score -1132002 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -1132097.125000 Penalty: 892.545044
	Iteration 39Q: 3 clusters Score -1132097 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -1132176.125000 Penalty: 892.545044
	Iteration 40F: 3 clusters Score -1132176 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -1132237.625000 Penalty: 892.545044
	Iteration 41Q: 3 clusters Score -1132238 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -1132290.875000 Penalty: 892.545044
	Iteration 42Q: 3 clusters Score -1132291 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -1132323.250000 Penalty: 892.545044
	Iteration 43Q: 3 clusters Score -1132323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -1132342.250000 Penalty: 892.545044
	Iteration 44Q: 3 clusters Score -1132342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -1132352.625000 Penalty: 892.545044
	Iteration 45Q: 3 clusters Score -1132353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -1132362.250000 Penalty: 892.545044
	Iteration 46Q: 3 clusters Score -1132362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -1132365.875000 Penalty: 892.545044
	Iteration 47Q: 3 clusters Score -1132366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -1132366.875000 Penalty: 892.545044
	Iteration 48Q: 3 clusters Score -1132367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1132369.375000 Penalty: 892.545044
	Iteration 49Q: 3 clusters Score -1132369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1132375.000000 Penalty: 892.545044
	Iteration 50Q: 3 clusters Score -1132375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -1132380.250000 Penalty: 892.545044
	Iteration 51Q: 3 clusters Score -1132380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -1132381.125000 Penalty: 892.545044
	Iteration 52Q: 3 clusters Score -1132381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1132385.750000 Penalty: 892.545044
	Iteration 53Q: 3 clusters Score -1132386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -1132386.000000 Penalty: 892.545044
	Iteration 54Q: 3 clusters Score -1132386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -1132386.000000 Penalty: 892.545044
	Iteration 55Q: 3 clusters Score -1132386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -1132386.250000 Penalty: 892.545044
	Iteration 56Q: 3 clusters Score -1132386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -1132388.875000 Penalty: 892.545044
	Iteration 57Q: 3 clusters Score -1132389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -1132388.875000 Penalty: 892.545044
	Iteration 58F: 3 clusters Score -1132389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (161054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161054 members 
Entering Unmasked Estep 
Score: -10416896.000000 Penalty: 545.522034
	Iteration 0F: 2 clusters Score -1.04169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80916 members 
Mstep: Class 2 contains 80138 members 
Entering Unmasked Estep 
Score: -10374963.000000 Penalty: 1091.044067
	Iteration 0F: 3 clusters Score -1.037496e+07 nChanged 79153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79627 members 
Mstep: Class 2 contains 81427 members 
Entering Unmasked Estep 
Score: -10436332.000000 Penalty: 1091.044067
	Iteration 1F: 3 clusters Score -1.043633e+07 nChanged 14598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73115 members 
Mstep: Class 2 contains 87939 members 
Entering Unmasked Estep 
Score: -10441712.000000 Penalty: 1091.044067
	Iteration 2F: 3 clusters Score -1.044171e+07 nChanged 13294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Mstep: Class 2 contains 97403 members 
Entering Unmasked Estep 
Score: -10442052.000000 Penalty: 1091.044067
	Iteration 3F: 3 clusters Score -1.044205e+07 nChanged 13680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 108209 members 
Entering Unmasked Estep 
Score: -10438930.000000 Penalty: 1091.044067
	Iteration 4F: 3 clusters Score -1.043893e+07 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 115216 members 
Entering Unmasked Estep 
Score: -10436328.000000 Penalty: 1091.044067
	Iteration 5F: 3 clusters Score -1.043633e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 118283 members 
Entering Unmasked Estep 
Score: -10434728.000000 Penalty: 1091.044067
	Iteration 6Q: 3 clusters Score -1.043473e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 119181 members 
Entering Unmasked Estep 
Score: -10433449.000000 Penalty: 1091.044067
	Iteration 7Q: 3 clusters Score -1.043345e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 118878 members 
Entering Unmasked Estep 
Score: -10432604.000000 Penalty: 1091.044067
	Iteration 8Q: 3 clusters Score -1.04326e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 117778 members 
Entering Unmasked Estep 
Score: -10432300.000000 Penalty: 1091.044067
	Iteration 9Q: 3 clusters Score -1.04323e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 115991 members 
Entering Unmasked Estep 
Score: -10432596.000000 Penalty: 1091.044067
	Iteration 10Q: 3 clusters Score -1.04326e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 113485 members 
Entering Unmasked Estep 
Score: -10433384.000000 Penalty: 1091.044067
	Iteration 11Q: 3 clusters Score -1.043338e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 110349 members 
Entering Unmasked Estep 
Score: -10434620.000000 Penalty: 1091.044067
	Iteration 12Q: 3 clusters Score -1.043462e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 106616 members 
Entering Unmasked Estep 
Score: -10436131.000000 Penalty: 1091.044067
	Iteration 13Q: 3 clusters Score -1.043613e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 102587 members 
Entering Unmasked Estep 
Score: -10438355.000000 Penalty: 1091.044067
	Iteration 14Q: 3 clusters Score -1.043836e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 98429 members 
Entering Unmasked Estep 
Score: -10440350.000000 Penalty: 1091.044067
	Iteration 15Q: 3 clusters Score -1.044035e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 94214 members 
Entering Unmasked Estep 
Score: -10442880.000000 Penalty: 1091.044067
	Iteration 16Q: 3 clusters Score -1.044288e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 90415 members 
Entering Unmasked Estep 
Score: -10445050.000000 Penalty: 1091.044067
	Iteration 17Q: 3 clusters Score -1.044505e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73824 members 
Mstep: Class 2 contains 87230 members 
Entering Unmasked Estep 
Score: -10446931.000000 Penalty: 1091.044067
	Iteration 18Q: 3 clusters Score -1.044693e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 84633 members 
Entering Unmasked Estep 
Score: -10448761.000000 Penalty: 1091.044067
	Iteration 19Q: 3 clusters Score -1.044876e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78616 members 
Mstep: Class 2 contains 82438 members 
Entering Unmasked Estep 
Score: -10450403.000000 Penalty: 1091.044067
	Iteration 20F: 3 clusters Score -1.04504e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81316 members 
Mstep: Class 2 contains 79738 members 
Entering Unmasked Estep 
Score: -10451891.000000 Penalty: 1091.044067
	Iteration 21Q: 3 clusters Score -1.045189e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84098 members 
Mstep: Class 2 contains 76956 members 
Entering Unmasked Estep 
Score: -10452250.000000 Penalty: 1091.044067
	Iteration 22Q: 3 clusters Score -1.045225e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86803 members 
Mstep: Class 2 contains 74251 members 
Entering Unmasked Estep 
Score: -10451258.000000 Penalty: 1091.044067
	Iteration 23Q: 3 clusters Score -1.045126e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89796 members 
Mstep: Class 2 contains 71258 members 
Entering Unmasked Estep 
Score: -10449831.000000 Penalty: 1091.044067
	Iteration 24Q: 3 clusters Score -1.044983e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93241 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -10448903.000000 Penalty: 1091.044067
	Iteration 25Q: 3 clusters Score -1.04489e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96989 members 
Mstep: Class 2 contains 64065 members 
Entering Unmasked Estep 
Score: -10448580.000000 Penalty: 1091.044067
	Iteration 26Q: 3 clusters Score -1.044858e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100181 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -10448307.000000 Penalty: 1091.044067
	Iteration 27Q: 3 clusters Score -1.044831e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101573 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -10448670.000000 Penalty: 1091.044067
	Iteration 28Q: 3 clusters Score -1.044867e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101404 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -10449778.000000 Penalty: 1091.044067
	Iteration 29Q: 3 clusters Score -1.044978e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100100 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -10451262.000000 Penalty: 1091.044067
	Iteration 30Q: 3 clusters Score -1.045126e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97986 members 
Mstep: Class 2 contains 63068 members 
Entering Unmasked Estep 
Score: -10453215.000000 Penalty: 1091.044067
	Iteration 31Q: 3 clusters Score -1.045322e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95422 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -10455048.000000 Penalty: 1091.044067
	Iteration 32Q: 3 clusters Score -1.045505e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92625 members 
Mstep: Class 2 contains 68429 members 
Entering Unmasked Estep 
Score: -10456971.000000 Penalty: 1091.044067
	Iteration 33Q: 3 clusters Score -1.045697e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89957 members 
Mstep: Class 2 contains 71097 members 
Entering Unmasked Estep 
Score: -10459240.000000 Penalty: 1091.044067
	Iteration 34Q: 3 clusters Score -1.045924e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87700 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -10461191.000000 Penalty: 1091.044067
	Iteration 35Q: 3 clusters Score -1.046119e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85967 members 
Mstep: Class 2 contains 75087 members 
Entering Unmasked Estep 
Score: -10463037.000000 Penalty: 1091.044067
	Iteration 36Q: 3 clusters Score -1.046304e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84819 members 
Mstep: Class 2 contains 76235 members 
Entering Unmasked Estep 
Score: -10466248.000000 Penalty: 1091.044067
	Iteration 37Q: 3 clusters Score -1.046625e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83185 members 
Mstep: Class 2 contains 77869 members 
Entering Unmasked Estep 
Score: -10469341.000000 Penalty: 1091.044067
	Iteration 38Q: 3 clusters Score -1.046934e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80879 members 
Mstep: Class 2 contains 80175 members 
Entering Unmasked Estep 
Score: -10471908.000000 Penalty: 1091.044067
	Iteration 39Q: 3 clusters Score -1.047191e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76993 members 
Mstep: Class 2 contains 84061 members 
Entering Unmasked Estep 
Score: -10470275.000000 Penalty: 1091.044067
	Iteration 40F: 3 clusters Score -1.047028e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 91196 members 
Entering Unmasked Estep 
Score: -10463287.000000 Penalty: 1091.044067
	Iteration 41Q: 3 clusters Score -1.046329e+07 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 100272 members 
Entering Unmasked Estep 
Score: -10457230.000000 Penalty: 1091.044067
	Iteration 42F: 3 clusters Score -1.045723e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 105968 members 
Entering Unmasked Estep 
Score: -10452198.000000 Penalty: 1091.044067
	Iteration 43Q: 3 clusters Score -1.04522e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 108725 members 
Entering Unmasked Estep 
Score: -10448475.000000 Penalty: 1091.044067
	Iteration 44Q: 3 clusters Score -1.044848e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 109797 members 
Entering Unmasked Estep 
Score: -10446035.000000 Penalty: 1091.044067
	Iteration 45Q: 3 clusters Score -1.044604e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 109605 members 
Entering Unmasked Estep 
Score: -10444314.000000 Penalty: 1091.044067
	Iteration 46Q: 3 clusters Score -1.044431e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 108478 members 
Entering Unmasked Estep 
Score: -10443285.000000 Penalty: 1091.044067
	Iteration 47Q: 3 clusters Score -1.044328e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 106640 members 
Entering Unmasked Estep 
Score: -10442859.000000 Penalty: 1091.044067
	Iteration 48Q: 3 clusters Score -1.044286e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 104248 members 
Entering Unmasked Estep 
Score: -10442949.000000 Penalty: 1091.044067
	Iteration 49Q: 3 clusters Score -1.044295e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 101497 members 
Entering Unmasked Estep 
Score: -10443343.000000 Penalty: 1091.044067
	Iteration 50Q: 3 clusters Score -1.044334e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 98484 members 
Entering Unmasked Estep 
Score: -10444039.000000 Penalty: 1091.044067
	Iteration 51Q: 3 clusters Score -1.044404e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65770 members 
Mstep: Class 2 contains 95284 members 
Entering Unmasked Estep 
Score: -10444939.000000 Penalty: 1091.044067
	Iteration 52Q: 3 clusters Score -1.044494e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68844 members 
Mstep: Class 2 contains 92210 members 
Entering Unmasked Estep 
Score: -10445973.000000 Penalty: 1091.044067
	Iteration 53Q: 3 clusters Score -1.044597e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71526 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -10446767.000000 Penalty: 1091.044067
	Iteration 54Q: 3 clusters Score -1.044677e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73888 members 
Mstep: Class 2 contains 87166 members 
Entering Unmasked Estep 
Score: -10447625.000000 Penalty: 1091.044067
	Iteration 55Q: 3 clusters Score -1.044762e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Mstep: Class 2 contains 85224 members 
Entering Unmasked Estep 
Score: -10448397.000000 Penalty: 1091.044067
	Iteration 56Q: 3 clusters Score -1.04484e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77518 members 
Mstep: Class 2 contains 83536 members 
Entering Unmasked Estep 
Score: -10449317.000000 Penalty: 1091.044067
	Iteration 57Q: 3 clusters Score -1.044932e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78988 members 
Mstep: Class 2 contains 82066 members 
Entering Unmasked Estep 
Score: -10450201.000000 Penalty: 1091.044067
	Iteration 58Q: 3 clusters Score -1.04502e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80267 members 
Mstep: Class 2 contains 80787 members 
Entering Unmasked Estep 
Score: -10451391.000000 Penalty: 1091.044067
	Iteration 59Q: 3 clusters Score -1.045139e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81411 members 
Mstep: Class 2 contains 79643 members 
Entering Unmasked Estep 
Score: -10452697.000000 Penalty: 1091.044067
	Iteration 60F: 3 clusters Score -1.04527e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82068 members 
Mstep: Class 2 contains 78986 members 
Entering Unmasked Estep 
Score: -10453169.000000 Penalty: 1091.044067
	Iteration 61Q: 3 clusters Score -1.045317e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82597 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -10453577.000000 Penalty: 1091.044067
	Iteration 62Q: 3 clusters Score -1.045358e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 78001 members 
Entering Unmasked Estep 
Score: -10453975.000000 Penalty: 1091.044067
	Iteration 63Q: 3 clusters Score -1.045398e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83479 members 
Mstep: Class 2 contains 77575 members 
Entering Unmasked Estep 
Score: -10454487.000000 Penalty: 1091.044067
	Iteration 64Q: 3 clusters Score -1.045449e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83781 members 
Mstep: Class 2 contains 77273 members 
Entering Unmasked Estep 
Score: -10455267.000000 Penalty: 1091.044067
	Iteration 65Q: 3 clusters Score -1.045527e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83812 members 
Mstep: Class 2 contains 77242 members 
Entering Unmasked Estep 
Score: -10456384.000000 Penalty: 1091.044067
	Iteration 66Q: 3 clusters Score -1.045638e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 77636 members 
Entering Unmasked Estep 
Score: -10457650.000000 Penalty: 1091.044067
	Iteration 67Q: 3 clusters Score -1.045765e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82763 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -10458858.000000 Penalty: 1091.044067
	Iteration 68Q: 3 clusters Score -1.045886e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81656 members 
Mstep: Class 2 contains 79398 members 
Entering Unmasked Estep 
Score: -10459776.000000 Penalty: 1091.044067
	Iteration 69Q: 3 clusters Score -1.045978e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80199 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -10459700.000000 Penalty: 1091.044067
	Iteration 70Q: 3 clusters Score -1.04597e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78606 members 
Mstep: Class 2 contains 82448 members 
Entering Unmasked Estep 
Score: -10458579.000000 Penalty: 1091.044067
	Iteration 71Q: 3 clusters Score -1.045858e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 84070 members 
Entering Unmasked Estep 
Score: -10456829.000000 Penalty: 1091.044067
	Iteration 72Q: 3 clusters Score -1.045683e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75974 members 
Mstep: Class 2 contains 85080 members 
Entering Unmasked Estep 
Score: -10455205.000000 Penalty: 1091.044067
	Iteration 73Q: 3 clusters Score -1.04552e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 85417 members 
Entering Unmasked Estep 
Score: -10453897.000000 Penalty: 1091.044067
	Iteration 74Q: 3 clusters Score -1.04539e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75842 members 
Mstep: Class 2 contains 85212 members 
Entering Unmasked Estep 
Score: -10452972.000000 Penalty: 1091.044067
	Iteration 75Q: 3 clusters Score -1.045297e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76322 members 
Mstep: Class 2 contains 84732 members 
Entering Unmasked Estep 
Score: -10452440.000000 Penalty: 1091.044067
	Iteration 76Q: 3 clusters Score -1.045244e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76998 members 
Mstep: Class 2 contains 84056 members 
Entering Unmasked Estep 
Score: -10452118.000000 Penalty: 1091.044067
	Iteration 77Q: 3 clusters Score -1.045212e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77693 members 
Mstep: Class 2 contains 83361 members 
Entering Unmasked Estep 
Score: -10452072.000000 Penalty: 1091.044067
	Iteration 78Q: 3 clusters Score -1.045207e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78461 members 
Mstep: Class 2 contains 82593 members 
Entering Unmasked Estep 
Score: -10452219.000000 Penalty: 1091.044067
	Iteration 79Q: 3 clusters Score -1.045222e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79260 members 
Mstep: Class 2 contains 81794 members 
Entering Unmasked Estep 
Score: -10452488.000000 Penalty: 1091.044067
	Iteration 80F: 3 clusters Score -1.045249e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80160 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -10452902.000000 Penalty: 1091.044067
	Iteration 81Q: 3 clusters Score -1.04529e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 79932 members 
Entering Unmasked Estep 
Score: -10453450.000000 Penalty: 1091.044067
	Iteration 82Q: 3 clusters Score -1.045345e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82060 members 
Mstep: Class 2 contains 78994 members 
Entering Unmasked Estep 
Score: -10454047.000000 Penalty: 1091.044067
	Iteration 83Q: 3 clusters Score -1.045405e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
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Mstep: Class 1 contains 83679 members 
Mstep: Class 2 contains 77375 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 76885 members 
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Mstep: Class 2 contains 76816 members 
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Mstep: Class 2 contains 77143 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 77890 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 82598 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 84699 members 
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	Iteration 93Q: 3 clusters Score -1.045881e+07 nChanged 2571
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Mstep: Class 2 contains 86548 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 75128 members 
Mstep: Class 2 contains 85926 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 76110 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 77091 members 
Mstep: Class 2 contains 83963 members 
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	Iteration 99Q: 3 clusters Score -1.045245e+07 nChanged 2019
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78004 members 
Mstep: Class 2 contains 83050 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 82145 members 
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	Iteration 101Q: 3 clusters Score -1.045289e+07 nChanged 1294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79791 members 
Mstep: Class 2 contains 81263 members 
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Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 81447 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 78949 members 
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	Iteration 105Q: 3 clusters Score -1.045566e+07 nChanged 1874
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	Iteration 106Q: 3 clusters Score -1.045653e+07 nChanged 2398
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	Iteration 107Q: 3 clusters Score -1.045765e+07 nChanged 2660
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Mstep: Class 2 contains 78455 members 
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Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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	Iteration 120F: 3 clusters Score -1.045355e+07 nChanged 1369
Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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	Iteration 124Q: 3 clusters Score -1.045495e+07 nChanged 895
Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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	Iteration 139Q: 3 clusters Score -1.045424e+07 nChanged 1266
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	Iteration 140F: 3 clusters Score -1.045399e+07 nChanged 1140
Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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	Iteration 144Q: 3 clusters Score -1.045424e+07 nChanged 555
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Entering Unmasked Mstep 
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	Iteration 154Q: 3 clusters Score -1.045732e+07 nChanged 553
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	Iteration 159Q: 3 clusters Score -1.045523e+07 nChanged 882
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	Iteration 160F: 3 clusters Score -1.045492e+07 nChanged 953
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	Iteration 161Q: 3 clusters Score -1.045461e+07 nChanged 916
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	Iteration 162Q: 3 clusters Score -1.045435e+07 nChanged 884
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	Iteration 163Q: 3 clusters Score -1.045416e+07 nChanged 795
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	Iteration 164Q: 3 clusters Score -1.045422e+07 nChanged 593
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	Iteration 165Q: 3 clusters Score -1.045435e+07 nChanged 415
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	Iteration 168Q: 3 clusters Score -1.045502e+07 nChanged 446
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	Iteration 169Q: 3 clusters Score -1.045538e+07 nChanged 567
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.04557e+07 nChanged 682
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 80641 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 80649 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 80777 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 80034 members 
Mstep: Class 2 contains 81020 members 
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	Iteration 174Q: 3 clusters Score -1.045687e+07 nChanged 783
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Mstep: Class 1 contains 79733 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.045691e+07 nChanged 604
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 81675 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1.04568e+07 nChanged 401
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79024 members 
Mstep: Class 2 contains 82030 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.04566e+07 nChanged 370
Entering Unmasked Mstep 
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Mstep: Class 2 contains 82386 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1.045628e+07 nChanged 418
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Mstep: Class 1 contains 78356 members 
Mstep: Class 2 contains 82698 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 78123 members 
Mstep: Class 2 contains 82931 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -1.04555e+07 nChanged 702
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78021 members 
Mstep: Class 2 contains 83033 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1.045507e+07 nChanged 770
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Mstep: Class 2 contains 82995 members 
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Mstep: Class 2 contains 82869 members 
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Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 82449 members 
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	Iteration 185Q: 3 clusters Score -1.045431e+07 nChanged 608
Entering Unmasked Mstep 
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Mstep: Class 2 contains 82175 members 
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	Iteration 186Q: 3 clusters Score -1.045437e+07 nChanged 430
Entering Unmasked Mstep 
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Mstep: Class 2 contains 81929 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 81686 members 
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Mstep: Class 2 contains 81226 members 
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Mstep: Class 2 contains 81037 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 80907 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 81966 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 82270 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 82126 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 81066 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 81016 members 
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	Iteration 218Q: 3 clusters Score -1.045623e+07 nChanged 483
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1.045621e+07 nChanged 279
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -1.045531e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79281 members 
Mstep: Class 2 contains 81773 members 
Entering Unmasked Estep 
Score: -10455335.000000 Penalty: 1091.044067
	Iteration 259Q: 3 clusters Score -1.045534e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79326 members 
Mstep: Class 2 contains 81728 members 
Entering Unmasked Estep 
Score: -10455387.000000 Penalty: 1091.044067
	Iteration 260F: 3 clusters Score -1.045539e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79360 members 
Mstep: Class 2 contains 81694 members 
Entering Unmasked Estep 
Score: -10455449.000000 Penalty: 1091.044067
	Iteration 261Q: 3 clusters Score -1.045545e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79398 members 
Mstep: Class 2 contains 81656 members 
Entering Unmasked Estep 
Score: -10455513.000000 Penalty: 1091.044067
	Iteration 262Q: 3 clusters Score -1.045551e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79428 members 
Mstep: Class 2 contains 81626 members 
Entering Unmasked Estep 
Score: -10455593.000000 Penalty: 1091.044067
	Iteration 263Q: 3 clusters Score -1.045559e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79459 members 
Mstep: Class 2 contains 81595 members 
Entering Unmasked Estep 
Score: -10455687.000000 Penalty: 1091.044067
	Iteration 264Q: 3 clusters Score -1.045569e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79455 members 
Mstep: Class 2 contains 81599 members 
Entering Unmasked Estep 
Score: -10455744.000000 Penalty: 1091.044067
	Iteration 265Q: 3 clusters Score -1.045574e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79452 members 
Mstep: Class 2 contains 81602 members 
Entering Unmasked Estep 
Score: -10455826.000000 Penalty: 1091.044067
	Iteration 266Q: 3 clusters Score -1.045583e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79417 members 
Mstep: Class 2 contains 81637 members 
Entering Unmasked Estep 
Score: -10455855.000000 Penalty: 1091.044067
	Iteration 267Q: 3 clusters Score -1.045586e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79373 members 
Mstep: Class 2 contains 81681 members 
Entering Unmasked Estep 
Score: -10455890.000000 Penalty: 1091.044067
	Iteration 268Q: 3 clusters Score -1.045589e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79328 members 
Mstep: Class 2 contains 81726 members 
Entering Unmasked Estep 
Score: -10455899.000000 Penalty: 1091.044067
	Iteration 269Q: 3 clusters Score -1.04559e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79281 members 
Mstep: Class 2 contains 81773 members 
Entering Unmasked Estep 
Score: -10455893.000000 Penalty: 1091.044067
	Iteration 270Q: 3 clusters Score -1.045589e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79213 members 
Mstep: Class 2 contains 81841 members 
Entering Unmasked Estep 
Score: -10455864.000000 Penalty: 1091.044067
	Iteration 271Q: 3 clusters Score -1.045586e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79140 members 
Mstep: Class 2 contains 81914 members 
Entering Unmasked Estep 
Score: -10455817.000000 Penalty: 1091.044067
	Iteration 272Q: 3 clusters Score -1.045582e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79070 members 
Mstep: Class 2 contains 81984 members 
Entering Unmasked Estep 
Score: -10455727.000000 Penalty: 1091.044067
	Iteration 273Q: 3 clusters Score -1.045573e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79033 members 
Mstep: Class 2 contains 82021 members 
Entering Unmasked Estep 
Score: -10455657.000000 Penalty: 1091.044067
	Iteration 274Q: 3 clusters Score -1.045566e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79005 members 
Mstep: Class 2 contains 82049 members 
Entering Unmasked Estep 
Score: -10455578.000000 Penalty: 1091.044067
	Iteration 275Q: 3 clusters Score -1.045558e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78981 members 
Mstep: Class 2 contains 82073 members 
Entering Unmasked Estep 
Score: -10455520.000000 Penalty: 1091.044067
	Iteration 276Q: 3 clusters Score -1.045552e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78950 members 
Mstep: Class 2 contains 82104 members 
Entering Unmasked Estep 
Score: -10455443.000000 Penalty: 1091.044067
	Iteration 277Q: 3 clusters Score -1.045544e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78957 members 
Mstep: Class 2 contains 82097 members 
Entering Unmasked Estep 
Score: -10455363.000000 Penalty: 1091.044067
	Iteration 278Q: 3 clusters Score -1.045536e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78971 members 
Mstep: Class 2 contains 82083 members 
Entering Unmasked Estep 
Score: -10455346.000000 Penalty: 1091.044067
	Iteration 279Q: 3 clusters Score -1.045535e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 82039 members 
Entering Unmasked Estep 
Score: -10455309.000000 Penalty: 1091.044067
	Iteration 280F: 3 clusters Score -1.045531e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79060 members 
Mstep: Class 2 contains 81994 members 
Entering Unmasked Estep 
Score: -10455321.000000 Penalty: 1091.044067
	Iteration 281Q: 3 clusters Score -1.045532e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79103 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -10455361.000000 Penalty: 1091.044067
	Iteration 282Q: 3 clusters Score -1.045536e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79152 members 
Mstep: Class 2 contains 81902 members 
Entering Unmasked Estep 
Score: -10455401.000000 Penalty: 1091.044067
	Iteration 283Q: 3 clusters Score -1.04554e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79182 members 
Mstep: Class 2 contains 81872 members 
Entering Unmasked Estep 
Score: -10455431.000000 Penalty: 1091.044067
	Iteration 284Q: 3 clusters Score -1.045543e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79210 members 
Mstep: Class 2 contains 81844 members 
Entering Unmasked Estep 
Score: -10455465.000000 Penalty: 1091.044067
	Iteration 285Q: 3 clusters Score -1.045546e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79226 members 
Mstep: Class 2 contains 81828 members 
Entering Unmasked Estep 
Score: -10455493.000000 Penalty: 1091.044067
	Iteration 286Q: 3 clusters Score -1.045549e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79234 members 
Mstep: Class 2 contains 81820 members 
Entering Unmasked Estep 
Score: -10455510.000000 Penalty: 1091.044067
	Iteration 287Q: 3 clusters Score -1.045551e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79248 members 
Mstep: Class 2 contains 81806 members 
Entering Unmasked Estep 
Score: -10455527.000000 Penalty: 1091.044067
	Iteration 288Q: 3 clusters Score -1.045553e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79247 members 
Mstep: Class 2 contains 81807 members 
Entering Unmasked Estep 
Score: -10455554.000000 Penalty: 1091.044067
	Iteration 289Q: 3 clusters Score -1.045555e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79244 members 
Mstep: Class 2 contains 81810 members 
Entering Unmasked Estep 
Score: -10455583.000000 Penalty: 1091.044067
	Iteration 290Q: 3 clusters Score -1.045558e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79233 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
Score: -10455631.000000 Penalty: 1091.044067
	Iteration 291Q: 3 clusters Score -1.045563e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79204 members 
Mstep: Class 2 contains 81850 members 
Entering Unmasked Estep 
Score: -10455628.000000 Penalty: 1091.044067
	Iteration 292Q: 3 clusters Score -1.045563e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -10455633.000000 Penalty: 1091.044067
	Iteration 293Q: 3 clusters Score -1.045563e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79160 members 
Mstep: Class 2 contains 81894 members 
Entering Unmasked Estep 
Score: -10455598.000000 Penalty: 1091.044067
	Iteration 294Q: 3 clusters Score -1.04556e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79148 members 
Mstep: Class 2 contains 81906 members 
Entering Unmasked Estep 
Score: -10455573.000000 Penalty: 1091.044067
	Iteration 295Q: 3 clusters Score -1.045557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79143 members 
Mstep: Class 2 contains 81911 members 
Entering Unmasked Estep 
Score: -10455562.000000 Penalty: 1091.044067
	Iteration 296Q: 3 clusters Score -1.045556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 81910 members 
Entering Unmasked Estep 
Score: -10455561.000000 Penalty: 1091.044067
	Iteration 297Q: 3 clusters Score -1.045556e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 81917 members 
Entering Unmasked Estep 
Score: -10455544.000000 Penalty: 1091.044067
	Iteration 298Q: 3 clusters Score -1.045554e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79130 members 
Mstep: Class 2 contains 81924 members 
Entering Unmasked Estep 
Score: -10455544.000000 Penalty: 1091.044067
	Iteration 299Q: 3 clusters Score -1.045554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79135 members 
Mstep: Class 2 contains 81919 members 
Entering Unmasked Estep 
Score: -10455539.000000 Penalty: 1091.044067
	Iteration 300F: 3 clusters Score -1.045554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79136 members 
Mstep: Class 2 contains 81918 members 
Entering Unmasked Estep 
Score: -10455533.000000 Penalty: 1091.044067
	Iteration 301Q: 3 clusters Score -1.045553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 81915 members 
Entering Unmasked Estep 
Score: -10455550.000000 Penalty: 1091.044067
	Iteration 302Q: 3 clusters Score -1.045555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79140 members 
Mstep: Class 2 contains 81914 members 
Entering Unmasked Estep 
Score: -10455549.000000 Penalty: 1091.044067
	Iteration 303Q: 3 clusters Score -1.045555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 81915 members 
Entering Unmasked Estep 
Score: -10455549.000000 Penalty: 1091.044067
	Iteration 304Q: 3 clusters Score -1.045555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79140 members 
Mstep: Class 2 contains 81914 members 
Entering Unmasked Estep 
Score: -10455549.000000 Penalty: 1091.044067
	Iteration 305Q: 3 clusters Score -1.045555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79143 members 
Mstep: Class 2 contains 81911 members 
Entering Unmasked Estep 
Score: -10455554.000000 Penalty: 1091.044067
	Iteration 306Q: 3 clusters Score -1.045555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 81910 members 
Entering Unmasked Estep 
Score: -10455556.000000 Penalty: 1091.044067
	Iteration 307Q: 3 clusters Score -1.045556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79147 members 
Mstep: Class 2 contains 81907 members 
Entering Unmasked Estep 
Score: -10455556.000000 Penalty: 1091.044067
	Iteration 308Q: 3 clusters Score -1.045556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79147 members 
Mstep: Class 2 contains 81907 members 
Entering Unmasked Estep 
Score: -10455556.000000 Penalty: 1091.044067
	Iteration 309F: 3 clusters Score -1.045556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 32624 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 34842 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 83640 members 
Mstep: Class 7 contains 1170 members 
Mstep: Class 8 contains 6783 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 69921 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 18182 members 
Mstep: Class 14 contains 1075 members 
Mstep: Class 15 contains 79147 members 
Mstep: Class 16 contains 69202 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 70657 members 
Mstep: Class 19 contains 746 members 
Mstep: Class 20 contains 659 members 
Mstep: Class 21 contains 81907 members 
Entering Unmasked Estep 
Score: -35803096.000000 Penalty: 12680.237305
Splitting cluster 15 changes total score from -35719848.000000 to -35803096.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 17 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -21949.246094 Penalty: 278.970795
	Iteration 0F: 2 clusters Score -21949.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21500.486328 Penalty: 557.941589
	Iteration 0F: 3 clusters Score -21500.49 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21638.015625 Penalty: 557.941589
	Iteration 1F: 3 clusters Score -21638.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21698.425781 Penalty: 557.941589
	Iteration 2F: 3 clusters Score -21698.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21787.386719 Penalty: 557.941589
	Iteration 3F: 3 clusters Score -21787.39 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21873.390625 Penalty: 557.941589
	Iteration 4F: 3 clusters Score -21873.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21942.863281 Penalty: 557.941589
	Iteration 5F: 3 clusters Score -21942.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21967.775391 Penalty: 557.941589
	Iteration 6Q: 3 clusters Score -21967.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21983.951172 Penalty: 557.941589
	Iteration 7Q: 3 clusters Score -21983.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21997.400391 Penalty: 557.941589
	Iteration 8Q: 3 clusters Score -21997.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22001.037109 Penalty: 557.941589
	Iteration 9Q: 3 clusters Score -22001.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22001.083984 Penalty: 557.941589
	Iteration 10Q: 3 clusters Score -22001.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22001.083984 Penalty: 557.941589
	Iteration 11F: 3 clusters Score -22001.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 32624 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 34842 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 83640 members 
Mstep: Class 7 contains 1170 members 
Mstep: Class 8 contains 6783 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 69921 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 18182 members 
Mstep: Class 14 contains 1075 members 
Mstep: Class 15 contains 79147 members 
Mstep: Class 16 contains 69202 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 70657 members 
Mstep: Class 19 contains 746 members 
Mstep: Class 20 contains 659 members 
Mstep: Class 21 contains 81907 members 
Mstep: Class 22 contains 222 members 
Entering Unmasked Estep 
Score: -35802824.000000 Penalty: 13284.057617
Splitting cluster 17 changes total score from -35719848.000000 to -35802824.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 18 (70657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70657 members 
Entering Unmasked Estep 
Score: -4603614.500000 Penalty: 508.034454
	Iteration 0F: 2 clusters Score -4603614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -4557967.500000 Penalty: 1016.068909
	Iteration 0F: 3 clusters Score -4557968 nChanged 34205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -4578523.000000 Penalty: 1016.068909
	Iteration 1F: 3 clusters Score -4578523 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -4579667.500000 Penalty: 1016.068909
	Iteration 2Q: 3 clusters Score -4579668 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -4581616.000000 Penalty: 1016.068909
	Iteration 3Q: 3 clusters Score -4581616 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -4585111.000000 Penalty: 1016.068909
	Iteration 4F: 3 clusters Score -4585111 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -4590081.000000 Penalty: 1016.068909
	Iteration 5F: 3 clusters Score -4590081 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -4593843.000000 Penalty: 1016.068909
	Iteration 6F: 3 clusters Score -4593843 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -4595573.000000 Penalty: 1016.068909
	Iteration 7Q: 3 clusters Score -4595573 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -4596636.000000 Penalty: 1016.068909
	Iteration 8Q: 3 clusters Score -4596636 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -4597633.500000 Penalty: 1016.068909
	Iteration 9Q: 3 clusters Score -4597634 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4598677.500000 Penalty: 1016.068909
	Iteration 10Q: 3 clusters Score -4598678 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -4599667.000000 Penalty: 1016.068909
	Iteration 11Q: 3 clusters Score -4599667 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -4600657.500000 Penalty: 1016.068909
	Iteration 12Q: 3 clusters Score -4600658 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -4601749.500000 Penalty: 1016.068909
	Iteration 13Q: 3 clusters Score -4601750 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4602788.500000 Penalty: 1016.068909
	Iteration 14Q: 3 clusters Score -4602788 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -4603779.000000 Penalty: 1016.068909
	Iteration 15Q: 3 clusters Score -4603779 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -4604452.500000 Penalty: 1016.068909
	Iteration 16Q: 3 clusters Score -4604452 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -4604847.500000 Penalty: 1016.068909
	Iteration 17Q: 3 clusters Score -4604848 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -4605063.500000 Penalty: 1016.068909
	Iteration 18Q: 3 clusters Score -4605064 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -4605170.500000 Penalty: 1016.068909
	Iteration 19Q: 3 clusters Score -4605170 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -4605391.500000 Penalty: 1016.068909
	Iteration 20F: 3 clusters Score -4605392 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -4605441.000000 Penalty: 1016.068909
	Iteration 21Q: 3 clusters Score -4605441 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -4605478.500000 Penalty: 1016.068909
	Iteration 22Q: 3 clusters Score -4605478 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -4605505.500000 Penalty: 1016.068909
	Iteration 23Q: 3 clusters Score -4605506 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -4605501.500000 Penalty: 1016.068909
	Iteration 24Q: 3 clusters Score -4605502 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -4605509.000000 Penalty: 1016.068909
	Iteration 25Q: 3 clusters Score -4605509 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -4605510.000000 Penalty: 1016.068909
	Iteration 26Q: 3 clusters Score -4605510 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -4605507.000000 Penalty: 1016.068909
	Iteration 27Q: 3 clusters Score -4605507 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -4605515.000000 Penalty: 1016.068909
	Iteration 28Q: 3 clusters Score -4605515 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -4605507.000000 Penalty: 1016.068909
	Iteration 29Q: 3 clusters Score -4605507 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -4605500.000000 Penalty: 1016.068909
	Iteration 30Q: 3 clusters Score -4605500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -4605496.500000 Penalty: 1016.068909
	Iteration 31Q: 3 clusters Score -4605496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -4605494.000000 Penalty: 1016.068909
	Iteration 32Q: 3 clusters Score -4605494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -4605499.000000 Penalty: 1016.068909
	Iteration 33Q: 3 clusters Score -4605499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -4605499.500000 Penalty: 1016.068909
	Iteration 34Q: 3 clusters Score -4605500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -4605501.500000 Penalty: 1016.068909
	Iteration 35Q: 3 clusters Score -4605502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -4605504.500000 Penalty: 1016.068909
	Iteration 36Q: 3 clusters Score -4605504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -4605503.500000 Penalty: 1016.068909
	Iteration 37Q: 3 clusters Score -4605504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -4605505.000000 Penalty: 1016.068909
	Iteration 38Q: 3 clusters Score -4605505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -4605506.500000 Penalty: 1016.068909
	Iteration 39Q: 3 clusters Score -4605506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -4605506.500000 Penalty: 1016.068909
	Iteration 40F: 3 clusters Score -4605506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 32624 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 34842 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 83640 members 
Mstep: Class 7 contains 1170 members 
Mstep: Class 8 contains 6783 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 69921 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 18182 members 
Mstep: Class 14 contains 1075 members 
Mstep: Class 15 contains 79147 members 
Mstep: Class 16 contains 69202 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 39183 members 
Mstep: Class 19 contains 746 members 
Mstep: Class 20 contains 659 members 
Mstep: Class 21 contains 81907 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 31474 members 
Entering Unmasked Estep 
Score: -35805080.000000 Penalty: 13887.878906
Splitting cluster 18 changes total score from -35719848.000000 to -35805080.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 32624 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 34842 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 83640 members 
Mstep: Class 8 contains 6783 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 69921 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 18182 members 
Mstep: Class 15 contains 79147 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 39183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35821404.000000 Penalty: 13887.878906
Iteration 39Q: 24 clusters Score -3.58214e+07 nChanged 25903
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 32571 members 
Mstep: Class 3 contains 3633 members 
Mstep: Class 4 contains 34822 members 
Mstep: Class 5 contains 21689 members 
Mstep: Class 6 contains 93102 members 
Mstep: Class 7 contains 1188 members 
Mstep: Class 8 contains 6717 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 67608 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1369 members 
Mstep: Class 13 contains 18246 members 
Mstep: Class 14 contains 1068 members 
Mstep: Class 15 contains 79281 members 
Mstep: Class 16 contains 71425 members 
Mstep: Class 17 contains 244 members 
Mstep: Class 18 contains 37018 members 
Mstep: Class 19 contains 746 members 
Mstep: Class 20 contains 659 members 
Mstep: Class 21 contains 74581 members 
Mstep: Class 22 contains 251 members 
Mstep: Class 23 contains 31351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35824768.000000 Penalty: 13887.878906
Iteration 40F: 24 clusters Score -3.582477e+07 nChanged 27547
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 32503 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 34532 members 
Mstep: Class 5 contains 21635 members 
Mstep: Class 6 contains 103008 members 
Mstep: Class 7 contains 1288 members 
Mstep: Class 8 contains 6581 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 64851 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1299 members 
Mstep: Class 13 contains 18246 members 
Mstep: Class 14 contains 1058 members 
Mstep: Class 15 contains 77335 members 
Mstep: Class 16 contains 77139 members 
Mstep: Class 17 contains 286 members 
Mstep: Class 18 contains 35069 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 65951 members 
Mstep: Class 22 contains 255 members 
Mstep: Class 23 contains 31518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35823740.000000 Penalty: 13887.878906
Iteration 41Q: 24 clusters Score -3.582374e+07 nChanged 21934
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 32457 members 
Mstep: Class 3 contains 3791 members 
Mstep: Class 4 contains 34236 members 
Mstep: Class 5 contains 21580 members 
Mstep: Class 6 contains 108168 members 
Mstep: Class 7 contains 1332 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 63124 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 18256 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 76895 members 
Mstep: Class 16 contains 82864 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 34122 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 58642 members 
Mstep: Class 22 contains 223 members 
Mstep: Class 23 contains 31562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35821132.000000 Penalty: 13887.878906
Iteration 42Q: 24 clusters Score -3.582113e+07 nChanged 20410
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 32432 members 
Mstep: Class 3 contains 3857 members 
Mstep: Class 4 contains 33977 members 
Mstep: Class 5 contains 21524 members 
Mstep: Class 6 contains 107719 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 6300 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 61633 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1254 members 
Mstep: Class 13 contains 18267 members 
Mstep: Class 14 contains 1036 members 
Mstep: Class 15 contains 77698 members 
Mstep: Class 16 contains 89262 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 34409 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 53529 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 31558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35820428.000000 Penalty: 13887.878906
Iteration 43Q: 24 clusters Score -3.582043e+07 nChanged 21607
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 32396 members 
Mstep: Class 3 contains 3901 members 
Mstep: Class 4 contains 33759 members 
Mstep: Class 5 contains 21467 members 
Mstep: Class 6 contains 102921 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 6167 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 60135 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1254 members 
Mstep: Class 13 contains 18285 members 
Mstep: Class 14 contains 1013 members 
Mstep: Class 15 contains 78884 members 
Mstep: Class 16 contains 97198 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 35749 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 49848 members 
Mstep: Class 22 contains 172 members 
Mstep: Class 23 contains 31476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35818776.000000 Penalty: 13887.878906
Iteration 44Q: 24 clusters Score -3.581878e+07 nChanged 18662
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 32388 members 
Mstep: Class 3 contains 3944 members 
Mstep: Class 4 contains 33544 members 
Mstep: Class 5 contains 21429 members 
Mstep: Class 6 contains 99271 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 6039 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 58727 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 18308 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 79940 members 
Mstep: Class 16 contains 103790 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 36581 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 46945 members 
Mstep: Class 22 contains 156 members 
Mstep: Class 23 contains 31304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35816368.000000 Penalty: 13887.878906
Iteration 45Q: 24 clusters Score -3.581637e+07 nChanged 14897
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 32411 members 
Mstep: Class 3 contains 3988 members 
Mstep: Class 4 contains 33310 members 
Mstep: Class 5 contains 21401 members 
Mstep: Class 6 contains 97158 members 
Mstep: Class 7 contains 1473 members 
Mstep: Class 8 contains 5948 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 57471 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1257 members 
Mstep: Class 13 contains 18330 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 80637 members 
Mstep: Class 16 contains 108790 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 36499 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 45170 members 
Mstep: Class 22 contains 148 members 
Mstep: Class 23 contains 31129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35813816.000000 Penalty: 13887.878906
Iteration 46Q: 24 clusters Score -3.581382e+07 nChanged 12896
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 32445 members 
Mstep: Class 3 contains 4023 members 
Mstep: Class 4 contains 33125 members 
Mstep: Class 5 contains 21389 members 
Mstep: Class 6 contains 95206 members 
Mstep: Class 7 contains 1494 members 
Mstep: Class 8 contains 5856 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 56295 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 18357 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 81103 members 
Mstep: Class 16 contains 113181 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 35964 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 44332 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 31002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35810976.000000 Penalty: 13887.878906
Iteration 47Q: 24 clusters Score -3.581098e+07 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 32486 members 
Mstep: Class 3 contains 4055 members 
Mstep: Class 4 contains 32942 members 
Mstep: Class 5 contains 21375 members 
Mstep: Class 6 contains 93532 members 
Mstep: Class 7 contains 1523 members 
Mstep: Class 8 contains 5769 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 55422 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 18381 members 
Mstep: Class 14 contains 930 members 
Mstep: Class 15 contains 81417 members 
Mstep: Class 16 contains 116855 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 35145 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 44106 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 30833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35809136.000000 Penalty: 13887.878906
Iteration 48Q: 24 clusters Score -3.580914e+07 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 32526 members 
Mstep: Class 3 contains 4087 members 
Mstep: Class 4 contains 32783 members 
Mstep: Class 5 contains 21367 members 
Mstep: Class 6 contains 91901 members 
Mstep: Class 7 contains 1556 members 
Mstep: Class 8 contains 5687 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 54677 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1257 members 
Mstep: Class 13 contains 18397 members 
Mstep: Class 14 contains 915 members 
Mstep: Class 15 contains 81587 members 
Mstep: Class 16 contains 119844 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 34308 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 44446 members 
Mstep: Class 22 contains 139 members 
Mstep: Class 23 contains 30720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35807760.000000 Penalty: 13887.878906
Iteration 49Q: 24 clusters Score -3.580776e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 32572 members 
Mstep: Class 3 contains 4110 members 
Mstep: Class 4 contains 32647 members 
Mstep: Class 5 contains 21369 members 
Mstep: Class 6 contains 90121 members 
Mstep: Class 7 contains 1573 members 
Mstep: Class 8 contains 5634 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 54105 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 18407 members 
Mstep: Class 14 contains 900 members 
Mstep: Class 15 contains 81743 members 
Mstep: Class 16 contains 122216 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 33684 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 45178 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 30568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35806624.000000 Penalty: 13887.878906
Iteration 50Q: 24 clusters Score -3.580662e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 32640 members 
Mstep: Class 3 contains 4131 members 
Mstep: Class 4 contains 32496 members 
Mstep: Class 5 contains 21372 members 
Mstep: Class 6 contains 88599 members 
Mstep: Class 7 contains 1591 members 
Mstep: Class 8 contains 5586 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 53682 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 18413 members 
Mstep: Class 14 contains 882 members 
Mstep: Class 15 contains 81887 members 
Mstep: Class 16 contains 123806 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 33228 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 46126 members 
Mstep: Class 22 contains 132 members 
Mstep: Class 23 contains 30416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35806656.000000 Penalty: 13887.878906
Iteration 51Q: 24 clusters Score -3.580666e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 32754 members 
Mstep: Class 3 contains 4153 members 
Mstep: Class 4 contains 32311 members 
Mstep: Class 5 contains 21384 members 
Mstep: Class 6 contains 87365 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 5551 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 53315 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 18426 members 
Mstep: Class 14 contains 871 members 
Mstep: Class 15 contains 81978 members 
Mstep: Class 16 contains 124770 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 32913 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 47235 members 
Mstep: Class 22 contains 131 members 
Mstep: Class 23 contains 30246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35806588.000000 Penalty: 13887.878906
Iteration 52Q: 24 clusters Score -3.580659e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 32879 members 
Mstep: Class 3 contains 4184 members 
Mstep: Class 4 contains 32097 members 
Mstep: Class 5 contains 21399 members 
Mstep: Class 6 contains 86362 members 
Mstep: Class 7 contains 1623 members 
Mstep: Class 8 contains 5510 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 53031 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 18439 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 15 contains 82060 members 
Mstep: Class 16 contains 125254 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 32683 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 48410 members 
Mstep: Class 22 contains 131 members 
Mstep: Class 23 contains 30094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35806976.000000 Penalty: 13887.878906
Iteration 53Q: 24 clusters Score -3.580698e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 33010 members 
Mstep: Class 3 contains 4203 members 
Mstep: Class 4 contains 31910 members 
Mstep: Class 5 contains 21407 members 
Mstep: Class 6 contains 85589 members 
Mstep: Class 7 contains 1636 members 
Mstep: Class 8 contains 5470 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52811 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 18449 members 
Mstep: Class 14 contains 845 members 
Mstep: Class 15 contains 82118 members 
Mstep: Class 16 contains 125135 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 32653 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 49751 members 
Mstep: Class 22 contains 131 members 
Mstep: Class 23 contains 29905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35807784.000000 Penalty: 13887.878906
Iteration 54Q: 24 clusters Score -3.580778e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 33127 members 
Mstep: Class 3 contains 4226 members 
Mstep: Class 4 contains 31739 members 
Mstep: Class 5 contains 21415 members 
Mstep: Class 6 contains 84848 members 
Mstep: Class 7 contains 1650 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52635 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 18451 members 
Mstep: Class 14 contains 841 members 
Mstep: Class 15 contains 82133 members 
Mstep: Class 16 contains 124714 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 32776 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 51189 members 
Mstep: Class 22 contains 131 members 
Mstep: Class 23 contains 29715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35808664.000000 Penalty: 13887.878906
Iteration 55Q: 24 clusters Score -3.580866e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 33235 members 
Mstep: Class 3 contains 4252 members 
Mstep: Class 4 contains 31568 members 
Mstep: Class 5 contains 21422 members 
Mstep: Class 6 contains 84356 members 
Mstep: Class 7 contains 1660 members 
Mstep: Class 8 contains 5411 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52521 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1253 members 
Mstep: Class 13 contains 18455 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 82106 members 
Mstep: Class 16 contains 124022 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 32984 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 52557 members 
Mstep: Class 22 contains 131 members 
Mstep: Class 23 contains 29530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35809436.000000 Penalty: 13887.878906
Iteration 56Q: 24 clusters Score -3.580944e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 33353 members 
Mstep: Class 3 contains 4278 members 
Mstep: Class 4 contains 31386 members 
Mstep: Class 5 contains 21432 members 
Mstep: Class 6 contains 83999 members 
Mstep: Class 7 contains 1668 members 
Mstep: Class 8 contains 5367 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52419 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1253 members 
Mstep: Class 13 contains 18457 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 15 contains 81983 members 
Mstep: Class 16 contains 123229 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 33273 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 53893 members 
Mstep: Class 22 contains 131 members 
Mstep: Class 23 contains 29354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35810028.000000 Penalty: 13887.878906
Iteration 57Q: 24 clusters Score -3.581003e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 33480 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 31209 members 
Mstep: Class 5 contains 21436 members 
Mstep: Class 6 contains 83646 members 
Mstep: Class 7 contains 1674 members 
Mstep: Class 8 contains 5326 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52328 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1249 members 
Mstep: Class 13 contains 18464 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 81917 members 
Mstep: Class 16 contains 122369 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 33584 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 55197 members 
Mstep: Class 22 contains 131 members 
Mstep: Class 23 contains 29183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35810724.000000 Penalty: 13887.878906
Iteration 58Q: 24 clusters Score -3.581072e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 33611 members 
Mstep: Class 3 contains 4312 members 
Mstep: Class 4 contains 31036 members 
Mstep: Class 5 contains 21437 members 
Mstep: Class 6 contains 83406 members 
Mstep: Class 7 contains 1681 members 
Mstep: Class 8 contains 5287 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52261 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1249 members 
Mstep: Class 13 contains 18467 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 81818 members 
Mstep: Class 16 contains 121358 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 33909 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 56481 members 
Mstep: Class 22 contains 131 members 
Mstep: Class 23 contains 29051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35811672.000000 Penalty: 13887.878906
Iteration 59Q: 24 clusters Score -3.581167e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 33729 members 
Mstep: Class 3 contains 4329 members 
Mstep: Class 4 contains 30885 members 
Mstep: Class 5 contains 21440 members 
Mstep: Class 6 contains 83259 members 
Mstep: Class 7 contains 1687 members 
Mstep: Class 8 contains 5249 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52203 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 18469 members 
Mstep: Class 14 contains 808 members 
Mstep: Class 15 contains 81676 members 
Mstep: Class 16 contains 120298 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 34260 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 57700 members 
Mstep: Class 22 contains 131 members 
Mstep: Class 23 contains 28942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35815304.000000 Penalty: 13887.878906
Iteration 60F: 24 clusters Score -3.58153e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 33837 members 
Mstep: Class 3 contains 4345 members 
Mstep: Class 4 contains 30729 members 
Mstep: Class 5 contains 21448 members 
Mstep: Class 6 contains 83436 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52033 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 18469 members 
Mstep: Class 14 contains 807 members 
Mstep: Class 15 contains 81148 members 
Mstep: Class 16 contains 118842 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 34608 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 59518 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 28796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35815368.000000 Penalty: 13887.878906
Iteration 61Q: 24 clusters Score -3.581537e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 33927 members 
Mstep: Class 3 contains 4372 members 
Mstep: Class 4 contains 30570 members 
Mstep: Class 5 contains 21447 members 
Mstep: Class 6 contains 83681 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 5202 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 51947 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 18479 members 
Mstep: Class 14 contains 806 members 
Mstep: Class 15 contains 80540 members 
Mstep: Class 16 contains 117575 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 35102 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 669 members 
Mstep: Class 21 contains 60920 members 
Mstep: Class 22 contains 120 members 
Mstep: Class 23 contains 28664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35814724.000000 Penalty: 13887.878906
Iteration 62Q: 24 clusters Score -3.581472e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 34031 members 
Mstep: Class 3 contains 4410 members 
Mstep: Class 4 contains 30420 members 
Mstep: Class 5 contains 21450 members 
Mstep: Class 6 contains 83777 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 5175 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 51928 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 18478 members 
Mstep: Class 14 contains 806 members 
Mstep: Class 15 contains 79825 members 
Mstep: Class 16 contains 116430 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 35729 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 62253 members 
Mstep: Class 22 contains 113 members 
Mstep: Class 23 contains 28529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35814496.000000 Penalty: 13887.878906
Iteration 63Q: 24 clusters Score -3.58145e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 34148 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 30246 members 
Mstep: Class 5 contains 21456 members 
Mstep: Class 6 contains 83830 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52010 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 18478 members 
Mstep: Class 14 contains 808 members 
Mstep: Class 15 contains 79155 members 
Mstep: Class 16 contains 115392 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 36388 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 63369 members 
Mstep: Class 22 contains 109 members 
Mstep: Class 23 contains 28370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35813940.000000 Penalty: 13887.878906
Iteration 64Q: 24 clusters Score -3.581394e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 34280 members 
Mstep: Class 3 contains 4483 members 
Mstep: Class 4 contains 30078 members 
Mstep: Class 5 contains 21462 members 
Mstep: Class 6 contains 84019 members 
Mstep: Class 7 contains 1708 members 
Mstep: Class 8 contains 5135 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52114 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 18478 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 78480 members 
Mstep: Class 16 contains 114233 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 37213 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 669 members 
Mstep: Class 21 contains 64246 members 
Mstep: Class 22 contains 105 members 
Mstep: Class 23 contains 28246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35813568.000000 Penalty: 13887.878906
Iteration 65Q: 24 clusters Score -3.581357e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 34433 members 
Mstep: Class 3 contains 4514 members 
Mstep: Class 4 contains 29899 members 
Mstep: Class 5 contains 21467 members 
Mstep: Class 6 contains 84036 members 
Mstep: Class 7 contains 1709 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52246 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 18477 members 
Mstep: Class 14 contains 808 members 
Mstep: Class 15 contains 77885 members 
Mstep: Class 16 contains 113149 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 38165 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 669 members 
Mstep: Class 21 contains 64969 members 
Mstep: Class 22 contains 105 members 
Mstep: Class 23 contains 28127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35813404.000000 Penalty: 13887.878906
Iteration 66Q: 24 clusters Score -3.58134e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 34617 members 
Mstep: Class 3 contains 4539 members 
Mstep: Class 4 contains 29703 members 
Mstep: Class 5 contains 21473 members 
Mstep: Class 6 contains 83891 members 
Mstep: Class 7 contains 1710 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52357 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 18478 members 
Mstep: Class 14 contains 808 members 
Mstep: Class 15 contains 77515 members 
Mstep: Class 16 contains 111956 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 39233 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 65567 members 
Mstep: Class 22 contains 105 members 
Mstep: Class 23 contains 28068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35813244.000000 Penalty: 13887.878906
Iteration 67Q: 24 clusters Score -3.581324e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 34796 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 29509 members 
Mstep: Class 5 contains 21484 members 
Mstep: Class 6 contains 83534 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52453 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 18483 members 
Mstep: Class 14 contains 810 members 
Mstep: Class 15 contains 77280 members 
Mstep: Class 16 contains 110534 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 40570 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 66057 members 
Mstep: Class 22 contains 106 members 
Mstep: Class 23 contains 28159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35813144.000000 Penalty: 13887.878906
Iteration 68Q: 24 clusters Score -3.581314e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 34982 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 29317 members 
Mstep: Class 5 contains 21490 members 
Mstep: Class 6 contains 83148 members 
Mstep: Class 7 contains 1714 members 
Mstep: Class 8 contains 5107 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52550 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1281 members 
Mstep: Class 13 contains 18483 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 77162 members 
Mstep: Class 16 contains 108706 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 42349 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 66306 members 
Mstep: Class 22 contains 107 members 
Mstep: Class 23 contains 28370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35813900.000000 Penalty: 13887.878906
Iteration 69Q: 24 clusters Score -3.58139e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 35183 members 
Mstep: Class 3 contains 4600 members 
Mstep: Class 4 contains 29117 members 
Mstep: Class 5 contains 21501 members 
Mstep: Class 6 contains 82716 members 
Mstep: Class 7 contains 1714 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52584 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 18484 members 
Mstep: Class 14 contains 815 members 
Mstep: Class 15 contains 77064 members 
Mstep: Class 16 contains 106512 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 44651 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 66317 members 
Mstep: Class 22 contains 109 members 
Mstep: Class 23 contains 28731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35814316.000000 Penalty: 13887.878906
Iteration 70Q: 24 clusters Score -3.581432e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35385 members 
Mstep: Class 3 contains 4614 members 
Mstep: Class 4 contains 28923 members 
Mstep: Class 5 contains 21513 members 
Mstep: Class 6 contains 82133 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52627 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 18482 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 77025 members 
Mstep: Class 16 contains 104041 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 47471 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 65985 members 
Mstep: Class 22 contains 111 members 
Mstep: Class 23 contains 29261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35815444.000000 Penalty: 13887.878906
Iteration 71Q: 24 clusters Score -3.581544e+07 nChanged 11181
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 35594 members 
Mstep: Class 3 contains 4627 members 
Mstep: Class 4 contains 28714 members 
Mstep: Class 5 contains 21527 members 
Mstep: Class 6 contains 81438 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52691 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1281 members 
Mstep: Class 13 contains 18481 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 76984 members 
Mstep: Class 16 contains 101184 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 51140 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 65156 members 
Mstep: Class 22 contains 112 members 
Mstep: Class 23 contains 29928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35817168.000000 Penalty: 13887.878906
Iteration 72Q: 24 clusters Score -3.581717e+07 nChanged 12198
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 35824 members 
Mstep: Class 3 contains 4644 members 
Mstep: Class 4 contains 28478 members 
Mstep: Class 5 contains 21543 members 
Mstep: Class 6 contains 80594 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 5114 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52753 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 18481 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 77128 members 
Mstep: Class 16 contains 97763 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 55527 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 63961 members 
Mstep: Class 22 contains 112 members 
Mstep: Class 23 contains 30765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35819380.000000 Penalty: 13887.878906
Iteration 73Q: 24 clusters Score -3.581938e+07 nChanged 13104
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 36057 members 
Mstep: Class 3 contains 4667 members 
Mstep: Class 4 contains 28232 members 
Mstep: Class 5 contains 21555 members 
Mstep: Class 6 contains 79561 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 5120 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52824 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 18477 members 
Mstep: Class 14 contains 826 members 
Mstep: Class 15 contains 77477 members 
Mstep: Class 16 contains 94596 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 60120 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 62154 members 
Mstep: Class 22 contains 112 members 
Mstep: Class 23 contains 31728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35820604.000000 Penalty: 13887.878906
Iteration 74Q: 24 clusters Score -3.58206e+07 nChanged 11940
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 36287 members 
Mstep: Class 3 contains 4694 members 
Mstep: Class 4 contains 27969 members 
Mstep: Class 5 contains 21566 members 
Mstep: Class 6 contains 78608 members 
Mstep: Class 7 contains 1714 members 
Mstep: Class 8 contains 5139 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52908 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 18478 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 78061 members 
Mstep: Class 16 contains 93056 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 63198 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 59881 members 
Mstep: Class 22 contains 112 members 
Mstep: Class 23 contains 32716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35820708.000000 Penalty: 13887.878906
Iteration 75Q: 24 clusters Score -3.582071e+07 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 36541 members 
Mstep: Class 3 contains 4715 members 
Mstep: Class 4 contains 27697 members 
Mstep: Class 5 contains 21568 members 
Mstep: Class 6 contains 78321 members 
Mstep: Class 7 contains 1714 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52960 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 18481 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 15 contains 78872 members 
Mstep: Class 16 contains 93038 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 64196 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 57235 members 
Mstep: Class 22 contains 112 members 
Mstep: Class 23 contains 33789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35820152.000000 Penalty: 13887.878906
Iteration 76Q: 24 clusters Score -3.582015e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 36783 members 
Mstep: Class 3 contains 4741 members 
Mstep: Class 4 contains 27425 members 
Mstep: Class 5 contains 21568 members 
Mstep: Class 6 contains 78740 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 5170 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52923 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 18481 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 79681 members 
Mstep: Class 16 contains 93419 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 64215 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 54486 members 
Mstep: Class 22 contains 112 members 
Mstep: Class 23 contains 34947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35819540.000000 Penalty: 13887.878906
Iteration 77Q: 24 clusters Score -3.581954e+07 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 37033 members 
Mstep: Class 3 contains 4753 members 
Mstep: Class 4 contains 27146 members 
Mstep: Class 5 contains 21574 members 
Mstep: Class 6 contains 79769 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 5197 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52826 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 18485 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 15 contains 80303 members 
Mstep: Class 16 contains 93514 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 63854 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 52020 members 
Mstep: Class 22 contains 112 members 
Mstep: Class 23 contains 36109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35818980.000000 Penalty: 13887.878906
Iteration 78Q: 24 clusters Score -3.581898e+07 nChanged 6920
Entering ConstructFrom: 
Score: -35818980.000000 Penalty: 13887.878906
Entering ConstructFrom: 
Trying to split cluster 1 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -18545.056641 Penalty: 261.742065
	Iteration 0F: 2 clusters Score -18545.06 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 170 members 
Entering Unmasked Estep 
Score: -18194.556641 Penalty: 523.484131
	Iteration 0F: 3 clusters Score -18194.56 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18291.449219 Penalty: 523.484131
	Iteration 1F: 3 clusters Score -18291.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18320.886719 Penalty: 523.484131
	Iteration 2F: 3 clusters Score -18320.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18349.826172 Penalty: 523.484131
	Iteration 3F: 3 clusters Score -18349.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18353.392578 Penalty: 523.484131
	Iteration 4Q: 3 clusters Score -18353.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18355.017578 Penalty: 523.484131
	Iteration 5Q: 3 clusters Score -18355.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18355.269531 Penalty: 523.484131
	Iteration 6Q: 3 clusters Score -18355.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18355.269531 Penalty: 523.484131
	Iteration 7F: 3 clusters Score -18355.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Entering Unmasked Estep 
Score: -2239708.250000 Penalty: 478.945099
	Iteration 0F: 2 clusters Score -2239708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2214556.250000 Penalty: 957.890198
	Iteration 0F: 3 clusters Score -2214556 nChanged 18062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2225148.500000 Penalty: 957.890198
	Iteration 1F: 3 clusters Score -2225148 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2225631.250000 Penalty: 957.890198
	Iteration 2Q: 3 clusters Score -2225631 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -2226501.000000 Penalty: 957.890198
	Iteration 3Q: 3 clusters Score -2226501 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -2228075.250000 Penalty: 957.890198
	Iteration 4F: 3 clusters Score -2228075 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -2230852.000000 Penalty: 957.890198
	Iteration 5F: 3 clusters Score -2230852 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -2234459.250000 Penalty: 957.890198
	Iteration 6F: 3 clusters Score -2234459 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -2237403.750000 Penalty: 957.890198
	Iteration 7F: 3 clusters Score -2237404 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -2238795.250000 Penalty: 957.890198
	Iteration 8Q: 3 clusters Score -2238795 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -2239130.500000 Penalty: 957.890198
	Iteration 9Q: 3 clusters Score -2239130 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -2239222.000000 Penalty: 957.890198
	Iteration 10Q: 3 clusters Score -2239222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -2239260.250000 Penalty: 957.890198
	Iteration 11Q: 3 clusters Score -2239260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -2239272.250000 Penalty: 957.890198
	Iteration 12Q: 3 clusters Score -2239272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -2239279.000000 Penalty: 957.890198
	Iteration 13Q: 3 clusters Score -2239279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -2239288.500000 Penalty: 957.890198
	Iteration 14Q: 3 clusters Score -2239288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -2239289.500000 Penalty: 957.890198
	Iteration 15Q: 3 clusters Score -2239290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -2239290.500000 Penalty: 957.890198
	Iteration 16Q: 3 clusters Score -2239290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -2239290.500000 Penalty: 957.890198
	Iteration 17F: 3 clusters Score -2239290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Entering Unmasked Estep 
Score: -275122.468750 Penalty: 385.265472
	Iteration 0F: 2 clusters Score -275122.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -271942.718750 Penalty: 770.530945
	Iteration 0F: 3 clusters Score -271942.7 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -273472.906250 Penalty: 770.530945
	Iteration 1F: 3 clusters Score -273472.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -273861.375000 Penalty: 770.530945
	Iteration 2F: 3 clusters Score -273861.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -274124.593750 Penalty: 770.530945
	Iteration 3F: 3 clusters Score -274124.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -274305.718750 Penalty: 770.530945
	Iteration 4F: 3 clusters Score -274305.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -274450.156250 Penalty: 770.530945
	Iteration 5Q: 3 clusters Score -274450.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -274584.218750 Penalty: 770.530945
	Iteration 6Q: 3 clusters Score -274584.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -274693.718750 Penalty: 770.530945
	Iteration 7Q: 3 clusters Score -274693.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -274782.718750 Penalty: 770.530945
	Iteration 8Q: 3 clusters Score -274782.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -274863.343750 Penalty: 770.530945
	Iteration 9Q: 3 clusters Score -274863.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -274915.406250 Penalty: 770.530945
	Iteration 10Q: 3 clusters Score -274915.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -274954.562500 Penalty: 770.530945
	Iteration 11Q: 3 clusters Score -274954.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -274976.218750 Penalty: 770.530945
	Iteration 12Q: 3 clusters Score -274976.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -274991.687500 Penalty: 770.530945
	Iteration 13Q: 3 clusters Score -274991.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -275001.031250 Penalty: 770.530945
	Iteration 14Q: 3 clusters Score -275001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -275007.250000 Penalty: 770.530945
	Iteration 15Q: 3 clusters Score -275007.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -275013.750000 Penalty: 770.530945
	Iteration 16Q: 3 clusters Score -275013.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -275020.031250 Penalty: 770.530945
	Iteration 17Q: 3 clusters Score -275020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -275023.500000 Penalty: 770.530945
	Iteration 18Q: 3 clusters Score -275023.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -275027.031250 Penalty: 770.530945
	Iteration 19Q: 3 clusters Score -275027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -275029.031250 Penalty: 770.530945
	Iteration 20F: 3 clusters Score -275029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -275030.125000 Penalty: 770.530945
	Iteration 21Q: 3 clusters Score -275030.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -275031.562500 Penalty: 770.530945
	Iteration 22Q: 3 clusters Score -275031.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -275031.625000 Penalty: 770.530945
	Iteration 23Q: 3 clusters Score -275031.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -275032.187500 Penalty: 770.530945
	Iteration 24Q: 3 clusters Score -275032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -275032.812500 Penalty: 770.530945
	Iteration 25Q: 3 clusters Score -275032.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -275032.656250 Penalty: 770.530945
	Iteration 26Q: 3 clusters Score -275032.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -275033.000000 Penalty: 770.530945
	Iteration 27Q: 3 clusters Score -275033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -275033.000000 Penalty: 770.530945
	Iteration 28F: 3 clusters Score -275033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Entering Unmasked Estep 
Score: -1629270.875000 Penalty: 464.048920
	Iteration 0F: 2 clusters Score -1629271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1611305.375000 Penalty: 928.097839
	Iteration 0F: 3 clusters Score -1611305 nChanged 12866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1618950.250000 Penalty: 928.097839
	Iteration 1F: 3 clusters Score -1618950 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1619552.375000 Penalty: 928.097839
	Iteration 2Q: 3 clusters Score -1619552 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1620419.750000 Penalty: 928.097839
	Iteration 3F: 3 clusters Score -1620420 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1621869.250000 Penalty: 928.097839
	Iteration 4F: 3 clusters Score -1621869 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1623533.625000 Penalty: 928.097839
	Iteration 5F: 3 clusters Score -1623534 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1624632.000000 Penalty: 928.097839
	Iteration 6F: 3 clusters Score -1624632 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1625066.750000 Penalty: 928.097839
	Iteration 7Q: 3 clusters Score -1625067 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1625260.125000 Penalty: 928.097839
	Iteration 8Q: 3 clusters Score -1625260 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1625419.375000 Penalty: 928.097839
	Iteration 9Q: 3 clusters Score -1625419 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1625592.875000 Penalty: 928.097839
	Iteration 10Q: 3 clusters Score -1625593 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1625762.375000 Penalty: 928.097839
	Iteration 11Q: 3 clusters Score -1625762 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1625932.500000 Penalty: 928.097839
	Iteration 12Q: 3 clusters Score -1625932 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -1626109.625000 Penalty: 928.097839
	Iteration 13Q: 3 clusters Score -1626110 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1626261.375000 Penalty: 928.097839
	Iteration 14Q: 3 clusters Score -1626261 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -1626402.375000 Penalty: 928.097839
	Iteration 15Q: 3 clusters Score -1626402 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -1626544.500000 Penalty: 928.097839
	Iteration 16Q: 3 clusters Score -1626544 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1626669.625000 Penalty: 928.097839
	Iteration 17Q: 3 clusters Score -1626670 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1626763.500000 Penalty: 928.097839
	Iteration 18Q: 3 clusters Score -1626764 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -1626830.000000 Penalty: 928.097839
	Iteration 19Q: 3 clusters Score -1626830 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -1626887.750000 Penalty: 928.097839
	Iteration 20F: 3 clusters Score -1626888 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -1626923.625000 Penalty: 928.097839
	Iteration 21Q: 3 clusters Score -1626924 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -1626964.500000 Penalty: 928.097839
	Iteration 22Q: 3 clusters Score -1626964 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -1627001.375000 Penalty: 928.097839
	Iteration 23Q: 3 clusters Score -1627001 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -1627042.000000 Penalty: 928.097839
	Iteration 24Q: 3 clusters Score -1627042 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -1627078.875000 Penalty: 928.097839
	Iteration 25Q: 3 clusters Score -1627079 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -1627114.000000 Penalty: 928.097839
	Iteration 26Q: 3 clusters Score -1627114 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -1627139.750000 Penalty: 928.097839
	Iteration 27Q: 3 clusters Score -1627140 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -1627178.625000 Penalty: 928.097839
	Iteration 28Q: 3 clusters Score -1627179 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -1627215.375000 Penalty: 928.097839
	Iteration 29Q: 3 clusters Score -1627215 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -1627244.750000 Penalty: 928.097839
	Iteration 30Q: 3 clusters Score -1627245 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -1627293.125000 Penalty: 928.097839
	Iteration 31Q: 3 clusters Score -1627293 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -1627336.000000 Penalty: 928.097839
	Iteration 32Q: 3 clusters Score -1627336 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -1627378.625000 Penalty: 928.097839
	Iteration 33Q: 3 clusters Score -1627379 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -1627423.500000 Penalty: 928.097839
	Iteration 34Q: 3 clusters Score -1627424 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -1627461.625000 Penalty: 928.097839
	Iteration 35Q: 3 clusters Score -1627462 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -1627501.250000 Penalty: 928.097839
	Iteration 36Q: 3 clusters Score -1627501 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -1627548.375000 Penalty: 928.097839
	Iteration 37Q: 3 clusters Score -1627548 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -1627590.875000 Penalty: 928.097839
	Iteration 38Q: 3 clusters Score -1627591 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -1627644.500000 Penalty: 928.097839
	Iteration 39Q: 3 clusters Score -1627644 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -1627694.625000 Penalty: 928.097839
	Iteration 40F: 3 clusters Score -1627695 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -1627739.125000 Penalty: 928.097839
	Iteration 41Q: 3 clusters Score -1627739 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -1627801.625000 Penalty: 928.097839
	Iteration 42Q: 3 clusters Score -1627802 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -1627861.875000 Penalty: 928.097839
	Iteration 43Q: 3 clusters Score -1627862 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -1627925.000000 Penalty: 928.097839
	Iteration 44Q: 3 clusters Score -1627925 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -1627993.000000 Penalty: 928.097839
	Iteration 45Q: 3 clusters Score -1627993 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -1628063.625000 Penalty: 928.097839
	Iteration 46Q: 3 clusters Score -1628064 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -1628146.750000 Penalty: 928.097839
	Iteration 47Q: 3 clusters Score -1628147 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -1628210.000000 Penalty: 928.097839
	Iteration 48Q: 3 clusters Score -1628210 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -1628279.625000 Penalty: 928.097839
	Iteration 49Q: 3 clusters Score -1628280 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -1628341.125000 Penalty: 928.097839
	Iteration 50Q: 3 clusters Score -1628341 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -1628392.750000 Penalty: 928.097839
	Iteration 51Q: 3 clusters Score -1628393 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -1628440.625000 Penalty: 928.097839
	Iteration 52Q: 3 clusters Score -1628441 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -1628492.250000 Penalty: 928.097839
	Iteration 53Q: 3 clusters Score -1628492 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -1628526.125000 Penalty: 928.097839
	Iteration 54Q: 3 clusters Score -1628526 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -1628556.875000 Penalty: 928.097839
	Iteration 55Q: 3 clusters Score -1628557 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -1628593.625000 Penalty: 928.097839
	Iteration 56Q: 3 clusters Score -1628594 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -1628611.125000 Penalty: 928.097839
	Iteration 57Q: 3 clusters Score -1628611 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -1628635.500000 Penalty: 928.097839
	Iteration 58Q: 3 clusters Score -1628636 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -1628659.250000 Penalty: 928.097839
	Iteration 59Q: 3 clusters Score -1628659 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -1628691.000000 Penalty: 928.097839
	Iteration 60F: 3 clusters Score -1628691 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -1628718.250000 Penalty: 928.097839
	Iteration 61Q: 3 clusters Score -1628718 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -1628737.625000 Penalty: 928.097839
	Iteration 62Q: 3 clusters Score -1628738 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -1628752.625000 Penalty: 928.097839
	Iteration 63Q: 3 clusters Score -1628753 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -1628765.125000 Penalty: 928.097839
	Iteration 64Q: 3 clusters Score -1628765 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -1628784.875000 Penalty: 928.097839
	Iteration 65Q: 3 clusters Score -1628785 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -1628810.375000 Penalty: 928.097839
	Iteration 66Q: 3 clusters Score -1628810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -1628823.750000 Penalty: 928.097839
	Iteration 67Q: 3 clusters Score -1628824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -1628835.375000 Penalty: 928.097839
	Iteration 68Q: 3 clusters Score -1628835 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -1628848.250000 Penalty: 928.097839
	Iteration 69Q: 3 clusters Score -1628848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -1628860.250000 Penalty: 928.097839
	Iteration 70Q: 3 clusters Score -1628860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -1628875.000000 Penalty: 928.097839
	Iteration 71Q: 3 clusters Score -1628875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -1628881.125000 Penalty: 928.097839
	Iteration 72Q: 3 clusters Score -1628881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -1628885.500000 Penalty: 928.097839
	Iteration 73Q: 3 clusters Score -1628886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -1628892.625000 Penalty: 928.097839
	Iteration 74Q: 3 clusters Score -1628893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -1628897.750000 Penalty: 928.097839
	Iteration 75Q: 3 clusters Score -1628898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -1628896.250000 Penalty: 928.097839
	Iteration 76Q: 3 clusters Score -1628896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -1628899.250000 Penalty: 928.097839
	Iteration 77Q: 3 clusters Score -1628899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -1628900.250000 Penalty: 928.097839
	Iteration 78Q: 3 clusters Score -1628900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -1628898.500000 Penalty: 928.097839
	Iteration 79Q: 3 clusters Score -1628898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -1628896.500000 Penalty: 928.097839
	Iteration 80F: 3 clusters Score -1628896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -1628898.375000 Penalty: 928.097839
	Iteration 81Q: 3 clusters Score -1628898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -1628897.375000 Penalty: 928.097839
	Iteration 82Q: 3 clusters Score -1628897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -1628897.625000 Penalty: 928.097839
	Iteration 83Q: 3 clusters Score -1628898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -1628898.625000 Penalty: 928.097839
	Iteration 84Q: 3 clusters Score -1628899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -1628897.500000 Penalty: 928.097839
	Iteration 85Q: 3 clusters Score -1628898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -1628900.375000 Penalty: 928.097839
	Iteration 86Q: 3 clusters Score -1628900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -1628903.125000 Penalty: 928.097839
	Iteration 87Q: 3 clusters Score -1628903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -1628902.500000 Penalty: 928.097839
	Iteration 88Q: 3 clusters Score -1628902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -1628906.750000 Penalty: 928.097839
	Iteration 89Q: 3 clusters Score -1628907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -1628907.750000 Penalty: 928.097839
	Iteration 90Q: 3 clusters Score -1628908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -1628911.250000 Penalty: 928.097839
	Iteration 91Q: 3 clusters Score -1628911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -1628917.875000 Penalty: 928.097839
	Iteration 92Q: 3 clusters Score -1628918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -1628918.875000 Penalty: 928.097839
	Iteration 93Q: 3 clusters Score -1628919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -1628924.375000 Penalty: 928.097839
	Iteration 94Q: 3 clusters Score -1628924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -1628928.250000 Penalty: 928.097839
	Iteration 95Q: 3 clusters Score -1628928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -1628930.750000 Penalty: 928.097839
	Iteration 96Q: 3 clusters Score -1628931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -1628930.500000 Penalty: 928.097839
	Iteration 97Q: 3 clusters Score -1628930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -1628929.750000 Penalty: 928.097839
	Iteration 98Q: 3 clusters Score -1628930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -1628929.750000 Penalty: 928.097839
	Iteration 99F: 3 clusters Score -1628930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Entering Unmasked Estep 
Score: -1361513.750000 Penalty: 454.059814
	Iteration 0F: 2 clusters Score -1361514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1347083.000000 Penalty: 908.119629
	Iteration 0F: 3 clusters Score -1347083 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1352767.375000 Penalty: 908.119629
	Iteration 1F: 3 clusters Score -1352767 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1353033.875000 Penalty: 908.119629
	Iteration 2Q: 3 clusters Score -1353034 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1353335.125000 Penalty: 908.119629
	Iteration 3Q: 3 clusters Score -1353335 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1353732.625000 Penalty: 908.119629
	Iteration 4Q: 3 clusters Score -1353733 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1354345.125000 Penalty: 908.119629
	Iteration 5F: 3 clusters Score -1354345 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1355192.875000 Penalty: 908.119629
	Iteration 6F: 3 clusters Score -1355193 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1356176.375000 Penalty: 908.119629
	Iteration 7F: 3 clusters Score -1356176 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1356948.375000 Penalty: 908.119629
	Iteration 8F: 3 clusters Score -1356948 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1357273.375000 Penalty: 908.119629
	Iteration 9Q: 3 clusters Score -1357273 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1357399.500000 Penalty: 908.119629
	Iteration 10Q: 3 clusters Score -1357400 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1357448.125000 Penalty: 908.119629
	Iteration 11Q: 3 clusters Score -1357448 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1357485.125000 Penalty: 908.119629
	Iteration 12Q: 3 clusters Score -1357485 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1357521.375000 Penalty: 908.119629
	Iteration 13Q: 3 clusters Score -1357521 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1357567.375000 Penalty: 908.119629
	Iteration 14Q: 3 clusters Score -1357567 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1357609.000000 Penalty: 908.119629
	Iteration 15Q: 3 clusters Score -1357609 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1357661.750000 Penalty: 908.119629
	Iteration 16Q: 3 clusters Score -1357662 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1357727.375000 Penalty: 908.119629
	Iteration 17Q: 3 clusters Score -1357727 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1357810.000000 Penalty: 908.119629
	Iteration 18Q: 3 clusters Score -1357810 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1357906.625000 Penalty: 908.119629
	Iteration 19Q: 3 clusters Score -1357907 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1358003.875000 Penalty: 908.119629
	Iteration 20F: 3 clusters Score -1358004 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1358137.750000 Penalty: 908.119629
	Iteration 21Q: 3 clusters Score -1358138 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1358279.125000 Penalty: 908.119629
	Iteration 22Q: 3 clusters Score -1358279 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1358444.875000 Penalty: 908.119629
	Iteration 23Q: 3 clusters Score -1358445 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1358656.875000 Penalty: 908.119629
	Iteration 24Q: 3 clusters Score -1358657 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1358897.750000 Penalty: 908.119629
	Iteration 25Q: 3 clusters Score -1358898 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1359144.250000 Penalty: 908.119629
	Iteration 26Q: 3 clusters Score -1359144 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1359389.375000 Penalty: 908.119629
	Iteration 27Q: 3 clusters Score -1359389 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1359609.000000 Penalty: 908.119629
	Iteration 28Q: 3 clusters Score -1359609 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1359787.375000 Penalty: 908.119629
	Iteration 29Q: 3 clusters Score -1359787 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1359927.125000 Penalty: 908.119629
	Iteration 30Q: 3 clusters Score -1359927 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1360018.000000 Penalty: 908.119629
	Iteration 31Q: 3 clusters Score -1360018 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1360100.250000 Penalty: 908.119629
	Iteration 32Q: 3 clusters Score -1360100 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1360168.625000 Penalty: 908.119629
	Iteration 33Q: 3 clusters Score -1360169 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1360214.625000 Penalty: 908.119629
	Iteration 34Q: 3 clusters Score -1360215 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1360261.875000 Penalty: 908.119629
	Iteration 35Q: 3 clusters Score -1360262 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1360303.125000 Penalty: 908.119629
	Iteration 36Q: 3 clusters Score -1360303 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1360327.750000 Penalty: 908.119629
	Iteration 37Q: 3 clusters Score -1360328 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1360351.125000 Penalty: 908.119629
	Iteration 38Q: 3 clusters Score -1360351 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1360371.250000 Penalty: 908.119629
	Iteration 39Q: 3 clusters Score -1360371 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1360402.250000 Penalty: 908.119629
	Iteration 40F: 3 clusters Score -1360402 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1360415.000000 Penalty: 908.119629
	Iteration 41Q: 3 clusters Score -1360415 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1360433.125000 Penalty: 908.119629
	Iteration 42Q: 3 clusters Score -1360433 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1360444.500000 Penalty: 908.119629
	Iteration 43Q: 3 clusters Score -1360444 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1360462.750000 Penalty: 908.119629
	Iteration 44Q: 3 clusters Score -1360463 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1360474.375000 Penalty: 908.119629
	Iteration 45Q: 3 clusters Score -1360474 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1360478.375000 Penalty: 908.119629
	Iteration 46Q: 3 clusters Score -1360478 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1360482.375000 Penalty: 908.119629
	Iteration 47Q: 3 clusters Score -1360482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1360484.750000 Penalty: 908.119629
	Iteration 48Q: 3 clusters Score -1360485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1360483.625000 Penalty: 908.119629
	Iteration 49Q: 3 clusters Score -1360484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1360485.000000 Penalty: 908.119629
	Iteration 50Q: 3 clusters Score -1360485 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1360487.250000 Penalty: 908.119629
	Iteration 51Q: 3 clusters Score -1360487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1360491.125000 Penalty: 908.119629
	Iteration 52Q: 3 clusters Score -1360491 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1360491.500000 Penalty: 908.119629
	Iteration 53Q: 3 clusters Score -1360492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1360494.125000 Penalty: 908.119629
	Iteration 54Q: 3 clusters Score -1360494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1360498.750000 Penalty: 908.119629
	Iteration 55Q: 3 clusters Score -1360499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1360497.125000 Penalty: 908.119629
	Iteration 56Q: 3 clusters Score -1360497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1360498.500000 Penalty: 908.119629
	Iteration 57Q: 3 clusters Score -1360498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1360498.375000 Penalty: 908.119629
	Iteration 58Q: 3 clusters Score -1360498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1360498.000000 Penalty: 908.119629
	Iteration 59Q: 3 clusters Score -1360498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1360500.750000 Penalty: 908.119629
	Iteration 60F: 3 clusters Score -1360501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1360499.125000 Penalty: 908.119629
	Iteration 61Q: 3 clusters Score -1360499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1360498.875000 Penalty: 908.119629
	Iteration 62Q: 3 clusters Score -1360499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1360502.500000 Penalty: 908.119629
	Iteration 63Q: 3 clusters Score -1360502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1360507.375000 Penalty: 908.119629
	Iteration 64Q: 3 clusters Score -1360507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1360507.000000 Penalty: 908.119629
	Iteration 65Q: 3 clusters Score -1360507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1360508.875000 Penalty: 908.119629
	Iteration 66Q: 3 clusters Score -1360509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1360507.750000 Penalty: 908.119629
	Iteration 67Q: 3 clusters Score -1360508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1360510.125000 Penalty: 908.119629
	Iteration 68Q: 3 clusters Score -1360510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1360508.000000 Penalty: 908.119629
	Iteration 69Q: 3 clusters Score -1360508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1360504.625000 Penalty: 908.119629
	Iteration 70Q: 3 clusters Score -1360505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1360506.125000 Penalty: 908.119629
	Iteration 71Q: 3 clusters Score -1360506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1360506.875000 Penalty: 908.119629
	Iteration 72Q: 3 clusters Score -1360507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1360506.750000 Penalty: 908.119629
	Iteration 73Q: 3 clusters Score -1360507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1360508.125000 Penalty: 908.119629
	Iteration 74Q: 3 clusters Score -1360508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1360507.625000 Penalty: 908.119629
	Iteration 75Q: 3 clusters Score -1360508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1360508.125000 Penalty: 908.119629
	Iteration 76Q: 3 clusters Score -1360508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1360509.375000 Penalty: 908.119629
	Iteration 77Q: 3 clusters Score -1360509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1360508.750000 Penalty: 908.119629
	Iteration 78Q: 3 clusters Score -1360509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1360508.125000 Penalty: 908.119629
	Iteration 79Q: 3 clusters Score -1360508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1360508.000000 Penalty: 908.119629
	Iteration 80F: 3 clusters Score -1360508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1360508.000000 Penalty: 908.119629
	Iteration 81Q: 3 clusters Score -1360508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1360507.500000 Penalty: 908.119629
	Iteration 82Q: 3 clusters Score -1360508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1360506.875000 Penalty: 908.119629
	Iteration 83Q: 3 clusters Score -1360507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1360505.750000 Penalty: 908.119629
	Iteration 84Q: 3 clusters Score -1360506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1360506.125000 Penalty: 908.119629
	Iteration 85Q: 3 clusters Score -1360506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1360506.125000 Penalty: 908.119629
	Iteration 86F: 3 clusters Score -1360506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (80804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80804 members 
Entering Unmasked Estep 
Score: -5338390.000000 Penalty: 514.140076
	Iteration 0F: 2 clusters Score -5338390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -5284876.500000 Penalty: 1028.280151
	Iteration 0F: 3 clusters Score -5284876 nChanged 39490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -5309742.000000 Penalty: 1028.280151
	Iteration 1F: 3 clusters Score -5309742 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -5311363.500000 Penalty: 1028.280151
	Iteration 2Q: 3 clusters Score -5311364 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -5314142.000000 Penalty: 1028.280151
	Iteration 3F: 3 clusters Score -5314142 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -5318052.000000 Penalty: 1028.280151
	Iteration 4F: 3 clusters Score -5318052 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -5322222.500000 Penalty: 1028.280151
	Iteration 5F: 3 clusters Score -5322222 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -5325240.500000 Penalty: 1028.280151
	Iteration 6F: 3 clusters Score -5325240 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -5326719.500000 Penalty: 1028.280151
	Iteration 7Q: 3 clusters Score -5326720 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -5327508.500000 Penalty: 1028.280151
	Iteration 8Q: 3 clusters Score -5327508 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -5328227.000000 Penalty: 1028.280151
	Iteration 9Q: 3 clusters Score -5328227 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -5328969.500000 Penalty: 1028.280151
	Iteration 10Q: 3 clusters Score -5328970 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -5329909.500000 Penalty: 1028.280151
	Iteration 11Q: 3 clusters Score -5329910 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -5330872.000000 Penalty: 1028.280151
	Iteration 12Q: 3 clusters Score -5330872 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -5331906.500000 Penalty: 1028.280151
	Iteration 13Q: 3 clusters Score -5331906 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -5333059.000000 Penalty: 1028.280151
	Iteration 14Q: 3 clusters Score -5333059 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -5334288.500000 Penalty: 1028.280151
	Iteration 15Q: 3 clusters Score -5334288 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -5335301.500000 Penalty: 1028.280151
	Iteration 16Q: 3 clusters Score -5335302 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 51473 members 
Entering Unmasked Estep 
Score: -5336095.500000 Penalty: 1028.280151
	Iteration 17Q: 3 clusters Score -5336096 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -5336580.000000 Penalty: 1028.280151
	Iteration 18Q: 3 clusters Score -5336580 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -5336857.000000 Penalty: 1028.280151
	Iteration 19Q: 3 clusters Score -5336857 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
Score: -5337056.000000 Penalty: 1028.280151
	Iteration 20F: 3 clusters Score -5337056 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -5337182.500000 Penalty: 1028.280151
	Iteration 21Q: 3 clusters Score -5337182 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -5337257.000000 Penalty: 1028.280151
	Iteration 22Q: 3 clusters Score -5337257 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -5337214.000000 Penalty: 1028.280151
	Iteration 23Q: 3 clusters Score -5337214 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -5337212.000000 Penalty: 1028.280151
	Iteration 24Q: 3 clusters Score -5337212 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -5337164.500000 Penalty: 1028.280151
	Iteration 25Q: 3 clusters Score -5337164 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -5337142.000000 Penalty: 1028.280151
	Iteration 26Q: 3 clusters Score -5337142 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -5337151.000000 Penalty: 1028.280151
	Iteration 27Q: 3 clusters Score -5337151 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -5337139.000000 Penalty: 1028.280151
	Iteration 28Q: 3 clusters Score -5337139 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -5337136.000000 Penalty: 1028.280151
	Iteration 29Q: 3 clusters Score -5337136 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -5337106.500000 Penalty: 1028.280151
	Iteration 30Q: 3 clusters Score -5337106 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -5337094.000000 Penalty: 1028.280151
	Iteration 31Q: 3 clusters Score -5337094 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 51385 members 
Entering Unmasked Estep 
Score: -5337064.000000 Penalty: 1028.280151
	Iteration 32Q: 3 clusters Score -5337064 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -5337062.000000 Penalty: 1028.280151
	Iteration 33Q: 3 clusters Score -5337062 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -5337043.000000 Penalty: 1028.280151
	Iteration 34Q: 3 clusters Score -5337043 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -5337016.000000 Penalty: 1028.280151
	Iteration 35Q: 3 clusters Score -5337016 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -5337041.000000 Penalty: 1028.280151
	Iteration 36Q: 3 clusters Score -5337041 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -5337033.000000 Penalty: 1028.280151
	Iteration 37Q: 3 clusters Score -5337033 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -5337029.000000 Penalty: 1028.280151
	Iteration 38Q: 3 clusters Score -5337029 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -5337047.000000 Penalty: 1028.280151
	Iteration 39Q: 3 clusters Score -5337047 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5337032 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5337024 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5337012 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5336986 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5336976 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5336957 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5336963 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5336924 nChanged 321
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Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5336912 nChanged 349
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5336898 nChanged 367
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5336868 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5336854 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5336843 nChanged 413
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5336841 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5336894 nChanged 381
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5336918 nChanged 365
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5336908 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5336934 nChanged 348
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5336936 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5336964 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5336976 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5336989 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5336992 nChanged 346
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5337018 nChanged 332
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Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5337000 nChanged 320
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5337012 nChanged 280
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Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5337020 nChanged 298
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Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5337038 nChanged 296
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Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5337032 nChanged 264
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Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5336997 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5337002 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5336986 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5336989 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5336984 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5336962 nChanged 175
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Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5336954 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5336948 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5336924 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5336906 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5336884 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5336859 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5336842 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5336856 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5336836 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5336828 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5336814 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5336816 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5336814 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5336790 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5336780 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5336768 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5336761 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5336752 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5336752 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5336736 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5336725 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5336716 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5336710 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5336686 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5336679 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5336662 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5336663 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5336638 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -5336622.500000 Penalty: 1028.280151
	Iteration 103Q: 3 clusters Score -5336622 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5336617 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5336615 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5336604 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5336598 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5336591 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5336598 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5336603 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5336602 nChanged 36
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Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5336597 nChanged 37
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Mstep: Class 1 contains 45801 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5336594 nChanged 42
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Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5336590 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5336595 nChanged 50
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Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 34865 members 
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	Iteration 116Q: 3 clusters Score -5336595 nChanged 76
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Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5336587 nChanged 63
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Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5336586 nChanged 59
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Mstep: Class 1 contains 46137 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5336582 nChanged 51
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Mstep: Class 1 contains 46186 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5336584 nChanged 54
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Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5336587 nChanged 70
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Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5336586 nChanged 57
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Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5336578 nChanged 63
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Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5336583 nChanged 72
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Mstep: Class 1 contains 46500 members 
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	Iteration 125Q: 3 clusters Score -5336568 nChanged 72
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Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5336558 nChanged 60
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Mstep: Class 1 contains 46630 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5336558 nChanged 72
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Mstep: Class 1 contains 46702 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5336546 nChanged 64
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Mstep: Class 1 contains 46766 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5336544 nChanged 38
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Mstep: Class 1 contains 46800 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5336544 nChanged 43
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Mstep: Class 1 contains 46843 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5336552 nChanged 35
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5336538 nChanged 31
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Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -5336529.500000 Penalty: 1028.280151
	Iteration 133Q: 3 clusters Score -5336530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -5336519.000000 Penalty: 1028.280151
	Iteration 134Q: 3 clusters Score -5336519 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -5336512.000000 Penalty: 1028.280151
	Iteration 135Q: 3 clusters Score -5336512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -5336515.500000 Penalty: 1028.280151
	Iteration 136Q: 3 clusters Score -5336516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -5336499.500000 Penalty: 1028.280151
	Iteration 137Q: 3 clusters Score -5336500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -5336493.500000 Penalty: 1028.280151
	Iteration 138Q: 3 clusters Score -5336494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -5336493.000000 Penalty: 1028.280151
	Iteration 139Q: 3 clusters Score -5336493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -5336480.500000 Penalty: 1028.280151
	Iteration 140F: 3 clusters Score -5336480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -5336474.500000 Penalty: 1028.280151
	Iteration 141Q: 3 clusters Score -5336474 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5336476 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -5336475.500000 Penalty: 1028.280151
	Iteration 143Q: 3 clusters Score -5336476 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -5336469.500000 Penalty: 1028.280151
	Iteration 144Q: 3 clusters Score -5336470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -5336464.500000 Penalty: 1028.280151
	Iteration 145Q: 3 clusters Score -5336464 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -5336467.500000 Penalty: 1028.280151
	Iteration 146Q: 3 clusters Score -5336468 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -5336455.000000 Penalty: 1028.280151
	Iteration 147Q: 3 clusters Score -5336455 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -5336458.000000 Penalty: 1028.280151
	Iteration 148Q: 3 clusters Score -5336458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -5336455.500000 Penalty: 1028.280151
	Iteration 149Q: 3 clusters Score -5336456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -5336448.500000 Penalty: 1028.280151
	Iteration 150Q: 3 clusters Score -5336448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -5336438.000000 Penalty: 1028.280151
	Iteration 151Q: 3 clusters Score -5336438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -5336436.500000 Penalty: 1028.280151
	Iteration 152Q: 3 clusters Score -5336436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -5336423.500000 Penalty: 1028.280151
	Iteration 153Q: 3 clusters Score -5336424 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -5336420.500000 Penalty: 1028.280151
	Iteration 154Q: 3 clusters Score -5336420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -5336414.500000 Penalty: 1028.280151
	Iteration 155Q: 3 clusters Score -5336414 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -5336419.000000 Penalty: 1028.280151
	Iteration 156Q: 3 clusters Score -5336419 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -5336416.000000 Penalty: 1028.280151
	Iteration 157Q: 3 clusters Score -5336416 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -5336415.500000 Penalty: 1028.280151
	Iteration 158Q: 3 clusters Score -5336416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -5336415.000000 Penalty: 1028.280151
	Iteration 159Q: 3 clusters Score -5336415 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -5336414.500000 Penalty: 1028.280151
	Iteration 160F: 3 clusters Score -5336414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -5336405.000000 Penalty: 1028.280151
	Iteration 161Q: 3 clusters Score -5336405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -5336408.000000 Penalty: 1028.280151
	Iteration 162Q: 3 clusters Score -5336408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -5336409.000000 Penalty: 1028.280151
	Iteration 163Q: 3 clusters Score -5336409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5336408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -5336405.500000 Penalty: 1028.280151
	Iteration 165Q: 3 clusters Score -5336406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -5336407.500000 Penalty: 1028.280151
	Iteration 166Q: 3 clusters Score -5336408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -5336400.500000 Penalty: 1028.280151
	Iteration 167Q: 3 clusters Score -5336400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -5336395.500000 Penalty: 1028.280151
	Iteration 168Q: 3 clusters Score -5336396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -5336400.000000 Penalty: 1028.280151
	Iteration 169Q: 3 clusters Score -5336400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -5336392.000000 Penalty: 1028.280151
	Iteration 170Q: 3 clusters Score -5336392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -5336388.500000 Penalty: 1028.280151
	Iteration 171Q: 3 clusters Score -5336388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -5336383.000000 Penalty: 1028.280151
	Iteration 172Q: 3 clusters Score -5336383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -5336387.500000 Penalty: 1028.280151
	Iteration 173Q: 3 clusters Score -5336388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -5336388.500000 Penalty: 1028.280151
	Iteration 174Q: 3 clusters Score -5336388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -5336385.500000 Penalty: 1028.280151
	Iteration 175Q: 3 clusters Score -5336386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -5336387.500000 Penalty: 1028.280151
	Iteration 176Q: 3 clusters Score -5336388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -5336385.000000 Penalty: 1028.280151
	Iteration 177Q: 3 clusters Score -5336385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -5336381.000000 Penalty: 1028.280151
	Iteration 178Q: 3 clusters Score -5336381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -5336369.500000 Penalty: 1028.280151
	Iteration 179Q: 3 clusters Score -5336370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -5336366.500000 Penalty: 1028.280151
	Iteration 180F: 3 clusters Score -5336366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -5336355.000000 Penalty: 1028.280151
	Iteration 181Q: 3 clusters Score -5336355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -5336349.500000 Penalty: 1028.280151
	Iteration 182Q: 3 clusters Score -5336350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -5336350.000000 Penalty: 1028.280151
	Iteration 183Q: 3 clusters Score -5336350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -5336335.000000 Penalty: 1028.280151
	Iteration 184Q: 3 clusters Score -5336335 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -5336341.500000 Penalty: 1028.280151
	Iteration 185Q: 3 clusters Score -5336342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -5336341.500000 Penalty: 1028.280151
	Iteration 186Q: 3 clusters Score -5336342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -5336339.000000 Penalty: 1028.280151
	Iteration 187Q: 3 clusters Score -5336339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -5336335.500000 Penalty: 1028.280151
	Iteration 188Q: 3 clusters Score -5336336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -5336327.500000 Penalty: 1028.280151
	Iteration 189Q: 3 clusters Score -5336328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -5336311.500000 Penalty: 1028.280151
	Iteration 190Q: 3 clusters Score -5336312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -5336302.500000 Penalty: 1028.280151
	Iteration 191Q: 3 clusters Score -5336302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -5336297.000000 Penalty: 1028.280151
	Iteration 192Q: 3 clusters Score -5336297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -5336292.500000 Penalty: 1028.280151
	Iteration 193Q: 3 clusters Score -5336292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -5336303.500000 Penalty: 1028.280151
	Iteration 194Q: 3 clusters Score -5336304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -5336285.000000 Penalty: 1028.280151
	Iteration 195Q: 3 clusters Score -5336285 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49146 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -5336287.500000 Penalty: 1028.280151
	Iteration 196Q: 3 clusters Score -5336288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -5336280.500000 Penalty: 1028.280151
	Iteration 197Q: 3 clusters Score -5336280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -5336272.500000 Penalty: 1028.280151
	Iteration 198Q: 3 clusters Score -5336272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -5336272.000000 Penalty: 1028.280151
	Iteration 199Q: 3 clusters Score -5336272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -5336260.000000 Penalty: 1028.280151
	Iteration 200F: 3 clusters Score -5336260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -5336261.500000 Penalty: 1028.280151
	Iteration 201Q: 3 clusters Score -5336262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -5336256.500000 Penalty: 1028.280151
	Iteration 202Q: 3 clusters Score -5336256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -5336258.000000 Penalty: 1028.280151
	Iteration 203Q: 3 clusters Score -5336258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -5336248.500000 Penalty: 1028.280151
	Iteration 204Q: 3 clusters Score -5336248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -5336246.000000 Penalty: 1028.280151
	Iteration 205Q: 3 clusters Score -5336246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -5336246.500000 Penalty: 1028.280151
	Iteration 206Q: 3 clusters Score -5336246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -5336248.000000 Penalty: 1028.280151
	Iteration 207Q: 3 clusters Score -5336248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -5336246.500000 Penalty: 1028.280151
	Iteration 208Q: 3 clusters Score -5336246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -5336237.500000 Penalty: 1028.280151
	Iteration 209Q: 3 clusters Score -5336238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -5336240.500000 Penalty: 1028.280151
	Iteration 210Q: 3 clusters Score -5336240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -5336237.000000 Penalty: 1028.280151
	Iteration 211Q: 3 clusters Score -5336237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -5336239.000000 Penalty: 1028.280151
	Iteration 212Q: 3 clusters Score -5336239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -5336240.500000 Penalty: 1028.280151
	Iteration 213Q: 3 clusters Score -5336240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -5336244.000000 Penalty: 1028.280151
	Iteration 214Q: 3 clusters Score -5336244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -5336241.500000 Penalty: 1028.280151
	Iteration 215Q: 3 clusters Score -5336242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -5336237.000000 Penalty: 1028.280151
	Iteration 216Q: 3 clusters Score -5336237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -5336239.000000 Penalty: 1028.280151
	Iteration 217Q: 3 clusters Score -5336239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -5336238.000000 Penalty: 1028.280151
	Iteration 218Q: 3 clusters Score -5336238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -5336240.000000 Penalty: 1028.280151
	Iteration 219Q: 3 clusters Score -5336240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -5336240.000000 Penalty: 1028.280151
	Iteration 220F: 3 clusters Score -5336240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -109606.335938 Penalty: 339.005066
	Iteration 0F: 2 clusters Score -109606.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -108340.898438 Penalty: 678.010132
	Iteration 0F: 3 clusters Score -108340.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -108769.234375 Penalty: 678.010132
	Iteration 1F: 3 clusters Score -108769.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -108828.656250 Penalty: 678.010132
	Iteration 2F: 3 clusters Score -108828.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -108866.289062 Penalty: 678.010132
	Iteration 3Q: 3 clusters Score -108866.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -108892.609375 Penalty: 678.010132
	Iteration 4Q: 3 clusters Score -108892.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -108909.375000 Penalty: 678.010132
	Iteration 5Q: 3 clusters Score -108909.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -108916.414062 Penalty: 678.010132
	Iteration 6Q: 3 clusters Score -108916.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -108921.929688 Penalty: 678.010132
	Iteration 7Q: 3 clusters Score -108921.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -108926.156250 Penalty: 678.010132
	Iteration 8Q: 3 clusters Score -108926.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -108927.835938 Penalty: 678.010132
	Iteration 9Q: 3 clusters Score -108927.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -108929.132812 Penalty: 678.010132
	Iteration 10Q: 3 clusters Score -108929.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -108930.179688 Penalty: 678.010132
	Iteration 11Q: 3 clusters Score -108930.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -108931.054688 Penalty: 678.010132
	Iteration 12Q: 3 clusters Score -108931.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -108931.585938 Penalty: 678.010132
	Iteration 13Q: 3 clusters Score -108931.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -108933.203125 Penalty: 678.010132
	Iteration 14Q: 3 clusters Score -108933.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -108935.164062 Penalty: 678.010132
	Iteration 15Q: 3 clusters Score -108935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -108935.734375 Penalty: 678.010132
	Iteration 16Q: 3 clusters Score -108935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -108936.187500 Penalty: 678.010132
	Iteration 17Q: 3 clusters Score -108936.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -108936.367188 Penalty: 678.010132
	Iteration 18Q: 3 clusters Score -108936.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -108936.367188 Penalty: 678.010132
	Iteration 19F: 3 clusters Score -108936.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Entering Unmasked Estep 
Score: -333016.156250 Penalty: 389.517639
	Iteration 0F: 2 clusters Score -333016.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -329479.062500 Penalty: 779.035278
	Iteration 0F: 3 clusters Score -329479.1 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -330885.406250 Penalty: 779.035278
	Iteration 1F: 3 clusters Score -330885.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -331623.437500 Penalty: 779.035278
	Iteration 2F: 3 clusters Score -331623.4 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -332493.687500 Penalty: 779.035278
	Iteration 3F: 3 clusters Score -332493.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -333134.093750 Penalty: 779.035278
	Iteration 4F: 3 clusters Score -333134.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -333397.468750 Penalty: 779.035278
	Iteration 5F: 3 clusters Score -333397.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -333459.000000 Penalty: 779.035278
	Iteration 6Q: 3 clusters Score -333459 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -333471.656250 Penalty: 779.035278
	Iteration 7Q: 3 clusters Score -333471.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -333481.218750 Penalty: 779.035278
	Iteration 8Q: 3 clusters Score -333481.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -333487.156250 Penalty: 779.035278
	Iteration 9Q: 3 clusters Score -333487.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -333490.125000 Penalty: 779.035278
	Iteration 10Q: 3 clusters Score -333490.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -333493.218750 Penalty: 779.035278
	Iteration 11Q: 3 clusters Score -333493.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -333496.500000 Penalty: 779.035278
	Iteration 12Q: 3 clusters Score -333496.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -333500.187500 Penalty: 779.035278
	Iteration 13Q: 3 clusters Score -333500.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -333504.843750 Penalty: 779.035278
	Iteration 14Q: 3 clusters Score -333504.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -333506.750000 Penalty: 779.035278
	Iteration 15Q: 3 clusters Score -333506.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -333507.375000 Penalty: 779.035278
	Iteration 16Q: 3 clusters Score -333507.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -333508.281250 Penalty: 779.035278
	Iteration 17Q: 3 clusters Score -333508.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -333508.750000 Penalty: 779.035278
	Iteration 18Q: 3 clusters Score -333508.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -333511.125000 Penalty: 779.035278
	Iteration 19Q: 3 clusters Score -333511.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -333510.750000 Penalty: 779.035278
	Iteration 20F: 3 clusters Score -333510.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -333511.437500 Penalty: 779.035278
	Iteration 21Q: 3 clusters Score -333511.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -333511.781250 Penalty: 779.035278
	Iteration 22Q: 3 clusters Score -333511.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -333511.781250 Penalty: 779.035278
	Iteration 23F: 3 clusters Score -333511.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37282 members 
Mstep: Class 3 contains 4757 members 
Mstep: Class 4 contains 26873 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 6 contains 80804 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1204 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52667 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 18489 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 80734 members 
Mstep: Class 16 contains 93657 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 63282 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 49959 members 
Mstep: Class 22 contains 112 members 
Mstep: Class 23 contains 37280 members 
Mstep: Class 24 contains 4019 members 
Entering Unmasked Estep 
Score: -35817600.000000 Penalty: 14491.699219
Splitting cluster 8 changes total score from -35818980.000000 to -35817600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -28661.548828 Penalty: 287.348785
	Iteration 0F: 2 clusters Score -28661.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28143.765625 Penalty: 574.697571
	Iteration 0F: 3 clusters Score -28143.77 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28323.835938 Penalty: 574.697571
	Iteration 1F: 3 clusters Score -28323.84 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28422.234375 Penalty: 574.697571
	Iteration 2F: 3 clusters Score -28422.23 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28541.755859 Penalty: 574.697571
	Iteration 3F: 3 clusters Score -28541.76 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28600.607422 Penalty: 574.697571
	Iteration 4F: 3 clusters Score -28600.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28700.273438 Penalty: 574.697571
	Iteration 5F: 3 clusters Score -28700.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28742.718750 Penalty: 574.697571
	Iteration 6Q: 3 clusters Score -28742.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28773.500000 Penalty: 574.697571
	Iteration 7Q: 3 clusters Score -28773.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28791.197266 Penalty: 574.697571
	Iteration 8Q: 3 clusters Score -28791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28817.650391 Penalty: 574.697571
	Iteration 9Q: 3 clusters Score -28817.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28840.705078 Penalty: 574.697571
	Iteration 10Q: 3 clusters Score -28840.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28869.162109 Penalty: 574.697571
	Iteration 11Q: 3 clusters Score -28869.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28885.785156 Penalty: 574.697571
	Iteration 12Q: 3 clusters Score -28885.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28938.611328 Penalty: 574.697571
	Iteration 13Q: 3 clusters Score -28938.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29021.277344 Penalty: 574.697571
	Iteration 14Q: 3 clusters Score -29021.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29114.835938 Penalty: 574.697571
	Iteration 15Q: 3 clusters Score -29114.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29114.835938 Penalty: 574.697571
	Iteration 16F: 3 clusters Score -29114.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37282 members 
Mstep: Class 3 contains 4757 members 
Mstep: Class 4 contains 26873 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 6 contains 80804 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 331 members 
Mstep: Class 10 contains 52667 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 18489 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 80734 members 
Mstep: Class 16 contains 93657 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 63282 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 49959 members 
Mstep: Class 22 contains 112 members 
Mstep: Class 23 contains 37280 members 
Mstep: Class 24 contains 222 members 
Entering Unmasked Estep 
Score: -35817432.000000 Penalty: 14491.699219
Splitting cluster 9 changes total score from -35818980.000000 to -35817432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (52667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Entering Unmasked Estep 
Score: -3178087.000000 Penalty: 494.664368
	Iteration 0F: 2 clusters Score -3178087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -3142556.250000 Penalty: 989.328735
	Iteration 0F: 3 clusters Score -3142556 nChanged 25646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -3158867.250000 Penalty: 989.328735
	Iteration 1F: 3 clusters Score -3158867 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -3160470.750000 Penalty: 989.328735
	Iteration 2F: 3 clusters Score -3160471 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -3162748.500000 Penalty: 989.328735
	Iteration 3F: 3 clusters Score -3162748 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -3166031.750000 Penalty: 989.328735
	Iteration 4F: 3 clusters Score -3166032 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -3170125.500000 Penalty: 989.328735
	Iteration 5F: 3 clusters Score -3170126 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -3173924.500000 Penalty: 989.328735
	Iteration 6F: 3 clusters Score -3173924 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -3176269.250000 Penalty: 989.328735
	Iteration 7Q: 3 clusters Score -3176269 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -3177264.500000 Penalty: 989.328735
	Iteration 8Q: 3 clusters Score -3177264 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -3177566.750000 Penalty: 989.328735
	Iteration 9Q: 3 clusters Score -3177567 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -3177642.750000 Penalty: 989.328735
	Iteration 10Q: 3 clusters Score -3177643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -3177662.250000 Penalty: 989.328735
	Iteration 11Q: 3 clusters Score -3177662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -3177666.000000 Penalty: 989.328735
	Iteration 12Q: 3 clusters Score -3177666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 52594 members 
Entering Unmasked Estep 
Score: -3177672.250000 Penalty: 989.328735
	Iteration 13Q: 3 clusters Score -3177672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -3177680.250000 Penalty: 989.328735
	Iteration 14Q: 3 clusters Score -3177680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -3177681.000000 Penalty: 989.328735
	Iteration 15Q: 3 clusters Score -3177681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -3177682.250000 Penalty: 989.328735
	Iteration 16Q: 3 clusters Score -3177682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -3177685.250000 Penalty: 989.328735
	Iteration 17Q: 3 clusters Score -3177685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -3177687.500000 Penalty: 989.328735
	Iteration 18Q: 3 clusters Score -3177688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -3177687.750000 Penalty: 989.328735
	Iteration 19Q: 3 clusters Score -3177688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -3177689.750000 Penalty: 989.328735
	Iteration 20F: 3 clusters Score -3177690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -3177689.000000 Penalty: 989.328735
	Iteration 21Q: 3 clusters Score -3177689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -3177689.000000 Penalty: 989.328735
	Iteration 22F: 3 clusters Score -3177689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -41995.164062 Penalty: 302.646515
	Iteration 0F: 2 clusters Score -41995.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -41343.738281 Penalty: 605.293030
	Iteration 0F: 3 clusters Score -41343.74 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -41577.347656 Penalty: 605.293030
	Iteration 1F: 3 clusters Score -41577.35 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -41639.105469 Penalty: 605.293030
	Iteration 2F: 3 clusters Score -41639.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -41672.285156 Penalty: 605.293030
	Iteration 3F: 3 clusters Score -41672.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -41685.699219 Penalty: 605.293030
	Iteration 4Q: 3 clusters Score -41685.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -41698.171875 Penalty: 605.293030
	Iteration 5Q: 3 clusters Score -41698.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -41705.488281 Penalty: 605.293030
	Iteration 6Q: 3 clusters Score -41705.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -41709.125000 Penalty: 605.293030
	Iteration 7Q: 3 clusters Score -41709.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -41712.890625 Penalty: 605.293030
	Iteration 8Q: 3 clusters Score -41712.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -41718.117188 Penalty: 605.293030
	Iteration 9Q: 3 clusters Score -41718.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -41722.187500 Penalty: 605.293030
	Iteration 10Q: 3 clusters Score -41722.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -41726.753906 Penalty: 605.293030
	Iteration 11Q: 3 clusters Score -41726.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -41731.500000 Penalty: 605.293030
	Iteration 12Q: 3 clusters Score -41731.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -41734.855469 Penalty: 605.293030
	Iteration 13Q: 3 clusters Score -41734.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -41737.945312 Penalty: 605.293030
	Iteration 14Q: 3 clusters Score -41737.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -41740.414062 Penalty: 605.293030
	Iteration 15Q: 3 clusters Score -41740.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -41743.292969 Penalty: 605.293030
	Iteration 16Q: 3 clusters Score -41743.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -41745.226562 Penalty: 605.293030
	Iteration 17Q: 3 clusters Score -41745.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -41746.394531 Penalty: 605.293030
	Iteration 18Q: 3 clusters Score -41746.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -41746.742188 Penalty: 605.293030
	Iteration 19Q: 3 clusters Score -41746.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -41746.742188 Penalty: 605.293030
	Iteration 20F: 3 clusters Score -41746.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -78017.968750 Penalty: 326.029968
	Iteration 0F: 2 clusters Score -78017.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -77002.031250 Penalty: 652.059937
	Iteration 0F: 3 clusters Score -77002.03 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -77313.445312 Penalty: 652.059937
	Iteration 1F: 3 clusters Score -77313.45 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -77448.429688 Penalty: 652.059937
	Iteration 2F: 3 clusters Score -77448.43 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -77562.062500 Penalty: 652.059937
	Iteration 3F: 3 clusters Score -77562.06 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -77662.546875 Penalty: 652.059937
	Iteration 4F: 3 clusters Score -77662.55 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -77743.000000 Penalty: 652.059937
	Iteration 5F: 3 clusters Score -77743 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -77806.445312 Penalty: 652.059937
	Iteration 6F: 3 clusters Score -77806.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -77855.210938 Penalty: 652.059937
	Iteration 7Q: 3 clusters Score -77855.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -77874.695312 Penalty: 652.059937
	Iteration 8Q: 3 clusters Score -77874.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -77888.367188 Penalty: 652.059937
	Iteration 9Q: 3 clusters Score -77888.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -77896.937500 Penalty: 652.059937
	Iteration 10Q: 3 clusters Score -77896.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -77905.226562 Penalty: 652.059937
	Iteration 11Q: 3 clusters Score -77905.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -77910.750000 Penalty: 652.059937
	Iteration 12Q: 3 clusters Score -77910.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77917.500000 Penalty: 652.059937
	Iteration 13Q: 3 clusters Score -77917.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -77925.242188 Penalty: 652.059937
	Iteration 14Q: 3 clusters Score -77925.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -77931.820312 Penalty: 652.059937
	Iteration 15Q: 3 clusters Score -77931.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -77934.929688 Penalty: 652.059937
	Iteration 16Q: 3 clusters Score -77934.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -77944.484375 Penalty: 652.059937
	Iteration 17Q: 3 clusters Score -77944.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77949.890625 Penalty: 652.059937
	Iteration 18Q: 3 clusters Score -77949.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77951.312500 Penalty: 652.059937
	Iteration 19Q: 3 clusters Score -77951.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -77951.500000 Penalty: 652.059937
	Iteration 20F: 3 clusters Score -77951.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Entering Unmasked Estep 
Score: -1151548.875000 Penalty: 447.034363
	Iteration 0F: 2 clusters Score -1151549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1139152.875000 Penalty: 894.068726
	Iteration 0F: 3 clusters Score -1139153 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1144161.875000 Penalty: 894.068726
	Iteration 1F: 3 clusters Score -1144162 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1144524.375000 Penalty: 894.068726
	Iteration 2Q: 3 clusters Score -1144524 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1144999.125000 Penalty: 894.068726
	Iteration 3F: 3 clusters Score -1144999 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1145685.250000 Penalty: 894.068726
	Iteration 4F: 3 clusters Score -1145685 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1146567.625000 Penalty: 894.068726
	Iteration 5F: 3 clusters Score -1146568 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1147587.750000 Penalty: 894.068726
	Iteration 6F: 3 clusters Score -1147588 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1148417.250000 Penalty: 894.068726
	Iteration 7F: 3 clusters Score -1148417 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1149039.750000 Penalty: 894.068726
	Iteration 8Q: 3 clusters Score -1149040 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -1149436.000000 Penalty: 894.068726
	Iteration 9Q: 3 clusters Score -1149436 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1149706.875000 Penalty: 894.068726
	Iteration 10Q: 3 clusters Score -1149707 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1149948.750000 Penalty: 894.068726
	Iteration 11Q: 3 clusters Score -1149949 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1150206.500000 Penalty: 894.068726
	Iteration 12Q: 3 clusters Score -1150206 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -1150435.500000 Penalty: 894.068726
	Iteration 13Q: 3 clusters Score -1150436 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1150643.875000 Penalty: 894.068726
	Iteration 14Q: 3 clusters Score -1150644 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -1150837.125000 Penalty: 894.068726
	Iteration 15Q: 3 clusters Score -1150837 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -1150971.750000 Penalty: 894.068726
	Iteration 16Q: 3 clusters Score -1150972 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -1151053.125000 Penalty: 894.068726
	Iteration 17Q: 3 clusters Score -1151053 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -1151104.500000 Penalty: 894.068726
	Iteration 18Q: 3 clusters Score -1151104 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1151148.750000 Penalty: 894.068726
	Iteration 19Q: 3 clusters Score -1151149 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -1151173.375000 Penalty: 894.068726
	Iteration 20F: 3 clusters Score -1151173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -1151181.625000 Penalty: 894.068726
	Iteration 21Q: 3 clusters Score -1151182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -1151194.750000 Penalty: 894.068726
	Iteration 22Q: 3 clusters Score -1151195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -1151203.250000 Penalty: 894.068726
	Iteration 23Q: 3 clusters Score -1151203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -1151207.250000 Penalty: 894.068726
	Iteration 24Q: 3 clusters Score -1151207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -1151209.000000 Penalty: 894.068726
	Iteration 25Q: 3 clusters Score -1151209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -1151212.875000 Penalty: 894.068726
	Iteration 26Q: 3 clusters Score -1151213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -1151221.750000 Penalty: 894.068726
	Iteration 27Q: 3 clusters Score -1151222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -1151225.875000 Penalty: 894.068726
	Iteration 28Q: 3 clusters Score -1151226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -1151228.500000 Penalty: 894.068726
	Iteration 29Q: 3 clusters Score -1151228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -1151229.625000 Penalty: 894.068726
	Iteration 30F: 3 clusters Score -1151230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -1151231.625000 Penalty: 894.068726
	Iteration 31Q: 3 clusters Score -1151232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -1151231.500000 Penalty: 894.068726
	Iteration 32Q: 3 clusters Score -1151232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -1151231.500000 Penalty: 894.068726
	Iteration 33F: 3 clusters Score -1151232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -47780.707031 Penalty: 305.879669
	Iteration 0F: 2 clusters Score -47780.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -47065.718750 Penalty: 611.759338
	Iteration 0F: 3 clusters Score -47065.72 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -47269.277344 Penalty: 611.759338
	Iteration 1F: 3 clusters Score -47269.28 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -47332.382812 Penalty: 611.759338
	Iteration 2F: 3 clusters Score -47332.38 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -47393.367188 Penalty: 611.759338
	Iteration 3F: 3 clusters Score -47393.37 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -47442.109375 Penalty: 611.759338
	Iteration 4F: 3 clusters Score -47442.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -47470.757812 Penalty: 611.759338
	Iteration 5Q: 3 clusters Score -47470.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -47491.140625 Penalty: 611.759338
	Iteration 6Q: 3 clusters Score -47491.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -47514.757812 Penalty: 611.759338
	Iteration 7Q: 3 clusters Score -47514.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -47537.074219 Penalty: 611.759338
	Iteration 8Q: 3 clusters Score -47537.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -47547.250000 Penalty: 611.759338
	Iteration 9Q: 3 clusters Score -47547.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -47549.691406 Penalty: 611.759338
	Iteration 10Q: 3 clusters Score -47549.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -47552.152344 Penalty: 611.759338
	Iteration 11Q: 3 clusters Score -47552.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -47555.718750 Penalty: 611.759338
	Iteration 12Q: 3 clusters Score -47555.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -47556.632812 Penalty: 611.759338
	Iteration 13Q: 3 clusters Score -47556.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -47558.445312 Penalty: 611.759338
	Iteration 14Q: 3 clusters Score -47558.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -47560.769531 Penalty: 611.759338
	Iteration 15Q: 3 clusters Score -47560.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -47562.972656 Penalty: 611.759338
	Iteration 16Q: 3 clusters Score -47562.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -47563.226562 Penalty: 611.759338
	Iteration 17Q: 3 clusters Score -47563.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -47564.710938 Penalty: 611.759338
	Iteration 18Q: 3 clusters Score -47564.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -47566.554688 Penalty: 611.759338
	Iteration 19Q: 3 clusters Score -47566.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -47567.160156 Penalty: 611.759338
	Iteration 20F: 3 clusters Score -47567.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (80734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80734 members 
Entering Unmasked Estep 
Score: -5247969.000000 Penalty: 514.100647
	Iteration 0F: 2 clusters Score -5247969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -5193549.500000 Penalty: 1028.201294
	Iteration 0F: 3 clusters Score -5193550 nChanged 39419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -5217530.000000 Penalty: 1028.201294
	Iteration 1F: 3 clusters Score -5217530 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -5219015.000000 Penalty: 1028.201294
	Iteration 2Q: 3 clusters Score -5219015 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -5221742.500000 Penalty: 1028.201294
	Iteration 3Q: 3 clusters Score -5221742 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -5226345.000000 Penalty: 1028.201294
	Iteration 4F: 3 clusters Score -5226345 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -5232078.000000 Penalty: 1028.201294
	Iteration 5F: 3 clusters Score -5232078 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65963 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -5237331.000000 Penalty: 1028.201294
	Iteration 6F: 3 clusters Score -5237331 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69875 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -5240806.500000 Penalty: 1028.201294
	Iteration 7F: 3 clusters Score -5240806 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -5242968.000000 Penalty: 1028.201294
	Iteration 8Q: 3 clusters Score -5242968 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74978 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -5244290.000000 Penalty: 1028.201294
	Iteration 9Q: 3 clusters Score -5244290 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76583 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -5245499.500000 Penalty: 1028.201294
	Iteration 10Q: 3 clusters Score -5245500 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77719 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -5246253.000000 Penalty: 1028.201294
	Iteration 11Q: 3 clusters Score -5246253 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78525 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5246709.500000 Penalty: 1028.201294
	Iteration 12Q: 3 clusters Score -5246710 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79082 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5247012.000000 Penalty: 1028.201294
	Iteration 13Q: 3 clusters Score -5247012 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79461 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5247209.500000 Penalty: 1028.201294
	Iteration 14Q: 3 clusters Score -5247210 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5247329.500000 Penalty: 1028.201294
	Iteration 15Q: 3 clusters Score -5247330 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79894 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5247416.500000 Penalty: 1028.201294
	Iteration 16Q: 3 clusters Score -5247416 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80029 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5247488.500000 Penalty: 1028.201294
	Iteration 17Q: 3 clusters Score -5247488 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80106 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5247519.500000 Penalty: 1028.201294
	Iteration 18Q: 3 clusters Score -5247520 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80176 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5247549.000000 Penalty: 1028.201294
	Iteration 19Q: 3 clusters Score -5247549 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80243 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5247578.000000 Penalty: 1028.201294
	Iteration 20F: 3 clusters Score -5247578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5247587.500000 Penalty: 1028.201294
	Iteration 21Q: 3 clusters Score -5247588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80301 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5247593.500000 Penalty: 1028.201294
	Iteration 22Q: 3 clusters Score -5247594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5247598.500000 Penalty: 1028.201294
	Iteration 23Q: 3 clusters Score -5247598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80334 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5247612.000000 Penalty: 1028.201294
	Iteration 24Q: 3 clusters Score -5247612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80342 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5247615.500000 Penalty: 1028.201294
	Iteration 25Q: 3 clusters Score -5247616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80358 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5247619.500000 Penalty: 1028.201294
	Iteration 26Q: 3 clusters Score -5247620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80370 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5247633.000000 Penalty: 1028.201294
	Iteration 27Q: 3 clusters Score -5247633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5247626.500000 Penalty: 1028.201294
	Iteration 28Q: 3 clusters Score -5247626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5247627.000000 Penalty: 1028.201294
	Iteration 29Q: 3 clusters Score -5247627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80381 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5247633.500000 Penalty: 1028.201294
	Iteration 30Q: 3 clusters Score -5247634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80382 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5247637.500000 Penalty: 1028.201294
	Iteration 31Q: 3 clusters Score -5247638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80382 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5247638.500000 Penalty: 1028.201294
	Iteration 32Q: 3 clusters Score -5247638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80385 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5247642.500000 Penalty: 1028.201294
	Iteration 33Q: 3 clusters Score -5247642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80390 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5247646.500000 Penalty: 1028.201294
	Iteration 34Q: 3 clusters Score -5247646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80395 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5247646.500000 Penalty: 1028.201294
	Iteration 35Q: 3 clusters Score -5247646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80399 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5247649.000000 Penalty: 1028.201294
	Iteration 36Q: 3 clusters Score -5247649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5247648.000000 Penalty: 1028.201294
	Iteration 37Q: 3 clusters Score -5247648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80407 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5247641.000000 Penalty: 1028.201294
	Iteration 38Q: 3 clusters Score -5247641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80408 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5247643.500000 Penalty: 1028.201294
	Iteration 39Q: 3 clusters Score -5247644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80408 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5247644.000000 Penalty: 1028.201294
	Iteration 40F: 3 clusters Score -5247644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80407 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5247646.000000 Penalty: 1028.201294
	Iteration 41Q: 3 clusters Score -5247646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80408 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5247646.000000 Penalty: 1028.201294
	Iteration 42Q: 3 clusters Score -5247646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5247647.500000 Penalty: 1028.201294
	Iteration 43Q: 3 clusters Score -5247648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80412 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5247645.000000 Penalty: 1028.201294
	Iteration 44Q: 3 clusters Score -5247645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5247648.000000 Penalty: 1028.201294
	Iteration 45Q: 3 clusters Score -5247648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80411 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5247644.000000 Penalty: 1028.201294
	Iteration 46Q: 3 clusters Score -5247644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5247647.500000 Penalty: 1028.201294
	Iteration 47Q: 3 clusters Score -5247648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5247647.500000 Penalty: 1028.201294
	Iteration 48F: 3 clusters Score -5247648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (93657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93657 members 
Entering Unmasked Estep 
Score: -6130239.500000 Penalty: 520.856445
	Iteration 0F: 2 clusters Score -6130240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -6074003.500000 Penalty: 1041.712891
	Iteration 0F: 3 clusters Score -6074004 nChanged 45856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 49423 members 
Entering Unmasked Estep 
Score: -6106439.500000 Penalty: 1041.712891
	Iteration 1F: 3 clusters Score -6106440 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -6111600.000000 Penalty: 1041.712891
	Iteration 2F: 3 clusters Score -6111600 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -6118157.000000 Penalty: 1041.712891
	Iteration 3F: 3 clusters Score -6118157 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -6123819.000000 Penalty: 1041.712891
	Iteration 4F: 3 clusters Score -6123819 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -6126918.500000 Penalty: 1041.712891
	Iteration 5F: 3 clusters Score -6126918 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -6128619.500000 Penalty: 1041.712891
	Iteration 6Q: 3 clusters Score -6128620 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -6129848.500000 Penalty: 1041.712891
	Iteration 7Q: 3 clusters Score -6129848 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -6130875.000000 Penalty: 1041.712891
	Iteration 8Q: 3 clusters Score -6130875 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -6131757.500000 Penalty: 1041.712891
	Iteration 9Q: 3 clusters Score -6131758 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -6132523.500000 Penalty: 1041.712891
	Iteration 10Q: 3 clusters Score -6132524 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -6133116.500000 Penalty: 1041.712891
	Iteration 11Q: 3 clusters Score -6133116 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -6133561.000000 Penalty: 1041.712891
	Iteration 12Q: 3 clusters Score -6133561 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -6133913.000000 Penalty: 1041.712891
	Iteration 13Q: 3 clusters Score -6133913 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66051 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -6134079.000000 Penalty: 1041.712891
	Iteration 14Q: 3 clusters Score -6134079 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67478 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -6134207.500000 Penalty: 1041.712891
	Iteration 15Q: 3 clusters Score -6134208 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -6134301.000000 Penalty: 1041.712891
	Iteration 16Q: 3 clusters Score -6134301 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -6134355.000000 Penalty: 1041.712891
	Iteration 17Q: 3 clusters Score -6134355 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71143 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -6134346.500000 Penalty: 1041.712891
	Iteration 18Q: 3 clusters Score -6134346 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72194 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -6134361.500000 Penalty: 1041.712891
	Iteration 19Q: 3 clusters Score -6134362 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73169 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -6134312.000000 Penalty: 1041.712891
	Iteration 20F: 3 clusters Score -6134312 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74031 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -6134321.000000 Penalty: 1041.712891
	Iteration 21Q: 3 clusters Score -6134321 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74834 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -6134328.000000 Penalty: 1041.712891
	Iteration 22Q: 3 clusters Score -6134328 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75607 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -6134613.500000 Penalty: 1041.712891
	Iteration 23Q: 3 clusters Score -6134614 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -6134970.500000 Penalty: 1041.712891
	Iteration 24Q: 3 clusters Score -6134970 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76738 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -6135195.000000 Penalty: 1041.712891
	Iteration 25Q: 3 clusters Score -6135195 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77220 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -6135433.500000 Penalty: 1041.712891
	Iteration 26Q: 3 clusters Score -6135434 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77641 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -6135629.000000 Penalty: 1041.712891
	Iteration 27Q: 3 clusters Score -6135629 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78060 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -6135788.000000 Penalty: 1041.712891
	Iteration 28Q: 3 clusters Score -6135788 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78431 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -6135935.500000 Penalty: 1041.712891
	Iteration 29Q: 3 clusters Score -6135936 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78754 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -6136007.500000 Penalty: 1041.712891
	Iteration 30Q: 3 clusters Score -6136008 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79070 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -6136098.000000 Penalty: 1041.712891
	Iteration 31Q: 3 clusters Score -6136098 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79348 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -6136183.000000 Penalty: 1041.712891
	Iteration 32Q: 3 clusters Score -6136183 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -6136252.000000 Penalty: 1041.712891
	Iteration 33Q: 3 clusters Score -6136252 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79842 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -6136307.500000 Penalty: 1041.712891
	Iteration 34Q: 3 clusters Score -6136308 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80069 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -6136350.000000 Penalty: 1041.712891
	Iteration 35Q: 3 clusters Score -6136350 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80267 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -6136408.000000 Penalty: 1041.712891
	Iteration 36Q: 3 clusters Score -6136408 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80429 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -6136422.000000 Penalty: 1041.712891
	Iteration 37Q: 3 clusters Score -6136422 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80583 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -6136421.500000 Penalty: 1041.712891
	Iteration 38Q: 3 clusters Score -6136422 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -6136463.500000 Penalty: 1041.712891
	Iteration 39Q: 3 clusters Score -6136464 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80844 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -6136459.500000 Penalty: 1041.712891
	Iteration 40F: 3 clusters Score -6136460 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80964 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -6136491.000000 Penalty: 1041.712891
	Iteration 41Q: 3 clusters Score -6136491 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81085 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -6136498.000000 Penalty: 1041.712891
	Iteration 42Q: 3 clusters Score -6136498 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81176 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -6136507.500000 Penalty: 1041.712891
	Iteration 43Q: 3 clusters Score -6136508 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81252 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -6136511.500000 Penalty: 1041.712891
	Iteration 44Q: 3 clusters Score -6136512 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -6136527.500000 Penalty: 1041.712891
	Iteration 45Q: 3 clusters Score -6136528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81359 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -6136515.000000 Penalty: 1041.712891
	Iteration 46Q: 3 clusters Score -6136515 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81392 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -6136524.500000 Penalty: 1041.712891
	Iteration 47Q: 3 clusters Score -6136524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81420 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -6136534.000000 Penalty: 1041.712891
	Iteration 48Q: 3 clusters Score -6136534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81439 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -6136521.500000 Penalty: 1041.712891
	Iteration 49Q: 3 clusters Score -6136522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81451 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -6136521.000000 Penalty: 1041.712891
	Iteration 50Q: 3 clusters Score -6136521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81467 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -6136520.500000 Penalty: 1041.712891
	Iteration 51Q: 3 clusters Score -6136520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81477 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -6136521.000000 Penalty: 1041.712891
	Iteration 52Q: 3 clusters Score -6136521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81483 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -6136525.500000 Penalty: 1041.712891
	Iteration 53Q: 3 clusters Score -6136526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81484 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -6136524.500000 Penalty: 1041.712891
	Iteration 54Q: 3 clusters Score -6136524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -6136525.000000 Penalty: 1041.712891
	Iteration 55Q: 3 clusters Score -6136525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81487 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -6136523.500000 Penalty: 1041.712891
	Iteration 56Q: 3 clusters Score -6136524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81491 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -6136520.000000 Penalty: 1041.712891
	Iteration 57Q: 3 clusters Score -6136520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81494 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -6136524.500000 Penalty: 1041.712891
	Iteration 58Q: 3 clusters Score -6136524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81494 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -6136524.500000 Penalty: 1041.712891
	Iteration 59F: 3 clusters Score -6136524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37282 members 
Mstep: Class 3 contains 4757 members 
Mstep: Class 4 contains 26873 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 6 contains 80804 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52667 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 18489 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 80734 members 
Mstep: Class 16 contains 81494 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 63282 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 49959 members 
Mstep: Class 22 contains 112 members 
Mstep: Class 23 contains 37280 members 
Mstep: Class 24 contains 12163 members 
Entering Unmasked Estep 
Score: -35823420.000000 Penalty: 14491.699219
Splitting cluster 16 changes total score from -35818980.000000 to -35823420.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -17549.957031 Penalty: 268.817780
	Iteration 0F: 2 clusters Score -17549.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17207.054688 Penalty: 537.635559
	Iteration 0F: 3 clusters Score -17207.05 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -17388.001953 Penalty: 537.635559
	Iteration 1F: 3 clusters Score -17388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -17441.593750 Penalty: 537.635559
	Iteration 2F: 3 clusters Score -17441.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -17465.750000 Penalty: 537.635559
	Iteration 3F: 3 clusters Score -17465.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -17501.001953 Penalty: 537.635559
	Iteration 4Q: 3 clusters Score -17501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -17509.648438 Penalty: 537.635559
	Iteration 5Q: 3 clusters Score -17509.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -17512.998047 Penalty: 537.635559
	Iteration 6Q: 3 clusters Score -17513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -17518.080078 Penalty: 537.635559
	Iteration 7Q: 3 clusters Score -17518.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -17519.611328 Penalty: 537.635559
	Iteration 8Q: 3 clusters Score -17519.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -17521.396484 Penalty: 537.635559
	Iteration 9Q: 3 clusters Score -17521.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -17523.191406 Penalty: 537.635559
	Iteration 10Q: 3 clusters Score -17523.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -17523.650391 Penalty: 537.635559
	Iteration 11Q: 3 clusters Score -17523.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -17523.650391 Penalty: 537.635559
	Iteration 12F: 3 clusters Score -17523.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (63282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63282 members 
Entering Unmasked Estep 
Score: -4157004.500000 Penalty: 503.018707
	Iteration 0F: 2 clusters Score -4157004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -4116097.500000 Penalty: 1006.037415
	Iteration 0F: 3 clusters Score -4116098 nChanged 30792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -4134687.000000 Penalty: 1006.037415
	Iteration 1F: 3 clusters Score -4134687 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -4136149.250000 Penalty: 1006.037415
	Iteration 2F: 3 clusters Score -4136149 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -4138765.250000 Penalty: 1006.037415
	Iteration 3F: 3 clusters Score -4138765 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -4143080.500000 Penalty: 1006.037415
	Iteration 4F: 3 clusters Score -4143080 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -4148412.000000 Penalty: 1006.037415
	Iteration 5F: 3 clusters Score -4148412 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
Score: -4153250.750000 Penalty: 1006.037415
	Iteration 6F: 3 clusters Score -4153251 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
Score: -4155727.250000 Penalty: 1006.037415
	Iteration 7Q: 3 clusters Score -4155727 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 63058 members 
Entering Unmasked Estep 
Score: -4156391.750000 Penalty: 1006.037415
	Iteration 8Q: 3 clusters Score -4156392 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -4156503.250000 Penalty: 1006.037415
	Iteration 9Q: 3 clusters Score -4156503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 63223 members 
Entering Unmasked Estep 
Score: -4156540.000000 Penalty: 1006.037415
	Iteration 10Q: 3 clusters Score -4156540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 63230 members 
Entering Unmasked Estep 
Score: -4156560.750000 Penalty: 1006.037415
	Iteration 11Q: 3 clusters Score -4156561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -4156580.500000 Penalty: 1006.037415
	Iteration 12Q: 3 clusters Score -4156580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -4156583.250000 Penalty: 1006.037415
	Iteration 13Q: 3 clusters Score -4156583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 63235 members 
Entering Unmasked Estep 
Score: -4156588.500000 Penalty: 1006.037415
	Iteration 14Q: 3 clusters Score -4156588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -4156588.750000 Penalty: 1006.037415
	Iteration 15Q: 3 clusters Score -4156589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -4156588.750000 Penalty: 1006.037415
	Iteration 16F: 3 clusters Score -4156589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -39173.058594 Penalty: 301.030945
	Iteration 0F: 2 clusters Score -39173.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -38518.839844 Penalty: 602.061890
	Iteration 0F: 3 clusters Score -38518.84 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -38731.058594 Penalty: 602.061890
	Iteration 1F: 3 clusters Score -38731.06 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -38799.101562 Penalty: 602.061890
	Iteration 2F: 3 clusters Score -38799.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -38838.957031 Penalty: 602.061890
	Iteration 3F: 3 clusters Score -38838.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -38858.789062 Penalty: 602.061890
	Iteration 4Q: 3 clusters Score -38858.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -38878.097656 Penalty: 602.061890
	Iteration 5Q: 3 clusters Score -38878.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -38889.160156 Penalty: 602.061890
	Iteration 6Q: 3 clusters Score -38889.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38902.644531 Penalty: 602.061890
	Iteration 7Q: 3 clusters Score -38902.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -38920.019531 Penalty: 602.061890
	Iteration 8Q: 3 clusters Score -38920.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -38939.269531 Penalty: 602.061890
	Iteration 9Q: 3 clusters Score -38939.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -38964.164062 Penalty: 602.061890
	Iteration 10Q: 3 clusters Score -38964.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38988.730469 Penalty: 602.061890
	Iteration 11Q: 3 clusters Score -38988.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38997.925781 Penalty: 602.061890
	Iteration 12Q: 3 clusters Score -38997.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39014.273438 Penalty: 602.061890
	Iteration 13Q: 3 clusters Score -39014.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -39026.171875 Penalty: 602.061890
	Iteration 14Q: 3 clusters Score -39026.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39036.609375 Penalty: 602.061890
	Iteration 15Q: 3 clusters Score -39036.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -39046.320312 Penalty: 602.061890
	Iteration 16Q: 3 clusters Score -39046.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39050.480469 Penalty: 602.061890
	Iteration 17Q: 3 clusters Score -39050.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -39052.156250 Penalty: 602.061890
	Iteration 18Q: 3 clusters Score -39052.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39055.726562 Penalty: 602.061890
	Iteration 19Q: 3 clusters Score -39055.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39060.175781 Penalty: 602.061890
	Iteration 20F: 3 clusters Score -39060.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -39064.589844 Penalty: 602.061890
	Iteration 21Q: 3 clusters Score -39064.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -39069.820312 Penalty: 602.061890
	Iteration 22Q: 3 clusters Score -39069.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -39079.214844 Penalty: 602.061890
	Iteration 23Q: 3 clusters Score -39079.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -39112.839844 Penalty: 602.061890
	Iteration 24Q: 3 clusters Score -39112.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -39207.222656 Penalty: 602.061890
	Iteration 25Q: 3 clusters Score -39207.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -39366.886719 Penalty: 602.061890
	Iteration 26Q: 3 clusters Score -39366.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -39554.781250 Penalty: 602.061890
	Iteration 27Q: 3 clusters Score -39554.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -39678.003906 Penalty: 602.061890
	Iteration 28Q: 3 clusters Score -39678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -39719.914062 Penalty: 602.061890
	Iteration 29Q: 3 clusters Score -39719.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -39759.132812 Penalty: 602.061890
	Iteration 30Q: 3 clusters Score -39759.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -39773.785156 Penalty: 602.061890
	Iteration 31Q: 3 clusters Score -39773.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -39776.699219 Penalty: 602.061890
	Iteration 32Q: 3 clusters Score -39776.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -39796.296875 Penalty: 602.061890
	Iteration 33F: 3 clusters Score -39796.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -39805.675781 Penalty: 602.061890
	Iteration 34Q: 3 clusters Score -39805.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -39807.945312 Penalty: 602.061890
	Iteration 35Q: 3 clusters Score -39807.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -39812.027344 Penalty: 602.061890
	Iteration 36Q: 3 clusters Score -39812.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -39812.027344 Penalty: 602.061890
	Iteration 37F: 3 clusters Score -39812.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37282 members 
Mstep: Class 3 contains 4757 members 
Mstep: Class 4 contains 26873 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 6 contains 80804 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52667 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 18489 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 80734 members 
Mstep: Class 16 contains 81494 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 63282 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 49959 members 
Mstep: Class 22 contains 112 members 
Mstep: Class 23 contains 37280 members 
Mstep: Class 24 contains 12163 members 
Mstep: Class 25 contains 332 members 
Entering Unmasked Estep 
Score: -35823748.000000 Penalty: 15095.520508
Splitting cluster 19 changes total score from -35818980.000000 to -35823748.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -34387.546875 Penalty: 296.216736
	Iteration 0F: 2 clusters Score -34387.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -33826.855469 Penalty: 592.433472
	Iteration 0F: 3 clusters Score -33826.86 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -34186.808594 Penalty: 592.433472
	Iteration 1F: 3 clusters Score -34186.81 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34342.117188 Penalty: 592.433472
	Iteration 2F: 3 clusters Score -34342.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -34468.234375 Penalty: 592.433472
	Iteration 3F: 3 clusters Score -34468.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -34711.121094 Penalty: 592.433472
	Iteration 4F: 3 clusters Score -34711.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34885.179688 Penalty: 592.433472
	Iteration 5F: 3 clusters Score -34885.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34935.613281 Penalty: 592.433472
	Iteration 6Q: 3 clusters Score -34935.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35020.074219 Penalty: 592.433472
	Iteration 7Q: 3 clusters Score -35020.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35037.171875 Penalty: 592.433472
	Iteration 8Q: 3 clusters Score -35037.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35037.171875 Penalty: 592.433472
	Iteration 9F: 3 clusters Score -35037.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37282 members 
Mstep: Class 3 contains 4757 members 
Mstep: Class 4 contains 26873 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 6 contains 80804 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52667 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 18489 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 80734 members 
Mstep: Class 16 contains 81494 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 63282 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 420 members 
Mstep: Class 21 contains 49959 members 
Mstep: Class 22 contains 112 members 
Mstep: Class 23 contains 37280 members 
Mstep: Class 24 contains 12163 members 
Mstep: Class 25 contains 332 members 
Mstep: Class 26 contains 252 members 
Entering Unmasked Estep 
Score: -35824068.000000 Penalty: 15699.340820
Splitting cluster 20 changes total score from -35818980.000000 to -35824068.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (49959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Entering Unmasked Estep 
Score: -3328874.500000 Penalty: 492.262604
	Iteration 0F: 2 clusters Score -3328874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3295318.250000 Penalty: 984.525208
	Iteration 0F: 3 clusters Score -3295318 nChanged 24505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3309211.000000 Penalty: 984.525208
	Iteration 1F: 3 clusters Score -3309211 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -3309579.250000 Penalty: 984.525208
	Iteration 2Q: 3 clusters Score -3309579 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3310230.750000 Penalty: 984.525208
	Iteration 3Q: 3 clusters Score -3310231 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3311428.250000 Penalty: 984.525208
	Iteration 4Q: 3 clusters Score -3311428 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -3313756.750000 Penalty: 984.525208
	Iteration 5F: 3 clusters Score -3313757 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -3317817.750000 Penalty: 984.525208
	Iteration 6F: 3 clusters Score -3317818 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -3323249.750000 Penalty: 984.525208
	Iteration 7F: 3 clusters Score -3323250 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -3326572.500000 Penalty: 984.525208
	Iteration 8F: 3 clusters Score -3326572 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -3327538.750000 Penalty: 984.525208
	Iteration 9Q: 3 clusters Score -3327539 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -3327930.500000 Penalty: 984.525208
	Iteration 10Q: 3 clusters Score -3327930 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -3328151.250000 Penalty: 984.525208
	Iteration 11Q: 3 clusters Score -3328151 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -3328292.500000 Penalty: 984.525208
	Iteration 12Q: 3 clusters Score -3328292 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -3328381.000000 Penalty: 984.525208
	Iteration 13Q: 3 clusters Score -3328381 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -3328444.750000 Penalty: 984.525208
	Iteration 14Q: 3 clusters Score -3328445 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -3328481.250000 Penalty: 984.525208
	Iteration 15Q: 3 clusters Score -3328481 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -3328530.500000 Penalty: 984.525208
	Iteration 16Q: 3 clusters Score -3328530 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -3328550.750000 Penalty: 984.525208
	Iteration 17Q: 3 clusters Score -3328551 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -3328564.250000 Penalty: 984.525208
	Iteration 18Q: 3 clusters Score -3328564 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -3328576.500000 Penalty: 984.525208
	Iteration 19Q: 3 clusters Score -3328576 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -3328584.500000 Penalty: 984.525208
	Iteration 20F: 3 clusters Score -3328584 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -3328596.250000 Penalty: 984.525208
	Iteration 21Q: 3 clusters Score -3328596 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -3328614.750000 Penalty: 984.525208
	Iteration 22Q: 3 clusters Score -3328615 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -3328612.500000 Penalty: 984.525208
	Iteration 23Q: 3 clusters Score -3328612 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -3328620.750000 Penalty: 984.525208
	Iteration 24Q: 3 clusters Score -3328621 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -3328622.750000 Penalty: 984.525208
	Iteration 25Q: 3 clusters Score -3328623 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -3328636.750000 Penalty: 984.525208
	Iteration 26Q: 3 clusters Score -3328637 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -3328646.500000 Penalty: 984.525208
	Iteration 27Q: 3 clusters Score -3328646 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -3328674.000000 Penalty: 984.525208
	Iteration 28Q: 3 clusters Score -3328674 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -3328674.750000 Penalty: 984.525208
	Iteration 29Q: 3 clusters Score -3328675 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -3328683.250000 Penalty: 984.525208
	Iteration 30Q: 3 clusters Score -3328683 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -3328706.500000 Penalty: 984.525208
	Iteration 31Q: 3 clusters Score -3328706 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -3328721.750000 Penalty: 984.525208
	Iteration 32Q: 3 clusters Score -3328722 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -3328752.750000 Penalty: 984.525208
	Iteration 33Q: 3 clusters Score -3328753 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -3328763.000000 Penalty: 984.525208
	Iteration 34Q: 3 clusters Score -3328763 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -3328778.750000 Penalty: 984.525208
	Iteration 35Q: 3 clusters Score -3328779 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -3328788.500000 Penalty: 984.525208
	Iteration 36Q: 3 clusters Score -3328788 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -3328803.250000 Penalty: 984.525208
	Iteration 37Q: 3 clusters Score -3328803 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -3328831.250000 Penalty: 984.525208
	Iteration 38Q: 3 clusters Score -3328831 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -3328847.250000 Penalty: 984.525208
	Iteration 39Q: 3 clusters Score -3328847 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -3328861.000000 Penalty: 984.525208
	Iteration 40F: 3 clusters Score -3328861 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -3328893.500000 Penalty: 984.525208
	Iteration 41Q: 3 clusters Score -3328894 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -3328913.000000 Penalty: 984.525208
	Iteration 42Q: 3 clusters Score -3328913 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -3328927.750000 Penalty: 984.525208
	Iteration 43Q: 3 clusters Score -3328928 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -3328940.000000 Penalty: 984.525208
	Iteration 44Q: 3 clusters Score -3328940 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -3328966.000000 Penalty: 984.525208
	Iteration 45Q: 3 clusters Score -3328966 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -3328972.000000 Penalty: 984.525208
	Iteration 46Q: 3 clusters Score -3328972 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -3328987.500000 Penalty: 984.525208
	Iteration 47Q: 3 clusters Score -3328988 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -3328994.250000 Penalty: 984.525208
	Iteration 48Q: 3 clusters Score -3328994 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -3329010.500000 Penalty: 984.525208
	Iteration 49Q: 3 clusters Score -3329010 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -3329012.750000 Penalty: 984.525208
	Iteration 50Q: 3 clusters Score -3329013 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -3329034.750000 Penalty: 984.525208
	Iteration 51Q: 3 clusters Score -3329035 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -3329028.750000 Penalty: 984.525208
	Iteration 52Q: 3 clusters Score -3329029 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -3329057.750000 Penalty: 984.525208
	Iteration 53Q: 3 clusters Score -3329058 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -3329078.250000 Penalty: 984.525208
	Iteration 54Q: 3 clusters Score -3329078 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -3329072.500000 Penalty: 984.525208
	Iteration 55Q: 3 clusters Score -3329072 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -3329080.750000 Penalty: 984.525208
	Iteration 56Q: 3 clusters Score -3329081 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -3329086.250000 Penalty: 984.525208
	Iteration 57Q: 3 clusters Score -3329086 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -3329094.000000 Penalty: 984.525208
	Iteration 58Q: 3 clusters Score -3329094 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -3329086.250000 Penalty: 984.525208
	Iteration 59Q: 3 clusters Score -3329086 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -3329085.000000 Penalty: 984.525208
	Iteration 60F: 3 clusters Score -3329085 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -3329071.750000 Penalty: 984.525208
	Iteration 61Q: 3 clusters Score -3329072 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -3329064.000000 Penalty: 984.525208
	Iteration 62Q: 3 clusters Score -3329064 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -3329057.250000 Penalty: 984.525208
	Iteration 63Q: 3 clusters Score -3329057 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -3329045.000000 Penalty: 984.525208
	Iteration 64Q: 3 clusters Score -3329045 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -3329052.750000 Penalty: 984.525208
	Iteration 65Q: 3 clusters Score -3329053 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3329042 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3329053 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3329039 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3329035 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3329016 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -3329032.500000 Penalty: 984.525208
	Iteration 71Q: 3 clusters Score -3329032 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3329042 nChanged 83
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Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3329033 nChanged 72
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Mstep: Class 1 contains 4217 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3329034 nChanged 65
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Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3329030 nChanged 59
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Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3329026 nChanged 55
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Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3329018 nChanged 63
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Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3329012 nChanged 50
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Mstep: Class 1 contains 3929 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3329012 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -3329013.750000 Penalty: 984.525208
	Iteration 80F: 3 clusters Score -3329014 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3329001 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3329006 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3329007 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3328999 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3328994 nChanged 64
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Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3328993 nChanged 58
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Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3328992 nChanged 49
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Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 46557 members 
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	Iteration 88Q: 3 clusters Score -3328986 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 46613 members 
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	Iteration 89Q: 3 clusters Score -3328974 nChanged 67
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Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 46680 members 
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	Iteration 90Q: 3 clusters Score -3328975 nChanged 71
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Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3328974 nChanged 75
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Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 46826 members 
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	Iteration 92Q: 3 clusters Score -3328968 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3068 members 
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	Iteration 93Q: 3 clusters Score -3328978 nChanged 63
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Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 46954 members 
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	Iteration 94Q: 3 clusters Score -3328971 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2926 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3328975 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3328976 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3328974 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3328972 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3328970 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3328971 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2671 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3328974 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3328977 nChanged 24
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Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3328968 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -3328962.250000 Penalty: 984.525208
	Iteration 104Q: 3 clusters Score -3328962 nChanged 25
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Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -3328963.000000 Penalty: 984.525208
	Iteration 105Q: 3 clusters Score -3328963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -3328960.500000 Penalty: 984.525208
	Iteration 106Q: 3 clusters Score -3328960 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3328960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -3328957.250000 Penalty: 984.525208
	Iteration 108Q: 3 clusters Score -3328957 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -3328950.500000 Penalty: 984.525208
	Iteration 109Q: 3 clusters Score -3328950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -3328952.500000 Penalty: 984.525208
	Iteration 110Q: 3 clusters Score -3328952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -3328949.250000 Penalty: 984.525208
	Iteration 111Q: 3 clusters Score -3328949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3328946 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -3328942.750000 Penalty: 984.525208
	Iteration 113Q: 3 clusters Score -3328943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3328946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -3328941.750000 Penalty: 984.525208
	Iteration 115Q: 3 clusters Score -3328942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3328944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3328942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -3328940.500000 Penalty: 984.525208
	Iteration 118Q: 3 clusters Score -3328940 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3328942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 47627 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3328944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -3328944.000000 Penalty: 984.525208
	Iteration 121Q: 3 clusters Score -3328944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -3328940.500000 Penalty: 984.525208
	Iteration 122Q: 3 clusters Score -3328940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -3328946.000000 Penalty: 984.525208
	Iteration 123Q: 3 clusters Score -3328946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -3328943.750000 Penalty: 984.525208
	Iteration 124Q: 3 clusters Score -3328944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -3328947.000000 Penalty: 984.525208
	Iteration 125Q: 3 clusters Score -3328947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -3328947.500000 Penalty: 984.525208
	Iteration 126Q: 3 clusters Score -3328948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -3328948.750000 Penalty: 984.525208
	Iteration 127Q: 3 clusters Score -3328949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -3328952.000000 Penalty: 984.525208
	Iteration 128Q: 3 clusters Score -3328952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -3328956.250000 Penalty: 984.525208
	Iteration 129Q: 3 clusters Score -3328956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -3328951.250000 Penalty: 984.525208
	Iteration 130Q: 3 clusters Score -3328951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3328953 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3328952 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -3328952.000000 Penalty: 984.525208
	Iteration 133Q: 3 clusters Score -3328952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -3328950.500000 Penalty: 984.525208
	Iteration 134Q: 3 clusters Score -3328950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -3328948.250000 Penalty: 984.525208
	Iteration 135Q: 3 clusters Score -3328948 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3328949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -3328951.500000 Penalty: 984.525208
	Iteration 137Q: 3 clusters Score -3328952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -3328948.250000 Penalty: 984.525208
	Iteration 138Q: 3 clusters Score -3328948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -3328949.000000 Penalty: 984.525208
	Iteration 139Q: 3 clusters Score -3328949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -3328948.000000 Penalty: 984.525208
	Iteration 140F: 3 clusters Score -3328948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -3328948.500000 Penalty: 984.525208
	Iteration 141Q: 3 clusters Score -3328948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -3328948.500000 Penalty: 984.525208
	Iteration 142Q: 3 clusters Score -3328948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -3328947.500000 Penalty: 984.525208
	Iteration 143Q: 3 clusters Score -3328948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -3328939.250000 Penalty: 984.525208
	Iteration 144Q: 3 clusters Score -3328939 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -3328943.250000 Penalty: 984.525208
	Iteration 145Q: 3 clusters Score -3328943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -3328942.000000 Penalty: 984.525208
	Iteration 146Q: 3 clusters Score -3328942 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
Score: -3328941.500000 Penalty: 984.525208
	Iteration 147Q: 3 clusters Score -3328942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -3328945.000000 Penalty: 984.525208
	Iteration 148Q: 3 clusters Score -3328945 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3328945 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3328944 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -3328941.750000 Penalty: 984.525208
	Iteration 151Q: 3 clusters Score -3328942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -3328941.500000 Penalty: 984.525208
	Iteration 152Q: 3 clusters Score -3328942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -3328939.500000 Penalty: 984.525208
	Iteration 153Q: 3 clusters Score -3328940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -3328939.500000 Penalty: 984.525208
	Iteration 154F: 3 clusters Score -3328940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37282 members 
Mstep: Class 3 contains 4757 members 
Mstep: Class 4 contains 26873 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 6 contains 80804 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52667 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 18489 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 80734 members 
Mstep: Class 16 contains 81494 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 63282 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 420 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 112 members 
Mstep: Class 23 contains 37280 members 
Mstep: Class 24 contains 12163 members 
Mstep: Class 25 contains 332 members 
Mstep: Class 26 contains 252 members 
Mstep: Class 27 contains 47819 members 
Entering Unmasked Estep 
Score: -35824036.000000 Penalty: 16303.162109
Splitting cluster 21 changes total score from -35818980.000000 to -35824036.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -4200.698242 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -4200.698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4008.313721 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -4008.314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4053.759766 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -4053.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4065.434082 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -4065.434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4067.955566 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -4067.956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4073.650635 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -4073.651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4077.544922 Penalty: 429.383392
	Iteration 5Q: 3 clusters Score -4077.545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4077.544922 Penalty: 429.383392
	Iteration 6F: 3 clusters Score -4077.545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Entering Unmasked Estep 
Score: -2427229.500000 Penalty: 478.942688
	Iteration 0F: 2 clusters Score -2427230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2402140.250000 Penalty: 957.885376
	Iteration 0F: 3 clusters Score -2402140 nChanged 17981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2413770.250000 Penalty: 957.885376
	Iteration 1F: 3 clusters Score -2413770 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2415266.500000 Penalty: 957.885376
	Iteration 2F: 3 clusters Score -2415266 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2417833.750000 Penalty: 957.885376
	Iteration 3F: 3 clusters Score -2417834 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2421322.750000 Penalty: 957.885376
	Iteration 4F: 3 clusters Score -2421323 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2424943.750000 Penalty: 957.885376
	Iteration 5F: 3 clusters Score -2424944 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2426817.500000 Penalty: 957.885376
	Iteration 6F: 3 clusters Score -2426818 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2427476.250000 Penalty: 957.885376
	Iteration 7Q: 3 clusters Score -2427476 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2427768.250000 Penalty: 957.885376
	Iteration 8Q: 3 clusters Score -2427768 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2427894.250000 Penalty: 957.885376
	Iteration 9Q: 3 clusters Score -2427894 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2427963.250000 Penalty: 957.885376
	Iteration 10Q: 3 clusters Score -2427963 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2427992.000000 Penalty: 957.885376
	Iteration 11Q: 3 clusters Score -2427992 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2428008.500000 Penalty: 957.885376
	Iteration 12Q: 3 clusters Score -2428008 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2428010.250000 Penalty: 957.885376
	Iteration 13Q: 3 clusters Score -2428010 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2428011.500000 Penalty: 957.885376
	Iteration 14Q: 3 clusters Score -2428012 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2428008.750000 Penalty: 957.885376
	Iteration 15Q: 3 clusters Score -2428009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2428012.000000 Penalty: 957.885376
	Iteration 16Q: 3 clusters Score -2428012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2428016.750000 Penalty: 957.885376
	Iteration 17Q: 3 clusters Score -2428017 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2428016.000000 Penalty: 957.885376
	Iteration 18Q: 3 clusters Score -2428016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2428020.250000 Penalty: 957.885376
	Iteration 19Q: 3 clusters Score -2428020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2428017.500000 Penalty: 957.885376
	Iteration 20F: 3 clusters Score -2428018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2428020.250000 Penalty: 957.885376
	Iteration 21Q: 3 clusters Score -2428020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2428019.750000 Penalty: 957.885376
	Iteration 22Q: 3 clusters Score -2428020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2428015.750000 Penalty: 957.885376
	Iteration 23Q: 3 clusters Score -2428016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2428018.500000 Penalty: 957.885376
	Iteration 24Q: 3 clusters Score -2428018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2428015.250000 Penalty: 957.885376
	Iteration 25Q: 3 clusters Score -2428015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2428014.500000 Penalty: 957.885376
	Iteration 26Q: 3 clusters Score -2428014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2428014.250000 Penalty: 957.885376
	Iteration 27Q: 3 clusters Score -2428014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2428012.000000 Penalty: 957.885376
	Iteration 28Q: 3 clusters Score -2428012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2428015.000000 Penalty: 957.885376
	Iteration 29Q: 3 clusters Score -2428015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2428012.250000 Penalty: 957.885376
	Iteration 30Q: 3 clusters Score -2428012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2428009.750000 Penalty: 957.885376
	Iteration 31Q: 3 clusters Score -2428010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2428007.750000 Penalty: 957.885376
	Iteration 32Q: 3 clusters Score -2428008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2428007.750000 Penalty: 957.885376
	Iteration 33Q: 3 clusters Score -2428008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2428010.500000 Penalty: 957.885376
	Iteration 34Q: 3 clusters Score -2428010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2428010.500000 Penalty: 957.885376
	Iteration 35Q: 3 clusters Score -2428010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2428009.000000 Penalty: 957.885376
	Iteration 36Q: 3 clusters Score -2428009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2428004.500000 Penalty: 957.885376
	Iteration 37Q: 3 clusters Score -2428004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2428005.750000 Penalty: 957.885376
	Iteration 38Q: 3 clusters Score -2428006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2428006.500000 Penalty: 957.885376
	Iteration 39Q: 3 clusters Score -2428006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2428008.250000 Penalty: 957.885376
	Iteration 40F: 3 clusters Score -2428008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2428006.500000 Penalty: 957.885376
	Iteration 41Q: 3 clusters Score -2428006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2428008.500000 Penalty: 957.885376
	Iteration 42Q: 3 clusters Score -2428008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2428008.750000 Penalty: 957.885376
	Iteration 43Q: 3 clusters Score -2428009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2428011.500000 Penalty: 957.885376
	Iteration 44Q: 3 clusters Score -2428012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2428008.750000 Penalty: 957.885376
	Iteration 45Q: 3 clusters Score -2428009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2428008.250000 Penalty: 957.885376
	Iteration 46Q: 3 clusters Score -2428008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2428009.250000 Penalty: 957.885376
	Iteration 47Q: 3 clusters Score -2428009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2428004.000000 Penalty: 957.885376
	Iteration 48Q: 3 clusters Score -2428004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2428003.500000 Penalty: 957.885376
	Iteration 49Q: 3 clusters Score -2428004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2427998.000000 Penalty: 957.885376
	Iteration 50Q: 3 clusters Score -2427998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2428001.750000 Penalty: 957.885376
	Iteration 51Q: 3 clusters Score -2428002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2428004.500000 Penalty: 957.885376
	Iteration 52Q: 3 clusters Score -2428004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2427998.500000 Penalty: 957.885376
	Iteration 53Q: 3 clusters Score -2427998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2428003.500000 Penalty: 957.885376
	Iteration 54Q: 3 clusters Score -2428004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2428002.500000 Penalty: 957.885376
	Iteration 55Q: 3 clusters Score -2428002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2428004.000000 Penalty: 957.885376
	Iteration 56Q: 3 clusters Score -2428004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2428002.500000 Penalty: 957.885376
	Iteration 57Q: 3 clusters Score -2428002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2428001.500000 Penalty: 957.885376
	Iteration 58Q: 3 clusters Score -2428002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2428002.250000 Penalty: 957.885376
	Iteration 59Q: 3 clusters Score -2428002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2428005.500000 Penalty: 957.885376
	Iteration 60F: 3 clusters Score -2428006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2428005.000000 Penalty: 957.885376
	Iteration 61Q: 3 clusters Score -2428005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2428003.000000 Penalty: 957.885376
	Iteration 62Q: 3 clusters Score -2428003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2428005.000000 Penalty: 957.885376
	Iteration 63Q: 3 clusters Score -2428005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2428006.500000 Penalty: 957.885376
	Iteration 64Q: 3 clusters Score -2428006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2428001.500000 Penalty: 957.885376
	Iteration 65Q: 3 clusters Score -2428002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2427999.750000 Penalty: 957.885376
	Iteration 66Q: 3 clusters Score -2428000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2428000.750000 Penalty: 957.885376
	Iteration 67Q: 3 clusters Score -2428001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2428002.000000 Penalty: 957.885376
	Iteration 68Q: 3 clusters Score -2428002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2428003.750000 Penalty: 957.885376
	Iteration 69Q: 3 clusters Score -2428004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2428003.000000 Penalty: 957.885376
	Iteration 70Q: 3 clusters Score -2428003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2427998.250000 Penalty: 957.885376
	Iteration 71Q: 3 clusters Score -2427998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2428002.750000 Penalty: 957.885376
	Iteration 72Q: 3 clusters Score -2428003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2428000.750000 Penalty: 957.885376
	Iteration 73Q: 3 clusters Score -2428001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2427999.750000 Penalty: 957.885376
	Iteration 74Q: 3 clusters Score -2428000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2428001.000000 Penalty: 957.885376
	Iteration 75Q: 3 clusters Score -2428001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2427999.500000 Penalty: 957.885376
	Iteration 76Q: 3 clusters Score -2428000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2428000.000000 Penalty: 957.885376
	Iteration 77Q: 3 clusters Score -2428000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2427996.500000 Penalty: 957.885376
	Iteration 78Q: 3 clusters Score -2427996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2427995.750000 Penalty: 957.885376
	Iteration 79Q: 3 clusters Score -2427996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2427994.500000 Penalty: 957.885376
	Iteration 80F: 3 clusters Score -2427994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37282 members 
Mstep: Class 3 contains 4757 members 
Mstep: Class 4 contains 26873 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 6 contains 80804 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52667 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 18489 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 80734 members 
Mstep: Class 16 contains 81494 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 63282 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 420 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 112 members 
Mstep: Class 23 contains 22095 members 
Mstep: Class 24 contains 12163 members 
Mstep: Class 25 contains 332 members 
Mstep: Class 26 contains 252 members 
Mstep: Class 27 contains 47819 members 
Mstep: Class 28 contains 15185 members 
Entering Unmasked Estep 
Score: -35824680.000000 Penalty: 16906.982422
Splitting cluster 23 changes total score from -35818980.000000 to -35824680.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37282 members 
Mstep: Class 3 contains 4757 members 
Mstep: Class 4 contains 26873 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 6 contains 80804 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 52667 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 18489 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 80734 members 
Mstep: Class 16 contains 81494 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 63282 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 420 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 112 members 
Mstep: Class 23 contains 22095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35827000.000000 Penalty: 16906.982422
Iteration 79Q: 29 clusters Score -3.5827e+07 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 37566 members 
Mstep: Class 3 contains 4753 members 
Mstep: Class 4 contains 26563 members 
Mstep: Class 5 contains 21581 members 
Mstep: Class 6 contains 83126 members 
Mstep: Class 7 contains 1725 members 
Mstep: Class 8 contains 5217 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 52644 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1299 members 
Mstep: Class 13 contains 18501 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 80935 members 
Mstep: Class 16 contains 80721 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 63875 members 
Mstep: Class 19 contains 433 members 
Mstep: Class 20 contains 421 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 113 members 
Mstep: Class 23 contains 23189 members 
Mstep: Class 24 contains 11716 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 44905 members 
Mstep: Class 28 contains 15036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35828656.000000 Penalty: 16906.982422
Iteration 80F: 29 clusters Score -3.582866e+07 nChanged 11071
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 37835 members 
Mstep: Class 3 contains 4752 members 
Mstep: Class 4 contains 26249 members 
Mstep: Class 5 contains 21584 members 
Mstep: Class 6 contains 83984 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 5134 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 52337 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 18511 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 80494 members 
Mstep: Class 16 contains 77717 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 67363 members 
Mstep: Class 19 contains 452 members 
Mstep: Class 20 contains 421 members 
Mstep: Class 21 contains 2271 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 24174 members 
Mstep: Class 24 contains 11918 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 43044 members 
Mstep: Class 28 contains 15187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35828480.000000 Penalty: 16906.982422
Iteration 81Q: 29 clusters Score -3.582848e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 38111 members 
Mstep: Class 3 contains 4757 members 
Mstep: Class 4 contains 25937 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 84694 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 5052 members 
Mstep: Class 9 contains 502 members 
Mstep: Class 10 contains 52255 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 18521 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 80123 members 
Mstep: Class 16 contains 76036 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 69297 members 
Mstep: Class 19 contains 466 members 
Mstep: Class 20 contains 419 members 
Mstep: Class 21 contains 2274 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 25198 members 
Mstep: Class 24 contains 11858 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 41544 members 
Mstep: Class 28 contains 15300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35827984.000000 Penalty: 16906.982422
Iteration 82Q: 29 clusters Score -3.582798e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 38430 members 
Mstep: Class 3 contains 4767 members 
Mstep: Class 4 contains 25600 members 
Mstep: Class 5 contains 21588 members 
Mstep: Class 6 contains 85287 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 4985 members 
Mstep: Class 9 contains 464 members 
Mstep: Class 10 contains 52313 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 18524 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 79896 members 
Mstep: Class 16 contains 74893 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 70230 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 26178 members 
Mstep: Class 24 contains 11782 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 40419 members 
Mstep: Class 28 contains 15353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35826436.000000 Penalty: 16906.982422
Iteration 83Q: 29 clusters Score -3.582644e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 38781 members 
Mstep: Class 3 contains 4766 members 
Mstep: Class 4 contains 25250 members 
Mstep: Class 5 contains 21577 members 
Mstep: Class 6 contains 85820 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 4929 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 52417 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 18526 members 
Mstep: Class 14 contains 826 members 
Mstep: Class 15 contains 79682 members 
Mstep: Class 16 contains 73887 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 70720 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 2305 members 
Mstep: Class 22 contains 126 members 
Mstep: Class 23 contains 27140 members 
Mstep: Class 24 contains 11731 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 39644 members 
Mstep: Class 28 contains 15375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35825892.000000 Penalty: 16906.982422
Iteration 84Q: 29 clusters Score -3.582589e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 39131 members 
Mstep: Class 3 contains 4759 members 
Mstep: Class 4 contains 24902 members 
Mstep: Class 5 contains 21571 members 
Mstep: Class 6 contains 86055 members 
Mstep: Class 7 contains 1732 members 
Mstep: Class 8 contains 4874 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 52473 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 18529 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 79515 members 
Mstep: Class 16 contains 72891 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 71143 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 28089 members 
Mstep: Class 24 contains 11773 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 39146 members 
Mstep: Class 28 contains 15390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35825088.000000 Penalty: 16906.982422
Iteration 85Q: 29 clusters Score -3.582509e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 39471 members 
Mstep: Class 3 contains 4749 members 
Mstep: Class 4 contains 24579 members 
Mstep: Class 5 contains 21567 members 
Mstep: Class 6 contains 86137 members 
Mstep: Class 7 contains 1732 members 
Mstep: Class 8 contains 4823 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 52566 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1328 members 
Mstep: Class 13 contains 18525 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 79419 members 
Mstep: Class 16 contains 71860 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 71492 members 
Mstep: Class 19 contains 630 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 29013 members 
Mstep: Class 24 contains 11912 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 38743 members 
Mstep: Class 28 contains 15385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35824804.000000 Penalty: 16906.982422
Iteration 86Q: 29 clusters Score -3.58248e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 4738 members 
Mstep: Class 4 contains 24235 members 
Mstep: Class 5 contains 21559 members 
Mstep: Class 6 contains 86022 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 4764 members 
Mstep: Class 9 contains 315 members 
Mstep: Class 10 contains 52644 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1328 members 
Mstep: Class 13 contains 18526 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 79337 members 
Mstep: Class 16 contains 70884 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 71686 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 29959 members 
Mstep: Class 24 contains 12104 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 38581 members 
Mstep: Class 28 contains 15373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35824504.000000 Penalty: 16906.982422
Iteration 87Q: 29 clusters Score -3.58245e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 40203 members 
Mstep: Class 3 contains 4721 members 
Mstep: Class 4 contains 23910 members 
Mstep: Class 5 contains 21550 members 
Mstep: Class 6 contains 85714 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 4710 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 52747 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 13 contains 18525 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 79319 members 
Mstep: Class 16 contains 69932 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 71782 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 2305 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 30880 members 
Mstep: Class 24 contains 12350 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 38571 members 
Mstep: Class 28 contains 15350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35824364.000000 Penalty: 16906.982422
Iteration 88Q: 29 clusters Score -3.582436e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 40578 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 23577 members 
Mstep: Class 5 contains 21548 members 
Mstep: Class 6 contains 85409 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 4661 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 52844 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 18530 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 79299 members 
Mstep: Class 16 contains 68937 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 71792 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 31792 members 
Mstep: Class 24 contains 12605 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 38682 members 
Mstep: Class 28 contains 15320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35824244.000000 Penalty: 16906.982422
Iteration 89Q: 29 clusters Score -3.582424e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 40978 members 
Mstep: Class 3 contains 4684 members 
Mstep: Class 4 contains 23236 members 
Mstep: Class 5 contains 21543 members 
Mstep: Class 6 contains 85095 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 4620 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 52879 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1328 members 
Mstep: Class 13 contains 18531 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 79257 members 
Mstep: Class 16 contains 68079 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 71740 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 2234 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 32625 members 
Mstep: Class 24 contains 12882 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 38919 members 
Mstep: Class 28 contains 15269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35824008.000000 Penalty: 16906.982422
Iteration 90Q: 29 clusters Score -3.582401e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 41392 members 
Mstep: Class 3 contains 4668 members 
Mstep: Class 4 contains 22890 members 
Mstep: Class 5 contains 21535 members 
Mstep: Class 6 contains 84882 members 
Mstep: Class 7 contains 1739 members 
Mstep: Class 8 contains 4582 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 52925 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1330 members 
Mstep: Class 13 contains 18533 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 15 contains 79229 members 
Mstep: Class 16 contains 67197 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 71468 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 33525 members 
Mstep: Class 24 contains 13128 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 39257 members 
Mstep: Class 28 contains 15183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35823928.000000 Penalty: 16906.982422
Iteration 91Q: 29 clusters Score -3.582393e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 41836 members 
Mstep: Class 3 contains 4637 members 
Mstep: Class 4 contains 22527 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 84690 members 
Mstep: Class 7 contains 1745 members 
Mstep: Class 8 contains 4548 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 52947 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 18537 members 
Mstep: Class 14 contains 825 members 
Mstep: Class 15 contains 79190 members 
Mstep: Class 16 contains 66338 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 71149 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 2129 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 34447 members 
Mstep: Class 24 contains 13303 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 39647 members 
Mstep: Class 28 contains 15108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35823628.000000 Penalty: 16906.982422
Iteration 92Q: 29 clusters Score -3.582363e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 42289 members 
Mstep: Class 3 contains 4608 members 
Mstep: Class 4 contains 22182 members 
Mstep: Class 5 contains 21523 members 
Mstep: Class 6 contains 84386 members 
Mstep: Class 7 contains 1747 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 53018 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1331 members 
Mstep: Class 13 contains 18540 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 79363 members 
Mstep: Class 16 contains 65465 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 70685 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 2044 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 35291 members 
Mstep: Class 24 contains 13490 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 40143 members 
Mstep: Class 28 contains 15031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35823408.000000 Penalty: 16906.982422
Iteration 93Q: 29 clusters Score -3.582341e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 42723 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 21849 members 
Mstep: Class 5 contains 21516 members 
Mstep: Class 6 contains 84042 members 
Mstep: Class 7 contains 1749 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 53073 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1326 members 
Mstep: Class 13 contains 18543 members 
Mstep: Class 14 contains 814 members 
Mstep: Class 15 contains 79636 members 
Mstep: Class 16 contains 64654 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 70048 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 1966 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 36155 members 
Mstep: Class 24 contains 13694 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 40641 members 
Mstep: Class 28 contains 14972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35823096.000000 Penalty: 16906.982422
Iteration 94Q: 29 clusters Score -3.58231e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 43136 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 21520 members 
Mstep: Class 5 contains 21506 members 
Mstep: Class 6 contains 83746 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 4460 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 53166 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1325 members 
Mstep: Class 13 contains 18544 members 
Mstep: Class 14 contains 814 members 
Mstep: Class 15 contains 80004 members 
Mstep: Class 16 contains 63892 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 69265 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 1895 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 36974 members 
Mstep: Class 24 contains 13861 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 41159 members 
Mstep: Class 28 contains 14902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35822888.000000 Penalty: 16906.982422
Iteration 95Q: 29 clusters Score -3.582289e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 43562 members 
Mstep: Class 3 contains 4523 members 
Mstep: Class 4 contains 21183 members 
Mstep: Class 5 contains 21495 members 
Mstep: Class 6 contains 83346 members 
Mstep: Class 7 contains 1758 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 53213 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 18541 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 80456 members 
Mstep: Class 16 contains 63168 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 68483 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 1811 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 37742 members 
Mstep: Class 24 contains 13993 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 41795 members 
Mstep: Class 28 contains 14827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35822872.000000 Penalty: 16906.982422
Iteration 96Q: 29 clusters Score -3.582287e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 43945 members 
Mstep: Class 3 contains 4486 members 
Mstep: Class 4 contains 20903 members 
Mstep: Class 5 contains 21488 members 
Mstep: Class 6 contains 83024 members 
Mstep: Class 7 contains 1759 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 53258 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 18539 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 80973 members 
Mstep: Class 16 contains 62483 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 67573 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 1732 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 38481 members 
Mstep: Class 24 contains 14140 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 42374 members 
Mstep: Class 28 contains 14755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35822832.000000 Penalty: 16906.982422
Iteration 97Q: 29 clusters Score -3.582283e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44341 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 20604 members 
Mstep: Class 5 contains 21489 members 
Mstep: Class 6 contains 82752 members 
Mstep: Class 7 contains 1759 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 53228 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 18532 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 15 contains 81559 members 
Mstep: Class 16 contains 61812 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 66495 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 1669 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 39181 members 
Mstep: Class 24 contains 14354 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 42944 members 
Mstep: Class 28 contains 14763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35822672.000000 Penalty: 16906.982422
Iteration 98Q: 29 clusters Score -3.582267e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 44737 members 
Mstep: Class 3 contains 4417 members 
Mstep: Class 4 contains 20313 members 
Mstep: Class 5 contains 21492 members 
Mstep: Class 6 contains 82475 members 
Mstep: Class 7 contains 1759 members 
Mstep: Class 8 contains 4396 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 53171 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 18526 members 
Mstep: Class 14 contains 837 members 
Mstep: Class 15 contains 82193 members 
Mstep: Class 16 contains 61212 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 65226 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 1590 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 39890 members 
Mstep: Class 24 contains 14610 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 43508 members 
Mstep: Class 28 contains 14829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35822408.000000 Penalty: 16906.982422
Iteration 99Q: 29 clusters Score -3.582241e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 45085 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 20055 members 
Mstep: Class 5 contains 21485 members 
Mstep: Class 6 contains 81988 members 
Mstep: Class 7 contains 1761 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 53137 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 18521 members 
Mstep: Class 14 contains 841 members 
Mstep: Class 15 contains 82989 members 
Mstep: Class 16 contains 60675 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 63885 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 40627 members 
Mstep: Class 24 contains 14830 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 44096 members 
Mstep: Class 28 contains 14933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35823116.000000 Penalty: 16906.982422
Iteration 100F: 29 clusters Score -3.582312e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 45420 members 
Mstep: Class 3 contains 4361 members 
Mstep: Class 4 contains 19806 members 
Mstep: Class 5 contains 21483 members 
Mstep: Class 6 contains 81648 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 8 contains 4367 members 
Mstep: Class 9 contains 298 members 
Mstep: Class 10 contains 53048 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 18520 members 
Mstep: Class 14 contains 842 members 
Mstep: Class 15 contains 83784 members 
Mstep: Class 16 contains 59782 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 62363 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 41454 members 
Mstep: Class 24 contains 15443 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 44591 members 
Mstep: Class 28 contains 15091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35823140.000000 Penalty: 16906.982422
Iteration 101Q: 29 clusters Score -3.582314e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 45753 members 
Mstep: Class 3 contains 4327 members 
Mstep: Class 4 contains 19549 members 
Mstep: Class 5 contains 21484 members 
Mstep: Class 6 contains 81537 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 288 members 
Mstep: Class 10 contains 52916 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1306 members 
Mstep: Class 13 contains 18515 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 84534 members 
Mstep: Class 16 contains 58957 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 60650 members 
Mstep: Class 19 contains 680 members 
Mstep: Class 20 contains 417 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 42245 members 
Mstep: Class 24 contains 15984 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 45134 members 
Mstep: Class 28 contains 15289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35822696.000000 Penalty: 16906.982422
Iteration 102Q: 29 clusters Score -3.58227e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 46131 members 
Mstep: Class 3 contains 4295 members 
Mstep: Class 4 contains 19254 members 
Mstep: Class 5 contains 21487 members 
Mstep: Class 6 contains 81337 members 
Mstep: Class 7 contains 1759 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 52768 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 18515 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 85286 members 
Mstep: Class 16 contains 58161 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 58714 members 
Mstep: Class 19 contains 686 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 1289 members 
Mstep: Class 22 contains 146 members 
Mstep: Class 23 contains 43030 members 
Mstep: Class 24 contains 16557 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 45837 members 
Mstep: Class 28 contains 15597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35822336.000000 Penalty: 16906.982422
Iteration 103Q: 29 clusters Score -3.582234e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 46489 members 
Mstep: Class 3 contains 4258 members 
Mstep: Class 4 contains 18969 members 
Mstep: Class 5 contains 21491 members 
Mstep: Class 6 contains 81062 members 
Mstep: Class 7 contains 1760 members 
Mstep: Class 8 contains 4330 members 
Mstep: Class 9 contains 277 members 
Mstep: Class 10 contains 52615 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 18512 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 86119 members 
Mstep: Class 16 contains 57426 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 56573 members 
Mstep: Class 19 contains 691 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 150 members 
Mstep: Class 23 contains 43753 members 
Mstep: Class 24 contains 17142 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 46656 members 
Mstep: Class 28 contains 15995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35822236.000000 Penalty: 16906.982422
Iteration 104Q: 29 clusters Score -3.582224e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 46865 members 
Mstep: Class 3 contains 4216 members 
Mstep: Class 4 contains 18694 members 
Mstep: Class 5 contains 21492 members 
Mstep: Class 6 contains 80733 members 
Mstep: Class 7 contains 1759 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 52386 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 18515 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 86998 members 
Mstep: Class 16 contains 56744 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 54375 members 
Mstep: Class 19 contains 699 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 1135 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 44463 members 
Mstep: Class 24 contains 17681 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 47535 members 
Mstep: Class 28 contains 16453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35822240.000000 Penalty: 16906.982422
Iteration 105Q: 29 clusters Score -3.582224e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 47236 members 
Mstep: Class 3 contains 4168 members 
Mstep: Class 4 contains 18433 members 
Mstep: Class 5 contains 21488 members 
Mstep: Class 6 contains 80439 members 
Mstep: Class 7 contains 1764 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 265 members 
Mstep: Class 10 contains 52183 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 18515 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 87915 members 
Mstep: Class 16 contains 56101 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 51888 members 
Mstep: Class 19 contains 703 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 45133 members 
Mstep: Class 24 contains 18282 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 48512 members 
Mstep: Class 28 contains 16913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35822052.000000 Penalty: 16906.982422
Iteration 106Q: 29 clusters Score -3.582205e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 47610 members 
Mstep: Class 3 contains 4124 members 
Mstep: Class 4 contains 18178 members 
Mstep: Class 5 contains 21474 members 
Mstep: Class 6 contains 80177 members 
Mstep: Class 7 contains 1763 members 
Mstep: Class 8 contains 4335 members 
Mstep: Class 9 contains 263 members 
Mstep: Class 10 contains 51956 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 18520 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 88873 members 
Mstep: Class 16 contains 55546 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 49334 members 
Mstep: Class 19 contains 705 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 45786 members 
Mstep: Class 24 contains 18762 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 49530 members 
Mstep: Class 28 contains 17414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35822192.000000 Penalty: 16906.982422
Iteration 107Q: 29 clusters Score -3.582219e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 47961 members 
Mstep: Class 3 contains 4075 members 
Mstep: Class 4 contains 17939 members 
Mstep: Class 5 contains 21467 members 
Mstep: Class 6 contains 79997 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51737 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 18530 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 89749 members 
Mstep: Class 16 contains 55076 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 46708 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 898 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 46347 members 
Mstep: Class 24 contains 19219 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 50632 members 
Mstep: Class 28 contains 17942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35821960.000000 Penalty: 16906.982422
Iteration 108Q: 29 clusters Score -3.582196e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 48305 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 17694 members 
Mstep: Class 5 contains 21465 members 
Mstep: Class 6 contains 79915 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51527 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 18540 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 90535 members 
Mstep: Class 16 contains 54755 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 44088 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 46543 members 
Mstep: Class 24 contains 19645 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 51845 members 
Mstep: Class 28 contains 18559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35821560.000000 Penalty: 16906.982422
Iteration 109Q: 29 clusters Score -3.582156e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 48640 members 
Mstep: Class 3 contains 4000 members 
Mstep: Class 4 contains 17439 members 
Mstep: Class 5 contains 21472 members 
Mstep: Class 6 contains 79882 members 
Mstep: Class 7 contains 1763 members 
Mstep: Class 8 contains 4353 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51326 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1287 members 
Mstep: Class 13 contains 18546 members 
Mstep: Class 14 contains 845 members 
Mstep: Class 15 contains 91169 members 
Mstep: Class 16 contains 54421 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 41561 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 768 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 46642 members 
Mstep: Class 24 contains 20035 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 53150 members 
Mstep: Class 28 contains 19211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35821232.000000 Penalty: 16906.982422
Iteration 110Q: 29 clusters Score -3.582123e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 48957 members 
Mstep: Class 3 contains 3964 members 
Mstep: Class 4 contains 17206 members 
Mstep: Class 5 contains 21469 members 
Mstep: Class 6 contains 79937 members 
Mstep: Class 7 contains 1768 members 
Mstep: Class 8 contains 4362 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51135 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 18548 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 91590 members 
Mstep: Class 16 contains 54017 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 39056 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 710 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 46728 members 
Mstep: Class 24 contains 20448 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 54587 members 
Mstep: Class 28 contains 19893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35820872.000000 Penalty: 16906.982422
Iteration 111Q: 29 clusters Score -3.582087e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 49259 members 
Mstep: Class 3 contains 3929 members 
Mstep: Class 4 contains 16968 members 
Mstep: Class 5 contains 21473 members 
Mstep: Class 6 contains 79970 members 
Mstep: Class 7 contains 1774 members 
Mstep: Class 8 contains 4373 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51026 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 18554 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 91924 members 
Mstep: Class 16 contains 53758 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 36555 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 663 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 46593 members 
Mstep: Class 24 contains 20856 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 56133 members 
Mstep: Class 28 contains 20575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35820764.000000 Penalty: 16906.982422
Iteration 112Q: 29 clusters Score -3.582076e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 49588 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 16724 members 
Mstep: Class 5 contains 21472 members 
Mstep: Class 6 contains 80082 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 4382 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50880 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 18557 members 
Mstep: Class 14 contains 837 members 
Mstep: Class 15 contains 92088 members 
Mstep: Class 16 contains 53477 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 34264 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 46475 members 
Mstep: Class 24 contains 21273 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 57586 members 
Mstep: Class 28 contains 21244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35820728.000000 Penalty: 16906.982422
Iteration 113Q: 29 clusters Score -3.582073e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 49918 members 
Mstep: Class 3 contains 3838 members 
Mstep: Class 4 contains 16487 members 
Mstep: Class 5 contains 21472 members 
Mstep: Class 6 contains 80289 members 
Mstep: Class 7 contains 1788 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50737 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 18557 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 92111 members 
Mstep: Class 16 contains 53066 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 32130 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 569 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 46308 members 
Mstep: Class 24 contains 21622 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 59129 members 
Mstep: Class 28 contains 21961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 600.078979 but Gain 603.820312
Score: -35820548.000000 Penalty: 16303.162109
Iteration 114Q: 28 clusters Score -3.582055e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 50226 members 
Mstep: Class 3 contains 3795 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 21477 members 
Mstep: Class 6 contains 80410 members 
Mstep: Class 7 contains 1789 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50573 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 18562 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 91945 members 
Mstep: Class 16 contains 52733 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 30100 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 46049 members 
Mstep: Class 24 contains 22014 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 61322 members 
Mstep: Class 28 contains 22698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35821024.000000 Penalty: 16303.162109
Iteration 115Q: 28 clusters Score -3.582102e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 50514 members 
Mstep: Class 3 contains 3754 members 
Mstep: Class 4 contains 16045 members 
Mstep: Class 5 contains 21481 members 
Mstep: Class 6 contains 80608 members 
Mstep: Class 7 contains 1787 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50414 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 18568 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 91555 members 
Mstep: Class 16 contains 52432 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 28116 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 45766 members 
Mstep: Class 24 contains 22311 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 63139 members 
Mstep: Class 28 contains 23435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35820584.000000 Penalty: 16303.162109
Iteration 116Q: 28 clusters Score -3.582058e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 50808 members 
Mstep: Class 3 contains 3719 members 
Mstep: Class 4 contains 15820 members 
Mstep: Class 5 contains 21490 members 
Mstep: Class 6 contains 80808 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 4484 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50260 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 18573 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 91035 members 
Mstep: Class 16 contains 52186 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 26160 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 45506 members 
Mstep: Class 24 contains 22591 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 65045 members 
Mstep: Class 28 contains 24105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35820680.000000 Penalty: 16303.162109
Iteration 117Q: 28 clusters Score -3.582068e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 51068 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 15611 members 
Mstep: Class 5 contains 21497 members 
Mstep: Class 6 contains 80862 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 4519 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50103 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 18576 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 90291 members 
Mstep: Class 16 contains 51982 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 24422 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 45274 members 
Mstep: Class 24 contains 22889 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 67063 members 
Mstep: Class 28 contains 24754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35820852.000000 Penalty: 16303.162109
Iteration 118Q: 28 clusters Score -3.582085e+07 nChanged 6280
Entering ConstructFrom: 
Score: -35820852.000000 Penalty: 16303.162109
Entering ConstructFrom: 
Trying to split cluster 1 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -13720.631836 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -13720.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13403.708984 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -13403.71 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13453.546875 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -13453.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13462.104492 Penalty: 494.070465
	Iteration 2Q: 3 clusters Score -13462.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13478.516602 Penalty: 494.070465
	Iteration 3Q: 3 clusters Score -13478.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13493.251953 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -13493.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13494.779297 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -13494.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13496.010742 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -13496.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13497.005859 Penalty: 494.070465
	Iteration 7Q: 3 clusters Score -13497.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13500.277344 Penalty: 494.070465
	Iteration 8Q: 3 clusters Score -13500.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13503.867188 Penalty: 494.070465
	Iteration 9Q: 3 clusters Score -13503.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13505.780273 Penalty: 494.070465
	Iteration 10Q: 3 clusters Score -13505.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13505.780273 Penalty: 494.070465
	Iteration 11F: 3 clusters Score -13505.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Entering Unmasked Estep 
Score: -3069746.000000 Penalty: 493.509491
	Iteration 0F: 2 clusters Score -3069746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -3035299.500000 Penalty: 987.018982
	Iteration 0F: 3 clusters Score -3035300 nChanged 24719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3051011.250000 Penalty: 987.018982
	Iteration 1F: 3 clusters Score -3051011 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -3052895.750000 Penalty: 987.018982
	Iteration 2F: 3 clusters Score -3052896 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3055770.000000 Penalty: 987.018982
	Iteration 3F: 3 clusters Score -3055770 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -3059779.250000 Penalty: 987.018982
	Iteration 4F: 3 clusters Score -3059779 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -3064175.750000 Penalty: 987.018982
	Iteration 5F: 3 clusters Score -3064176 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3067476.500000 Penalty: 987.018982
	Iteration 6F: 3 clusters Score -3067476 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3068835.000000 Penalty: 987.018982
	Iteration 7Q: 3 clusters Score -3068835 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -3069199.250000 Penalty: 987.018982
	Iteration 8Q: 3 clusters Score -3069199 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3069279.500000 Penalty: 987.018982
	Iteration 9Q: 3 clusters Score -3069280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3069303.000000 Penalty: 987.018982
	Iteration 10Q: 3 clusters Score -3069303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3069319.000000 Penalty: 987.018982
	Iteration 11Q: 3 clusters Score -3069319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3069322.750000 Penalty: 987.018982
	Iteration 12Q: 3 clusters Score -3069323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3069326.750000 Penalty: 987.018982
	Iteration 13Q: 3 clusters Score -3069327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3069326.750000 Penalty: 987.018982
	Iteration 14F: 3 clusters Score -3069327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Entering Unmasked Estep 
Score: -210168.718750 Penalty: 373.212952
	Iteration 0F: 2 clusters Score -210168.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -207716.546875 Penalty: 746.425903
	Iteration 0F: 3 clusters Score -207716.5 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -208637.718750 Penalty: 746.425903
	Iteration 1F: 3 clusters Score -208637.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -208775.421875 Penalty: 746.425903
	Iteration 2F: 3 clusters Score -208775.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -208887.046875 Penalty: 746.425903
	Iteration 3F: 3 clusters Score -208887 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -208987.281250 Penalty: 746.425903
	Iteration 4F: 3 clusters Score -208987.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -209089.718750 Penalty: 746.425903
	Iteration 5F: 3 clusters Score -209089.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -209191.312500 Penalty: 746.425903
	Iteration 6Q: 3 clusters Score -209191.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -209287.640625 Penalty: 746.425903
	Iteration 7Q: 3 clusters Score -209287.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -209380.703125 Penalty: 746.425903
	Iteration 8Q: 3 clusters Score -209380.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -209440.093750 Penalty: 746.425903
	Iteration 9Q: 3 clusters Score -209440.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -209468.328125 Penalty: 746.425903
	Iteration 10Q: 3 clusters Score -209468.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -209488.953125 Penalty: 746.425903
	Iteration 11Q: 3 clusters Score -209489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -209503.046875 Penalty: 746.425903
	Iteration 12Q: 3 clusters Score -209503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -209512.453125 Penalty: 746.425903
	Iteration 13Q: 3 clusters Score -209512.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -209520.625000 Penalty: 746.425903
	Iteration 14Q: 3 clusters Score -209520.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -209527.625000 Penalty: 746.425903
	Iteration 15Q: 3 clusters Score -209527.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -209535.468750 Penalty: 746.425903
	Iteration 16Q: 3 clusters Score -209535.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -209542.468750 Penalty: 746.425903
	Iteration 17Q: 3 clusters Score -209542.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -209546.187500 Penalty: 746.425903
	Iteration 18Q: 3 clusters Score -209546.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -209551.546875 Penalty: 746.425903
	Iteration 19Q: 3 clusters Score -209551.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -209556.625000 Penalty: 746.425903
	Iteration 20F: 3 clusters Score -209556.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -209561.187500 Penalty: 746.425903
	Iteration 21Q: 3 clusters Score -209561.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -209567.078125 Penalty: 746.425903
	Iteration 22Q: 3 clusters Score -209567.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -209574.140625 Penalty: 746.425903
	Iteration 23Q: 3 clusters Score -209574.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -209580.062500 Penalty: 746.425903
	Iteration 24Q: 3 clusters Score -209580.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -209587.250000 Penalty: 746.425903
	Iteration 25Q: 3 clusters Score -209587.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -209590.921875 Penalty: 746.425903
	Iteration 26Q: 3 clusters Score -209590.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -209594.890625 Penalty: 746.425903
	Iteration 27Q: 3 clusters Score -209594.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -209599.796875 Penalty: 746.425903
	Iteration 28Q: 3 clusters Score -209599.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -209603.046875 Penalty: 746.425903
	Iteration 29Q: 3 clusters Score -209603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -209606.546875 Penalty: 746.425903
	Iteration 30Q: 3 clusters Score -209606.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -209610.718750 Penalty: 746.425903
	Iteration 31Q: 3 clusters Score -209610.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -209615.593750 Penalty: 746.425903
	Iteration 32Q: 3 clusters Score -209615.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -209620.187500 Penalty: 746.425903
	Iteration 33Q: 3 clusters Score -209620.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -209626.343750 Penalty: 746.425903
	Iteration 34Q: 3 clusters Score -209626.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -209631.000000 Penalty: 746.425903
	Iteration 35Q: 3 clusters Score -209631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -209635.890625 Penalty: 746.425903
	Iteration 36Q: 3 clusters Score -209635.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -209638.812500 Penalty: 746.425903
	Iteration 37Q: 3 clusters Score -209638.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -209641.734375 Penalty: 746.425903
	Iteration 38Q: 3 clusters Score -209641.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -209644.828125 Penalty: 746.425903
	Iteration 39Q: 3 clusters Score -209644.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -209649.328125 Penalty: 746.425903
	Iteration 40F: 3 clusters Score -209649.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -209654.921875 Penalty: 746.425903
	Iteration 41Q: 3 clusters Score -209654.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -209659.015625 Penalty: 746.425903
	Iteration 42Q: 3 clusters Score -209659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -209663.468750 Penalty: 746.425903
	Iteration 43Q: 3 clusters Score -209663.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -209668.875000 Penalty: 746.425903
	Iteration 44Q: 3 clusters Score -209668.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -209672.265625 Penalty: 746.425903
	Iteration 45Q: 3 clusters Score -209672.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -209674.687500 Penalty: 746.425903
	Iteration 46Q: 3 clusters Score -209674.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -209677.031250 Penalty: 746.425903
	Iteration 47Q: 3 clusters Score -209677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -209678.843750 Penalty: 746.425903
	Iteration 48Q: 3 clusters Score -209678.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -209681.937500 Penalty: 746.425903
	Iteration 49Q: 3 clusters Score -209681.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -209686.000000 Penalty: 746.425903
	Iteration 50Q: 3 clusters Score -209686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -209690.031250 Penalty: 746.425903
	Iteration 51Q: 3 clusters Score -209690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -209694.750000 Penalty: 746.425903
	Iteration 52Q: 3 clusters Score -209694.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -209700.421875 Penalty: 746.425903
	Iteration 53Q: 3 clusters Score -209700.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -209706.328125 Penalty: 746.425903
	Iteration 54Q: 3 clusters Score -209706.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -209712.796875 Penalty: 746.425903
	Iteration 55Q: 3 clusters Score -209712.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -209719.390625 Penalty: 746.425903
	Iteration 56Q: 3 clusters Score -209719.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -209726.828125 Penalty: 746.425903
	Iteration 57Q: 3 clusters Score -209726.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -209733.171875 Penalty: 746.425903
	Iteration 58Q: 3 clusters Score -209733.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -209738.093750 Penalty: 746.425903
	Iteration 59Q: 3 clusters Score -209738.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -209742.625000 Penalty: 746.425903
	Iteration 60F: 3 clusters Score -209742.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -209747.703125 Penalty: 746.425903
	Iteration 61Q: 3 clusters Score -209747.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -209755.140625 Penalty: 746.425903
	Iteration 62Q: 3 clusters Score -209755.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -209765.609375 Penalty: 746.425903
	Iteration 63Q: 3 clusters Score -209765.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -209769.921875 Penalty: 746.425903
	Iteration 64Q: 3 clusters Score -209769.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -209774.250000 Penalty: 746.425903
	Iteration 65Q: 3 clusters Score -209774.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -209776.640625 Penalty: 746.425903
	Iteration 66Q: 3 clusters Score -209776.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -209779.453125 Penalty: 746.425903
	Iteration 67Q: 3 clusters Score -209779.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -209780.796875 Penalty: 746.425903
	Iteration 68Q: 3 clusters Score -209780.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -209783.296875 Penalty: 746.425903
	Iteration 69Q: 3 clusters Score -209783.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -209787.359375 Penalty: 746.425903
	Iteration 70Q: 3 clusters Score -209787.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -209791.000000 Penalty: 746.425903
	Iteration 71Q: 3 clusters Score -209791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -209793.484375 Penalty: 746.425903
	Iteration 72Q: 3 clusters Score -209793.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -209796.250000 Penalty: 746.425903
	Iteration 73Q: 3 clusters Score -209796.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -209798.984375 Penalty: 746.425903
	Iteration 74Q: 3 clusters Score -209799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -209801.875000 Penalty: 746.425903
	Iteration 75Q: 3 clusters Score -209801.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -209808.437500 Penalty: 746.425903
	Iteration 76Q: 3 clusters Score -209808.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -209813.312500 Penalty: 746.425903
	Iteration 77Q: 3 clusters Score -209813.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -209815.750000 Penalty: 746.425903
	Iteration 78Q: 3 clusters Score -209815.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -209820.031250 Penalty: 746.425903
	Iteration 79Q: 3 clusters Score -209820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -209827.968750 Penalty: 746.425903
	Iteration 80F: 3 clusters Score -209828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -209837.937500 Penalty: 746.425903
	Iteration 81Q: 3 clusters Score -209837.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -209842.781250 Penalty: 746.425903
	Iteration 82Q: 3 clusters Score -209842.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -209844.359375 Penalty: 746.425903
	Iteration 83Q: 3 clusters Score -209844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -209844.953125 Penalty: 746.425903
	Iteration 84Q: 3 clusters Score -209845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -209845.734375 Penalty: 746.425903
	Iteration 85Q: 3 clusters Score -209845.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -209845.718750 Penalty: 746.425903
	Iteration 86Q: 3 clusters Score -209845.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -209846.062500 Penalty: 746.425903
	Iteration 87Q: 3 clusters Score -209846.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -209846.062500 Penalty: 746.425903
	Iteration 88F: 3 clusters Score -209846.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Entering Unmasked Estep 
Score: -942565.000000 Penalty: 438.692963
	Iteration 0F: 2 clusters Score -942565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -932179.000000 Penalty: 877.385925
	Iteration 0F: 3 clusters Score -932179 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -936256.062500 Penalty: 877.385925
	Iteration 1F: 3 clusters Score -936256.1 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -936468.437500 Penalty: 877.385925
	Iteration 2Q: 3 clusters Score -936468.4 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -936753.937500 Penalty: 877.385925
	Iteration 3Q: 3 clusters Score -936753.9 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -937230.625000 Penalty: 877.385925
	Iteration 4F: 3 clusters Score -937230.6 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -938044.937500 Penalty: 877.385925
	Iteration 5F: 3 clusters Score -938044.9 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -939220.812500 Penalty: 877.385925
	Iteration 6F: 3 clusters Score -939220.8 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -940463.000000 Penalty: 877.385925
	Iteration 7F: 3 clusters Score -940463 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -941432.500000 Penalty: 877.385925
	Iteration 8F: 3 clusters Score -941432.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -941985.125000 Penalty: 877.385925
	Iteration 9Q: 3 clusters Score -941985.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -942247.312500 Penalty: 877.385925
	Iteration 10Q: 3 clusters Score -942247.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -942329.562500 Penalty: 877.385925
	Iteration 11Q: 3 clusters Score -942329.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -942348.437500 Penalty: 877.385925
	Iteration 12Q: 3 clusters Score -942348.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -942362.562500 Penalty: 877.385925
	Iteration 13Q: 3 clusters Score -942362.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -942373.250000 Penalty: 877.385925
	Iteration 14Q: 3 clusters Score -942373.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -942382.687500 Penalty: 877.385925
	Iteration 15Q: 3 clusters Score -942382.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -942391.812500 Penalty: 877.385925
	Iteration 16Q: 3 clusters Score -942391.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -942397.187500 Penalty: 877.385925
	Iteration 17Q: 3 clusters Score -942397.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -942399.250000 Penalty: 877.385925
	Iteration 18Q: 3 clusters Score -942399.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -942399.437500 Penalty: 877.385925
	Iteration 19Q: 3 clusters Score -942399.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -942400.812500 Penalty: 877.385925
	Iteration 20F: 3 clusters Score -942400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -942401.125000 Penalty: 877.385925
	Iteration 21Q: 3 clusters Score -942401.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -942399.875000 Penalty: 877.385925
	Iteration 22Q: 3 clusters Score -942399.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -942398.750000 Penalty: 877.385925
	Iteration 23Q: 3 clusters Score -942398.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -942398.750000 Penalty: 877.385925
	Iteration 24F: 3 clusters Score -942398.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Entering Unmasked Estep 
Score: -1356113.000000 Penalty: 453.897156
	Iteration 0F: 2 clusters Score -1356113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1341682.750000 Penalty: 907.794312
	Iteration 0F: 3 clusters Score -1341683 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1347560.750000 Penalty: 907.794312
	Iteration 1F: 3 clusters Score -1347561 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1347903.500000 Penalty: 907.794312
	Iteration 2Q: 3 clusters Score -1347904 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1348462.250000 Penalty: 907.794312
	Iteration 3F: 3 clusters Score -1348462 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1349329.625000 Penalty: 907.794312
	Iteration 4F: 3 clusters Score -1349330 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1350597.625000 Penalty: 907.794312
	Iteration 5F: 3 clusters Score -1350598 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1352040.625000 Penalty: 907.794312
	Iteration 6F: 3 clusters Score -1352041 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1353327.500000 Penalty: 907.794312
	Iteration 7F: 3 clusters Score -1353328 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1354379.625000 Penalty: 907.794312
	Iteration 8F: 3 clusters Score -1354380 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1355107.875000 Penalty: 907.794312
	Iteration 9Q: 3 clusters Score -1355108 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1355503.750000 Penalty: 907.794312
	Iteration 10Q: 3 clusters Score -1355504 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1355675.625000 Penalty: 907.794312
	Iteration 11Q: 3 clusters Score -1355676 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1355772.750000 Penalty: 907.794312
	Iteration 12Q: 3 clusters Score -1355773 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1355798.125000 Penalty: 907.794312
	Iteration 13Q: 3 clusters Score -1355798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1355807.125000 Penalty: 907.794312
	Iteration 14Q: 3 clusters Score -1355807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1355817.875000 Penalty: 907.794312
	Iteration 15Q: 3 clusters Score -1355818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1355823.875000 Penalty: 907.794312
	Iteration 16Q: 3 clusters Score -1355824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1355824.875000 Penalty: 907.794312
	Iteration 17Q: 3 clusters Score -1355825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1355825.875000 Penalty: 907.794312
	Iteration 18Q: 3 clusters Score -1355826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1355828.125000 Penalty: 907.794312
	Iteration 19Q: 3 clusters Score -1355828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1355834.500000 Penalty: 907.794312
	Iteration 20F: 3 clusters Score -1355834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1355835.750000 Penalty: 907.794312
	Iteration 21Q: 3 clusters Score -1355836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1355837.375000 Penalty: 907.794312
	Iteration 22Q: 3 clusters Score -1355837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1355838.250000 Penalty: 907.794312
	Iteration 23Q: 3 clusters Score -1355838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1355842.625000 Penalty: 907.794312
	Iteration 24Q: 3 clusters Score -1355843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1355846.250000 Penalty: 907.794312
	Iteration 25Q: 3 clusters Score -1355846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1355847.375000 Penalty: 907.794312
	Iteration 26Q: 3 clusters Score -1355847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1355846.250000 Penalty: 907.794312
	Iteration 27Q: 3 clusters Score -1355846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -1355847.125000 Penalty: 907.794312
	Iteration 28Q: 3 clusters Score -1355847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1355846.250000 Penalty: 907.794312
	Iteration 29Q: 3 clusters Score -1355846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1355846.250000 Penalty: 907.794312
	Iteration 30F: 3 clusters Score -1355846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (80923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80923 members 
Entering Unmasked Estep 
Score: -5294966.500000 Penalty: 514.207031
	Iteration 0F: 2 clusters Score -5294966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -5244061.000000 Penalty: 1028.414062
	Iteration 0F: 3 clusters Score -5244061 nChanged 39415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -5270627.500000 Penalty: 1028.414062
	Iteration 1F: 3 clusters Score -5270628 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -5275664.500000 Penalty: 1028.414062
	Iteration 2F: 3 clusters Score -5275664 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -5282495.000000 Penalty: 1028.414062
	Iteration 3F: 3 clusters Score -5282495 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -5289619.500000 Penalty: 1028.414062
	Iteration 4F: 3 clusters Score -5289620 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -5294068.500000 Penalty: 1028.414062
	Iteration 5F: 3 clusters Score -5294068 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52567 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -5295244.000000 Penalty: 1028.414062
	Iteration 6Q: 3 clusters Score -5295244 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -5295350.500000 Penalty: 1028.414062
	Iteration 7Q: 3 clusters Score -5295350 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -5295436.000000 Penalty: 1028.414062
	Iteration 8Q: 3 clusters Score -5295436 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -5295471.500000 Penalty: 1028.414062
	Iteration 9Q: 3 clusters Score -5295472 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -5295446.000000 Penalty: 1028.414062
	Iteration 10Q: 3 clusters Score -5295446 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -5295467.000000 Penalty: 1028.414062
	Iteration 11Q: 3 clusters Score -5295467 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -5295460.500000 Penalty: 1028.414062
	Iteration 12Q: 3 clusters Score -5295460 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -5295505.500000 Penalty: 1028.414062
	Iteration 13Q: 3 clusters Score -5295506 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -5295443.500000 Penalty: 1028.414062
	Iteration 14Q: 3 clusters Score -5295444 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -5295450.000000 Penalty: 1028.414062
	Iteration 15Q: 3 clusters Score -5295450 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -5295394.500000 Penalty: 1028.414062
	Iteration 16Q: 3 clusters Score -5295394 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -5295340.500000 Penalty: 1028.414062
	Iteration 17Q: 3 clusters Score -5295340 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -5295396.000000 Penalty: 1028.414062
	Iteration 18Q: 3 clusters Score -5295396 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -5295394.000000 Penalty: 1028.414062
	Iteration 19Q: 3 clusters Score -5295394 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -5295425.500000 Penalty: 1028.414062
	Iteration 20F: 3 clusters Score -5295426 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -5295411.500000 Penalty: 1028.414062
	Iteration 21Q: 3 clusters Score -5295412 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -5295432.500000 Penalty: 1028.414062
	Iteration 22Q: 3 clusters Score -5295432 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -5295419.500000 Penalty: 1028.414062
	Iteration 23Q: 3 clusters Score -5295420 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -5295430.000000 Penalty: 1028.414062
	Iteration 24Q: 3 clusters Score -5295430 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -5295413.500000 Penalty: 1028.414062
	Iteration 25Q: 3 clusters Score -5295414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -5295415.500000 Penalty: 1028.414062
	Iteration 26Q: 3 clusters Score -5295416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -5295425.000000 Penalty: 1028.414062
	Iteration 27Q: 3 clusters Score -5295425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -5295426.500000 Penalty: 1028.414062
	Iteration 28Q: 3 clusters Score -5295426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -5295422.500000 Penalty: 1028.414062
	Iteration 29Q: 3 clusters Score -5295422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -5295423.000000 Penalty: 1028.414062
	Iteration 30Q: 3 clusters Score -5295423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -5295422.500000 Penalty: 1028.414062
	Iteration 31Q: 3 clusters Score -5295422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -5295421.500000 Penalty: 1028.414062
	Iteration 32Q: 3 clusters Score -5295422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -5295425.000000 Penalty: 1028.414062
	Iteration 33Q: 3 clusters Score -5295425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -5295429.000000 Penalty: 1028.414062
	Iteration 34Q: 3 clusters Score -5295429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -5295429.000000 Penalty: 1028.414062
	Iteration 35Q: 3 clusters Score -5295429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -5295432.500000 Penalty: 1028.414062
	Iteration 36Q: 3 clusters Score -5295432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -5295428.000000 Penalty: 1028.414062
	Iteration 37Q: 3 clusters Score -5295428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -5295430.500000 Penalty: 1028.414062
	Iteration 38Q: 3 clusters Score -5295430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -5295431.000000 Penalty: 1028.414062
	Iteration 39Q: 3 clusters Score -5295431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -5295428.000000 Penalty: 1028.414062
	Iteration 40F: 3 clusters Score -5295428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -5295434.000000 Penalty: 1028.414062
	Iteration 41Q: 3 clusters Score -5295434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -5295432.500000 Penalty: 1028.414062
	Iteration 42Q: 3 clusters Score -5295432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -5295435.500000 Penalty: 1028.414062
	Iteration 43Q: 3 clusters Score -5295436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -5295438.500000 Penalty: 1028.414062
	Iteration 44Q: 3 clusters Score -5295438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -5295437.000000 Penalty: 1028.414062
	Iteration 45Q: 3 clusters Score -5295437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -5295435.000000 Penalty: 1028.414062
	Iteration 46Q: 3 clusters Score -5295435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -5295436.000000 Penalty: 1028.414062
	Iteration 47Q: 3 clusters Score -5295436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -5295437.500000 Penalty: 1028.414062
	Iteration 48Q: 3 clusters Score -5295438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -5295437.500000 Penalty: 1028.414062
	Iteration 49F: 3 clusters Score -5295438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 51347 members 
Mstep: Class 3 contains 3650 members 
Mstep: Class 4 contains 15392 members 
Mstep: Class 5 contains 21499 members 
Mstep: Class 6 contains 40609 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 4553 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50031 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 18578 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 89568 members 
Mstep: Class 16 contains 51657 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 22732 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 417 members 
Mstep: Class 21 contains 40314 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 45081 members 
Mstep: Class 24 contains 23144 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 69051 members 
Mstep: Class 28 contains 25391 members 
Entering Unmasked Estep 
Score: -35820732.000000 Penalty: 16906.982422
Splitting cluster 6 changes total score from -35820852.000000 to -35820732.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -113172.476562 Penalty: 340.436432
	Iteration 0F: 2 clusters Score -113172.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -111870.085938 Penalty: 680.872864
	Iteration 0F: 3 clusters Score -111870.1 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -112305.398438 Penalty: 680.872864
	Iteration 1F: 3 clusters Score -112305.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -112402.531250 Penalty: 680.872864
	Iteration 2F: 3 clusters Score -112402.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -112513.460938 Penalty: 680.872864
	Iteration 3F: 3 clusters Score -112513.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -112597.554688 Penalty: 680.872864
	Iteration 4F: 3 clusters Score -112597.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -112667.171875 Penalty: 680.872864
	Iteration 5F: 3 clusters Score -112667.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -112715.914062 Penalty: 680.872864
	Iteration 6Q: 3 clusters Score -112715.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -112765.570312 Penalty: 680.872864
	Iteration 7Q: 3 clusters Score -112765.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -112803.679688 Penalty: 680.872864
	Iteration 8Q: 3 clusters Score -112803.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -112831.023438 Penalty: 680.872864
	Iteration 9Q: 3 clusters Score -112831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -112856.054688 Penalty: 680.872864
	Iteration 10Q: 3 clusters Score -112856.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -112872.773438 Penalty: 680.872864
	Iteration 11Q: 3 clusters Score -112872.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -112879.742188 Penalty: 680.872864
	Iteration 12Q: 3 clusters Score -112879.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -112883.476562 Penalty: 680.872864
	Iteration 13Q: 3 clusters Score -112883.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -112886.601562 Penalty: 680.872864
	Iteration 14Q: 3 clusters Score -112886.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -112890.492188 Penalty: 680.872864
	Iteration 15Q: 3 clusters Score -112890.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -112893.390625 Penalty: 680.872864
	Iteration 16Q: 3 clusters Score -112893.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -112896.273438 Penalty: 680.872864
	Iteration 17Q: 3 clusters Score -112896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -112898.500000 Penalty: 680.872864
	Iteration 18Q: 3 clusters Score -112898.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -112900.859375 Penalty: 680.872864
	Iteration 19Q: 3 clusters Score -112900.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -112902.976562 Penalty: 680.872864
	Iteration 20F: 3 clusters Score -112903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -112904.835938 Penalty: 680.872864
	Iteration 21Q: 3 clusters Score -112904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -112906.351562 Penalty: 680.872864
	Iteration 22Q: 3 clusters Score -112906.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -112907.359375 Penalty: 680.872864
	Iteration 23Q: 3 clusters Score -112907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -112908.265625 Penalty: 680.872864
	Iteration 24Q: 3 clusters Score -112908.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -112908.906250 Penalty: 680.872864
	Iteration 25Q: 3 clusters Score -112908.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -112909.507812 Penalty: 680.872864
	Iteration 26Q: 3 clusters Score -112909.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -112909.640625 Penalty: 680.872864
	Iteration 27Q: 3 clusters Score -112909.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -112909.640625 Penalty: 680.872864
	Iteration 28F: 3 clusters Score -112909.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Entering Unmasked Estep 
Score: -290180.906250 Penalty: 383.271149
	Iteration 0F: 2 clusters Score -290180.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -287134.125000 Penalty: 766.542297
	Iteration 0F: 3 clusters Score -287134.1 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -288253.843750 Penalty: 766.542297
	Iteration 1F: 3 clusters Score -288253.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -288660.406250 Penalty: 766.542297
	Iteration 2F: 3 clusters Score -288660.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -289261.750000 Penalty: 766.542297
	Iteration 3F: 3 clusters Score -289261.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -289819.500000 Penalty: 766.542297
	Iteration 4F: 3 clusters Score -289819.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -290219.031250 Penalty: 766.542297
	Iteration 5F: 3 clusters Score -290219 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -290407.843750 Penalty: 766.542297
	Iteration 6F: 3 clusters Score -290407.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -290448.843750 Penalty: 766.542297
	Iteration 7Q: 3 clusters Score -290448.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -290459.312500 Penalty: 766.542297
	Iteration 8Q: 3 clusters Score -290459.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -290467.843750 Penalty: 766.542297
	Iteration 9Q: 3 clusters Score -290467.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -290472.625000 Penalty: 766.542297
	Iteration 10Q: 3 clusters Score -290472.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -290474.531250 Penalty: 766.542297
	Iteration 11Q: 3 clusters Score -290474.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -290474.718750 Penalty: 766.542297
	Iteration 12Q: 3 clusters Score -290474.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -290475.906250 Penalty: 766.542297
	Iteration 13Q: 3 clusters Score -290475.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -290477.812500 Penalty: 766.542297
	Iteration 14Q: 3 clusters Score -290477.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -290479.468750 Penalty: 766.542297
	Iteration 15Q: 3 clusters Score -290479.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -290480.656250 Penalty: 766.542297
	Iteration 16Q: 3 clusters Score -290480.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -290481.250000 Penalty: 766.542297
	Iteration 17Q: 3 clusters Score -290481.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -290482.093750 Penalty: 766.542297
	Iteration 18Q: 3 clusters Score -290482.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -290481.781250 Penalty: 766.542297
	Iteration 19Q: 3 clusters Score -290481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -290481.781250 Penalty: 766.542297
	Iteration 20F: 3 clusters Score -290481.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 51347 members 
Mstep: Class 3 contains 3650 members 
Mstep: Class 4 contains 15392 members 
Mstep: Class 5 contains 21499 members 
Mstep: Class 6 contains 80923 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 1105 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50031 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 18578 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 89568 members 
Mstep: Class 16 contains 51657 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 22732 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 417 members 
Mstep: Class 21 contains 3448 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 45081 members 
Mstep: Class 24 contains 23144 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 69051 members 
Mstep: Class 28 contains 25391 members 
Entering Unmasked Estep 
Score: -35820416.000000 Penalty: 16906.982422
Splitting cluster 8 changes total score from -35820852.000000 to -35820416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -13538.656250 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -13538.66 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 141 members 
Entering Unmasked Estep 
Score: -13211.273438 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -13211.27 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13292.112305 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -13292.11 nChanged 23
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: -13326.225586 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -13326.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13350.322266 Penalty: 506.719360
	Iteration 3F: 3 clusters Score -13350.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13366.331055 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -13366.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13375.717773 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -13375.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13388.360352 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -13388.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13402.736328 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -13402.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13424.183594 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -13424.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13449.962891 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -13449.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13465.002930 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -13465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13472.186523 Penalty: 506.719360
	Iteration 11Q: 3 clusters Score -13472.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13479.162109 Penalty: 506.719360
	Iteration 12Q: 3 clusters Score -13479.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13489.874023 Penalty: 506.719360
	Iteration 13Q: 3 clusters Score -13489.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13496.405273 Penalty: 506.719360
	Iteration 14Q: 3 clusters Score -13496.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13496.405273 Penalty: 506.719360
	Iteration 15F: 3 clusters Score -13496.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Entering Unmasked Estep 
Score: -3018205.500000 Penalty: 492.328125
	Iteration 0F: 2 clusters Score -3018206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -2984477.000000 Penalty: 984.656250
	Iteration 0F: 3 clusters Score -2984477 nChanged 24216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -2998951.500000 Penalty: 984.656250
	Iteration 1F: 3 clusters Score -2998952 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -2999887.250000 Penalty: 984.656250
	Iteration 2Q: 3 clusters Score -2999887 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -3001397.000000 Penalty: 984.656250
	Iteration 3F: 3 clusters Score -3001397 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -3003709.250000 Penalty: 984.656250
	Iteration 4F: 3 clusters Score -3003709 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3006946.250000 Penalty: 984.656250
	Iteration 5F: 3 clusters Score -3006946 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -3010414.000000 Penalty: 984.656250
	Iteration 6F: 3 clusters Score -3010414 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3012392.250000 Penalty: 984.656250
	Iteration 7F: 3 clusters Score -3012392 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3013219.500000 Penalty: 984.656250
	Iteration 8Q: 3 clusters Score -3013220 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -3013762.750000 Penalty: 984.656250
	Iteration 9Q: 3 clusters Score -3013763 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3014261.250000 Penalty: 984.656250
	Iteration 10Q: 3 clusters Score -3014261 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3014640.500000 Penalty: 984.656250
	Iteration 11Q: 3 clusters Score -3014640 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3014933.250000 Penalty: 984.656250
	Iteration 12Q: 3 clusters Score -3014933 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -3015142.500000 Penalty: 984.656250
	Iteration 13Q: 3 clusters Score -3015142 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3015304.250000 Penalty: 984.656250
	Iteration 14Q: 3 clusters Score -3015304 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -3015433.000000 Penalty: 984.656250
	Iteration 15Q: 3 clusters Score -3015433 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3015508.000000 Penalty: 984.656250
	Iteration 16Q: 3 clusters Score -3015508 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -3015552.500000 Penalty: 984.656250
	Iteration 17Q: 3 clusters Score -3015552 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -3015573.000000 Penalty: 984.656250
	Iteration 18Q: 3 clusters Score -3015573 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3015591.000000 Penalty: 984.656250
	Iteration 19Q: 3 clusters Score -3015591 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -3015597.250000 Penalty: 984.656250
	Iteration 20F: 3 clusters Score -3015597 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -3015599.750000 Penalty: 984.656250
	Iteration 21Q: 3 clusters Score -3015600 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -3015615.000000 Penalty: 984.656250
	Iteration 22Q: 3 clusters Score -3015615 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -3015625.750000 Penalty: 984.656250
	Iteration 23Q: 3 clusters Score -3015626 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3015625.500000 Penalty: 984.656250
	Iteration 24Q: 3 clusters Score -3015626 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -3015637.750000 Penalty: 984.656250
	Iteration 25Q: 3 clusters Score -3015638 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3015642.750000 Penalty: 984.656250
	Iteration 26Q: 3 clusters Score -3015643 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -3015650.250000 Penalty: 984.656250
	Iteration 27Q: 3 clusters Score -3015650 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -3015643.250000 Penalty: 984.656250
	Iteration 28Q: 3 clusters Score -3015643 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -3015647.750000 Penalty: 984.656250
	Iteration 29Q: 3 clusters Score -3015648 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -3015650.500000 Penalty: 984.656250
	Iteration 30Q: 3 clusters Score -3015650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -3015642.250000 Penalty: 984.656250
	Iteration 31Q: 3 clusters Score -3015642 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -3015638.250000 Penalty: 984.656250
	Iteration 32Q: 3 clusters Score -3015638 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -3015646.750000 Penalty: 984.656250
	Iteration 33Q: 3 clusters Score -3015647 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3015652.250000 Penalty: 984.656250
	Iteration 34Q: 3 clusters Score -3015652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3015654.500000 Penalty: 984.656250
	Iteration 35Q: 3 clusters Score -3015654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -3015657.250000 Penalty: 984.656250
	Iteration 36Q: 3 clusters Score -3015657 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -3015667.000000 Penalty: 984.656250
	Iteration 37Q: 3 clusters Score -3015667 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3015671.500000 Penalty: 984.656250
	Iteration 38Q: 3 clusters Score -3015672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -3015675.500000 Penalty: 984.656250
	Iteration 39Q: 3 clusters Score -3015676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -3015668.250000 Penalty: 984.656250
	Iteration 40F: 3 clusters Score -3015668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -3015670.500000 Penalty: 984.656250
	Iteration 41Q: 3 clusters Score -3015670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -3015668.000000 Penalty: 984.656250
	Iteration 42Q: 3 clusters Score -3015668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -3015664.750000 Penalty: 984.656250
	Iteration 43Q: 3 clusters Score -3015665 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3015673.500000 Penalty: 984.656250
	Iteration 44Q: 3 clusters Score -3015674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -3015679.000000 Penalty: 984.656250
	Iteration 45Q: 3 clusters Score -3015679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -3015673.500000 Penalty: 984.656250
	Iteration 46Q: 3 clusters Score -3015674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -3015677.250000 Penalty: 984.656250
	Iteration 47Q: 3 clusters Score -3015677 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3015680.750000 Penalty: 984.656250
	Iteration 48Q: 3 clusters Score -3015681 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3015691.500000 Penalty: 984.656250
	Iteration 49Q: 3 clusters Score -3015692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -3015693.750000 Penalty: 984.656250
	Iteration 50Q: 3 clusters Score -3015694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -3015684.250000 Penalty: 984.656250
	Iteration 51Q: 3 clusters Score -3015684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -3015687.500000 Penalty: 984.656250
	Iteration 52Q: 3 clusters Score -3015688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3015687.750000 Penalty: 984.656250
	Iteration 53Q: 3 clusters Score -3015688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3015693.500000 Penalty: 984.656250
	Iteration 54Q: 3 clusters Score -3015694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -3015690.250000 Penalty: 984.656250
	Iteration 55Q: 3 clusters Score -3015690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3015696.500000 Penalty: 984.656250
	Iteration 56Q: 3 clusters Score -3015696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -3015700.250000 Penalty: 984.656250
	Iteration 57Q: 3 clusters Score -3015700 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3015697.500000 Penalty: 984.656250
	Iteration 58Q: 3 clusters Score -3015698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3015696.250000 Penalty: 984.656250
	Iteration 59Q: 3 clusters Score -3015696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -3015706.500000 Penalty: 984.656250
	Iteration 60F: 3 clusters Score -3015706 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -3015715.500000 Penalty: 984.656250
	Iteration 61Q: 3 clusters Score -3015716 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -3015723.500000 Penalty: 984.656250
	Iteration 62Q: 3 clusters Score -3015724 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -3015726.250000 Penalty: 984.656250
	Iteration 63Q: 3 clusters Score -3015726 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -3015745.000000 Penalty: 984.656250
	Iteration 64Q: 3 clusters Score -3015745 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -3015761.750000 Penalty: 984.656250
	Iteration 65Q: 3 clusters Score -3015762 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -3015778.000000 Penalty: 984.656250
	Iteration 66Q: 3 clusters Score -3015778 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -3015792.750000 Penalty: 984.656250
	Iteration 67Q: 3 clusters Score -3015793 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -3015818.250000 Penalty: 984.656250
	Iteration 68Q: 3 clusters Score -3015818 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -3015841.250000 Penalty: 984.656250
	Iteration 69Q: 3 clusters Score -3015841 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -3015865.500000 Penalty: 984.656250
	Iteration 70Q: 3 clusters Score -3015866 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -3015894.500000 Penalty: 984.656250
	Iteration 71Q: 3 clusters Score -3015894 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -3015930.250000 Penalty: 984.656250
	Iteration 72Q: 3 clusters Score -3015930 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -3015972.000000 Penalty: 984.656250
	Iteration 73Q: 3 clusters Score -3015972 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3016035.000000 Penalty: 984.656250
	Iteration 74Q: 3 clusters Score -3016035 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -3016111.000000 Penalty: 984.656250
	Iteration 75Q: 3 clusters Score -3016111 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -3016199.250000 Penalty: 984.656250
	Iteration 76Q: 3 clusters Score -3016199 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3016292.500000 Penalty: 984.656250
	Iteration 77Q: 3 clusters Score -3016292 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -3016414.750000 Penalty: 984.656250
	Iteration 78Q: 3 clusters Score -3016415 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3016524.000000 Penalty: 984.656250
	Iteration 79Q: 3 clusters Score -3016524 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3016655.250000 Penalty: 984.656250
	Iteration 80F: 3 clusters Score -3016655 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3016764.750000 Penalty: 984.656250
	Iteration 81Q: 3 clusters Score -3016765 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3016861.000000 Penalty: 984.656250
	Iteration 82Q: 3 clusters Score -3016861 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -3016975.500000 Penalty: 984.656250
	Iteration 83Q: 3 clusters Score -3016976 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3017096.000000 Penalty: 984.656250
	Iteration 84Q: 3 clusters Score -3017096 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3017208.750000 Penalty: 984.656250
	Iteration 85Q: 3 clusters Score -3017209 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3017318.500000 Penalty: 984.656250
	Iteration 86Q: 3 clusters Score -3017318 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3017411.250000 Penalty: 984.656250
	Iteration 87Q: 3 clusters Score -3017411 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3017486.500000 Penalty: 984.656250
	Iteration 88Q: 3 clusters Score -3017486 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3017552.500000 Penalty: 984.656250
	Iteration 89Q: 3 clusters Score -3017552 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3017580.250000 Penalty: 984.656250
	Iteration 90Q: 3 clusters Score -3017580 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3017612.250000 Penalty: 984.656250
	Iteration 91Q: 3 clusters Score -3017612 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3017648.000000 Penalty: 984.656250
	Iteration 92Q: 3 clusters Score -3017648 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3017673.250000 Penalty: 984.656250
	Iteration 93Q: 3 clusters Score -3017673 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3017691.500000 Penalty: 984.656250
	Iteration 94Q: 3 clusters Score -3017692 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3017722.250000 Penalty: 984.656250
	Iteration 95Q: 3 clusters Score -3017722 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3017747.000000 Penalty: 984.656250
	Iteration 96Q: 3 clusters Score -3017747 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3017767.750000 Penalty: 984.656250
	Iteration 97Q: 3 clusters Score -3017768 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3017782.000000 Penalty: 984.656250
	Iteration 98Q: 3 clusters Score -3017782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3017800.750000 Penalty: 984.656250
	Iteration 99Q: 3 clusters Score -3017801 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3017821.000000 Penalty: 984.656250
	Iteration 100F: 3 clusters Score -3017821 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3017828.750000 Penalty: 984.656250
	Iteration 101Q: 3 clusters Score -3017829 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3017845.750000 Penalty: 984.656250
	Iteration 102Q: 3 clusters Score -3017846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3017861.000000 Penalty: 984.656250
	Iteration 103Q: 3 clusters Score -3017861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3017865.250000 Penalty: 984.656250
	Iteration 104Q: 3 clusters Score -3017865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3017878.250000 Penalty: 984.656250
	Iteration 105Q: 3 clusters Score -3017878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3017882.500000 Penalty: 984.656250
	Iteration 106Q: 3 clusters Score -3017882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3017892.250000 Penalty: 984.656250
	Iteration 107Q: 3 clusters Score -3017892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3017897.250000 Penalty: 984.656250
	Iteration 108Q: 3 clusters Score -3017897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3017897.000000 Penalty: 984.656250
	Iteration 109Q: 3 clusters Score -3017897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3017899.500000 Penalty: 984.656250
	Iteration 110Q: 3 clusters Score -3017900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3017898.000000 Penalty: 984.656250
	Iteration 111Q: 3 clusters Score -3017898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3017901.500000 Penalty: 984.656250
	Iteration 112Q: 3 clusters Score -3017902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3017899.500000 Penalty: 984.656250
	Iteration 113Q: 3 clusters Score -3017900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3017899.750000 Penalty: 984.656250
	Iteration 114Q: 3 clusters Score -3017900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3017900.500000 Penalty: 984.656250
	Iteration 115Q: 3 clusters Score -3017900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3017899.500000 Penalty: 984.656250
	Iteration 116Q: 3 clusters Score -3017900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3017902.750000 Penalty: 984.656250
	Iteration 117Q: 3 clusters Score -3017903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3017902.000000 Penalty: 984.656250
	Iteration 118Q: 3 clusters Score -3017902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3017902.000000 Penalty: 984.656250
	Iteration 119F: 3 clusters Score -3017902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -42033.933594 Penalty: 302.705261
	Iteration 0F: 2 clusters Score -42033.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -41360.722656 Penalty: 605.410522
	Iteration 0F: 3 clusters Score -41360.72 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -41553.460938 Penalty: 605.410522
	Iteration 1F: 3 clusters Score -41553.46 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -41616.554688 Penalty: 605.410522
	Iteration 2F: 3 clusters Score -41616.55 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -41656.054688 Penalty: 605.410522
	Iteration 3F: 3 clusters Score -41656.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -41685.058594 Penalty: 605.410522
	Iteration 4Q: 3 clusters Score -41685.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -41710.328125 Penalty: 605.410522
	Iteration 5Q: 3 clusters Score -41710.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -41719.984375 Penalty: 605.410522
	Iteration 6Q: 3 clusters Score -41719.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -41724.773438 Penalty: 605.410522
	Iteration 7Q: 3 clusters Score -41724.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -41729.359375 Penalty: 605.410522
	Iteration 8Q: 3 clusters Score -41729.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -41735.652344 Penalty: 605.410522
	Iteration 9Q: 3 clusters Score -41735.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -41746.050781 Penalty: 605.410522
	Iteration 10Q: 3 clusters Score -41746.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -41753.234375 Penalty: 605.410522
	Iteration 11Q: 3 clusters Score -41753.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -41759.468750 Penalty: 605.410522
	Iteration 12Q: 3 clusters Score -41759.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -41763.648438 Penalty: 605.410522
	Iteration 13Q: 3 clusters Score -41763.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -41767.992188 Penalty: 605.410522
	Iteration 14Q: 3 clusters Score -41767.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -41772.167969 Penalty: 605.410522
	Iteration 15Q: 3 clusters Score -41772.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -41777.484375 Penalty: 605.410522
	Iteration 16Q: 3 clusters Score -41777.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -41783.460938 Penalty: 605.410522
	Iteration 17Q: 3 clusters Score -41783.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -41787.359375 Penalty: 605.410522
	Iteration 18Q: 3 clusters Score -41787.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -41792.250000 Penalty: 605.410522
	Iteration 19Q: 3 clusters Score -41792.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -41797.585938 Penalty: 605.410522
	Iteration 20F: 3 clusters Score -41797.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -41803.371094 Penalty: 605.410522
	Iteration 21Q: 3 clusters Score -41803.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -41803.542969 Penalty: 605.410522
	Iteration 22Q: 3 clusters Score -41803.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -41803.542969 Penalty: 605.410522
	Iteration 23F: 3 clusters Score -41803.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -79228.484375 Penalty: 326.762421
	Iteration 0F: 2 clusters Score -79228.48 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 637 members 
Entering Unmasked Estep 
Score: -78222.226562 Penalty: 653.524841
	Iteration 0F: 3 clusters Score -78222.23 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -78650.828125 Penalty: 653.524841
	Iteration 1F: 3 clusters Score -78650.83 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -78758.351562 Penalty: 653.524841
	Iteration 2F: 3 clusters Score -78758.35 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -78834.281250 Penalty: 653.524841
	Iteration 3F: 3 clusters Score -78834.28 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78911.820312 Penalty: 653.524841
	Iteration 4F: 3 clusters Score -78911.82 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79008.046875 Penalty: 653.524841
	Iteration 5F: 3 clusters Score -79008.05 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79089.960938 Penalty: 653.524841
	Iteration 6Q: 3 clusters Score -79089.96 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79160.203125 Penalty: 653.524841
	Iteration 7Q: 3 clusters Score -79160.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79200.609375 Penalty: 653.524841
	Iteration 8Q: 3 clusters Score -79200.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -79218.390625 Penalty: 653.524841
	Iteration 9Q: 3 clusters Score -79218.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -79225.984375 Penalty: 653.524841
	Iteration 10Q: 3 clusters Score -79225.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -79228.710938 Penalty: 653.524841
	Iteration 11Q: 3 clusters Score -79228.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -79230.453125 Penalty: 653.524841
	Iteration 12Q: 3 clusters Score -79230.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -79231.265625 Penalty: 653.524841
	Iteration 13Q: 3 clusters Score -79231.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -79232.375000 Penalty: 653.524841
	Iteration 14Q: 3 clusters Score -79232.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -79232.718750 Penalty: 653.524841
	Iteration 15Q: 3 clusters Score -79232.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -79232.953125 Penalty: 653.524841
	Iteration 16Q: 3 clusters Score -79232.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -79234.367188 Penalty: 653.524841
	Iteration 17Q: 3 clusters Score -79234.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -79234.570312 Penalty: 653.524841
	Iteration 18Q: 3 clusters Score -79234.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -79235.132812 Penalty: 653.524841
	Iteration 19Q: 3 clusters Score -79235.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -79235.132812 Penalty: 653.524841
	Iteration 20F: 3 clusters Score -79235.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 51347 members 
Mstep: Class 3 contains 3650 members 
Mstep: Class 4 contains 15392 members 
Mstep: Class 5 contains 21499 members 
Mstep: Class 6 contains 80923 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 4553 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50031 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1049 members 
Mstep: Class 13 contains 18578 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 89568 members 
Mstep: Class 16 contains 51657 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 22732 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 417 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 45081 members 
Mstep: Class 24 contains 23144 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 69051 members 
Mstep: Class 28 contains 25391 members 
Entering Unmasked Estep 
Score: -35820076.000000 Penalty: 16906.982422
Splitting cluster 12 changes total score from -35820852.000000 to -35820076.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (18578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Entering Unmasked Estep 
Score: -1157135.500000 Penalty: 447.252838
	Iteration 0F: 2 clusters Score -1157136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1144848.750000 Penalty: 894.505676
	Iteration 0F: 3 clusters Score -1144849 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1149976.000000 Penalty: 894.505676
	Iteration 1F: 3 clusters Score -1149976 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1150376.375000 Penalty: 894.505676
	Iteration 2Q: 3 clusters Score -1150376 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1150969.625000 Penalty: 894.505676
	Iteration 3F: 3 clusters Score -1150970 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1151812.750000 Penalty: 894.505676
	Iteration 4F: 3 clusters Score -1151813 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1152740.875000 Penalty: 894.505676
	Iteration 5F: 3 clusters Score -1152741 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1153226.250000 Penalty: 894.505676
	Iteration 6F: 3 clusters Score -1153226 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1153372.375000 Penalty: 894.505676
	Iteration 7Q: 3 clusters Score -1153372 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1153431.375000 Penalty: 894.505676
	Iteration 8Q: 3 clusters Score -1153431 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1153473.500000 Penalty: 894.505676
	Iteration 9Q: 3 clusters Score -1153474 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1153518.750000 Penalty: 894.505676
	Iteration 10Q: 3 clusters Score -1153519 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1153570.375000 Penalty: 894.505676
	Iteration 11Q: 3 clusters Score -1153570 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1153628.625000 Penalty: 894.505676
	Iteration 12Q: 3 clusters Score -1153629 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1153680.625000 Penalty: 894.505676
	Iteration 13Q: 3 clusters Score -1153681 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1153732.250000 Penalty: 894.505676
	Iteration 14Q: 3 clusters Score -1153732 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1153781.750000 Penalty: 894.505676
	Iteration 15Q: 3 clusters Score -1153782 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1153828.875000 Penalty: 894.505676
	Iteration 16Q: 3 clusters Score -1153829 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1153863.125000 Penalty: 894.505676
	Iteration 17Q: 3 clusters Score -1153863 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1153887.000000 Penalty: 894.505676
	Iteration 18Q: 3 clusters Score -1153887 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1153919.750000 Penalty: 894.505676
	Iteration 19Q: 3 clusters Score -1153920 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1153936.125000 Penalty: 894.505676
	Iteration 20F: 3 clusters Score -1153936 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1153953.875000 Penalty: 894.505676
	Iteration 21Q: 3 clusters Score -1153954 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1153972.125000 Penalty: 894.505676
	Iteration 22Q: 3 clusters Score -1153972 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1154002.375000 Penalty: 894.505676
	Iteration 23Q: 3 clusters Score -1154002 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1154023.875000 Penalty: 894.505676
	Iteration 24Q: 3 clusters Score -1154024 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1154056.875000 Penalty: 894.505676
	Iteration 25Q: 3 clusters Score -1154057 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1154083.000000 Penalty: 894.505676
	Iteration 26Q: 3 clusters Score -1154083 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1154105.125000 Penalty: 894.505676
	Iteration 27Q: 3 clusters Score -1154105 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1154135.625000 Penalty: 894.505676
	Iteration 28Q: 3 clusters Score -1154136 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1154162.750000 Penalty: 894.505676
	Iteration 29Q: 3 clusters Score -1154163 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1154194.125000 Penalty: 894.505676
	Iteration 30Q: 3 clusters Score -1154194 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1154225.250000 Penalty: 894.505676
	Iteration 31Q: 3 clusters Score -1154225 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1154257.625000 Penalty: 894.505676
	Iteration 32Q: 3 clusters Score -1154258 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1154296.500000 Penalty: 894.505676
	Iteration 33Q: 3 clusters Score -1154296 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1154337.750000 Penalty: 894.505676
	Iteration 34Q: 3 clusters Score -1154338 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1154386.625000 Penalty: 894.505676
	Iteration 35Q: 3 clusters Score -1154387 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1154436.750000 Penalty: 894.505676
	Iteration 36Q: 3 clusters Score -1154437 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1154483.125000 Penalty: 894.505676
	Iteration 37Q: 3 clusters Score -1154483 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1154527.750000 Penalty: 894.505676
	Iteration 38Q: 3 clusters Score -1154528 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1154573.000000 Penalty: 894.505676
	Iteration 39Q: 3 clusters Score -1154573 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1154619.375000 Penalty: 894.505676
	Iteration 40F: 3 clusters Score -1154619 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1154673.250000 Penalty: 894.505676
	Iteration 41Q: 3 clusters Score -1154673 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1154727.500000 Penalty: 894.505676
	Iteration 42Q: 3 clusters Score -1154728 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1154784.625000 Penalty: 894.505676
	Iteration 43Q: 3 clusters Score -1154785 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1154856.125000 Penalty: 894.505676
	Iteration 44Q: 3 clusters Score -1154856 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1154936.875000 Penalty: 894.505676
	Iteration 45Q: 3 clusters Score -1154937 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1155036.375000 Penalty: 894.505676
	Iteration 46Q: 3 clusters Score -1155036 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1155154.750000 Penalty: 894.505676
	Iteration 47Q: 3 clusters Score -1155155 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1155286.000000 Penalty: 894.505676
	Iteration 48Q: 3 clusters Score -1155286 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1155414.750000 Penalty: 894.505676
	Iteration 49Q: 3 clusters Score -1155415 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1155547.375000 Penalty: 894.505676
	Iteration 50Q: 3 clusters Score -1155547 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1155710.125000 Penalty: 894.505676
	Iteration 51Q: 3 clusters Score -1155710 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1155910.500000 Penalty: 894.505676
	Iteration 52Q: 3 clusters Score -1155910 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1156145.250000 Penalty: 894.505676
	Iteration 53Q: 3 clusters Score -1156145 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1156324.500000 Penalty: 894.505676
	Iteration 54Q: 3 clusters Score -1156324 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1156475.000000 Penalty: 894.505676
	Iteration 55Q: 3 clusters Score -1156475 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1156576.375000 Penalty: 894.505676
	Iteration 56Q: 3 clusters Score -1156576 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1156645.625000 Penalty: 894.505676
	Iteration 57Q: 3 clusters Score -1156646 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1156685.750000 Penalty: 894.505676
	Iteration 58Q: 3 clusters Score -1156686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1156709.000000 Penalty: 894.505676
	Iteration 59Q: 3 clusters Score -1156709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1156724.125000 Penalty: 894.505676
	Iteration 60F: 3 clusters Score -1156724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1156730.750000 Penalty: 894.505676
	Iteration 61Q: 3 clusters Score -1156731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1156738.000000 Penalty: 894.505676
	Iteration 62Q: 3 clusters Score -1156738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1156742.375000 Penalty: 894.505676
	Iteration 63Q: 3 clusters Score -1156742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1156749.125000 Penalty: 894.505676
	Iteration 64Q: 3 clusters Score -1156749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1156760.750000 Penalty: 894.505676
	Iteration 65Q: 3 clusters Score -1156761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1156768.625000 Penalty: 894.505676
	Iteration 66Q: 3 clusters Score -1156769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1156775.125000 Penalty: 894.505676
	Iteration 67Q: 3 clusters Score -1156775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1156777.750000 Penalty: 894.505676
	Iteration 68Q: 3 clusters Score -1156778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1156777.875000 Penalty: 894.505676
	Iteration 69Q: 3 clusters Score -1156778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1156781.750000 Penalty: 894.505676
	Iteration 70Q: 3 clusters Score -1156782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1156785.375000 Penalty: 894.505676
	Iteration 71Q: 3 clusters Score -1156785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1156786.375000 Penalty: 894.505676
	Iteration 72Q: 3 clusters Score -1156786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1156787.875000 Penalty: 894.505676
	Iteration 73Q: 3 clusters Score -1156788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1156787.750000 Penalty: 894.505676
	Iteration 74Q: 3 clusters Score -1156788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1156787.750000 Penalty: 894.505676
	Iteration 75F: 3 clusters Score -1156788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Entering Unmasked Estep 
Score: -47185.121094 Penalty: 305.439514
	Iteration 0F: 2 clusters Score -47185.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -46491.078125 Penalty: 610.879028
	Iteration 0F: 3 clusters Score -46491.08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -46712.789062 Penalty: 610.879028
	Iteration 1F: 3 clusters Score -46712.79 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -46752.062500 Penalty: 610.879028
	Iteration 2F: 3 clusters Score -46752.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -46763.308594 Penalty: 610.879028
	Iteration 3Q: 3 clusters Score -46763.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -46769.699219 Penalty: 610.879028
	Iteration 4Q: 3 clusters Score -46769.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -46774.398438 Penalty: 610.879028
	Iteration 5Q: 3 clusters Score -46774.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -46780.246094 Penalty: 610.879028
	Iteration 6Q: 3 clusters Score -46780.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -46784.484375 Penalty: 610.879028
	Iteration 7Q: 3 clusters Score -46784.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -46786.808594 Penalty: 610.879028
	Iteration 8Q: 3 clusters Score -46786.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -46787.945312 Penalty: 610.879028
	Iteration 9Q: 3 clusters Score -46787.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -46787.945312 Penalty: 610.879028
	Iteration 10F: 3 clusters Score -46787.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (89568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89568 members 
Entering Unmasked Estep 
Score: -5819505.500000 Penalty: 518.825317
	Iteration 0F: 2 clusters Score -5819506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -5761836.000000 Penalty: 1037.650635
	Iteration 0F: 3 clusters Score -5761836 nChanged 43574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -5788525.500000 Penalty: 1037.650635
	Iteration 1F: 3 clusters Score -5788526 nChanged 3387
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5789376 nChanged 3499
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -5790435 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -5792019 nChanged 4449
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -5794736 nChanged 5588
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5799220 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -5805551.000000 Penalty: 1037.650635
	Iteration 7F: 3 clusters Score -5805551 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5810694 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -5812984.500000 Penalty: 1037.650635
	Iteration 9F: 3 clusters Score -5812984 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5814128 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -5815080.000000 Penalty: 1037.650635
	Iteration 11Q: 3 clusters Score -5815080 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -5815897.500000 Penalty: 1037.650635
	Iteration 12Q: 3 clusters Score -5815898 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -5816801.000000 Penalty: 1037.650635
	Iteration 13Q: 3 clusters Score -5816801 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -5817624.500000 Penalty: 1037.650635
	Iteration 14Q: 3 clusters Score -5817624 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -5818406.500000 Penalty: 1037.650635
	Iteration 15Q: 3 clusters Score -5818406 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -5819066.500000 Penalty: 1037.650635
	Iteration 16Q: 3 clusters Score -5819066 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -5819672.500000 Penalty: 1037.650635
	Iteration 17Q: 3 clusters Score -5819672 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -5820014.500000 Penalty: 1037.650635
	Iteration 18Q: 3 clusters Score -5820014 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -5820273.000000 Penalty: 1037.650635
	Iteration 19Q: 3 clusters Score -5820273 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -5820417.000000 Penalty: 1037.650635
	Iteration 20F: 3 clusters Score -5820417 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -5820492.500000 Penalty: 1037.650635
	Iteration 21Q: 3 clusters Score -5820492 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -5820533.000000 Penalty: 1037.650635
	Iteration 22Q: 3 clusters Score -5820533 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -5820602.500000 Penalty: 1037.650635
	Iteration 23Q: 3 clusters Score -5820602 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5820599 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -5820618.500000 Penalty: 1037.650635
	Iteration 25Q: 3 clusters Score -5820618 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -5820629.000000 Penalty: 1037.650635
	Iteration 26Q: 3 clusters Score -5820629 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -5820658.500000 Penalty: 1037.650635
	Iteration 27Q: 3 clusters Score -5820658 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -5820684.000000 Penalty: 1037.650635
	Iteration 28Q: 3 clusters Score -5820684 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -5820716.500000 Penalty: 1037.650635
	Iteration 29Q: 3 clusters Score -5820716 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -5820736.000000 Penalty: 1037.650635
	Iteration 30Q: 3 clusters Score -5820736 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -5820748.000000 Penalty: 1037.650635
	Iteration 31Q: 3 clusters Score -5820748 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -5820744.000000 Penalty: 1037.650635
	Iteration 32Q: 3 clusters Score -5820744 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -5820752.500000 Penalty: 1037.650635
	Iteration 33Q: 3 clusters Score -5820752 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -5820730.500000 Penalty: 1037.650635
	Iteration 34Q: 3 clusters Score -5820730 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -5820741.000000 Penalty: 1037.650635
	Iteration 35Q: 3 clusters Score -5820741 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -5820747.000000 Penalty: 1037.650635
	Iteration 36Q: 3 clusters Score -5820747 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -5820750.500000 Penalty: 1037.650635
	Iteration 37Q: 3 clusters Score -5820750 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 51223 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5820750 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -5820750.000000 Penalty: 1037.650635
	Iteration 39Q: 3 clusters Score -5820750 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -5820749.000000 Penalty: 1037.650635
	Iteration 40F: 3 clusters Score -5820749 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -5820737.500000 Penalty: 1037.650635
	Iteration 41Q: 3 clusters Score -5820738 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -5820724.500000 Penalty: 1037.650635
	Iteration 42Q: 3 clusters Score -5820724 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -5820725.000000 Penalty: 1037.650635
	Iteration 43Q: 3 clusters Score -5820725 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -5820722.000000 Penalty: 1037.650635
	Iteration 44Q: 3 clusters Score -5820722 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 51598 members 
Entering Unmasked Estep 
Score: -5820728.000000 Penalty: 1037.650635
	Iteration 45Q: 3 clusters Score -5820728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -5820732.500000 Penalty: 1037.650635
	Iteration 46Q: 3 clusters Score -5820732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -5820732.000000 Penalty: 1037.650635
	Iteration 47Q: 3 clusters Score -5820732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -5820731.000000 Penalty: 1037.650635
	Iteration 48Q: 3 clusters Score -5820731 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -5820722.000000 Penalty: 1037.650635
	Iteration 49Q: 3 clusters Score -5820722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -5820709.000000 Penalty: 1037.650635
	Iteration 50Q: 3 clusters Score -5820709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 51803 members 
Entering Unmasked Estep 
Score: -5820701.000000 Penalty: 1037.650635
	Iteration 51Q: 3 clusters Score -5820701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -5820693.500000 Penalty: 1037.650635
	Iteration 52Q: 3 clusters Score -5820694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -5820699.000000 Penalty: 1037.650635
	Iteration 53Q: 3 clusters Score -5820699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -5820695.000000 Penalty: 1037.650635
	Iteration 54Q: 3 clusters Score -5820695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 51834 members 
Entering Unmasked Estep 
Score: -5820701.000000 Penalty: 1037.650635
	Iteration 55Q: 3 clusters Score -5820701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -5820705.500000 Penalty: 1037.650635
	Iteration 56Q: 3 clusters Score -5820706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -5820699.500000 Penalty: 1037.650635
	Iteration 57Q: 3 clusters Score -5820700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -5820702.000000 Penalty: 1037.650635
	Iteration 58Q: 3 clusters Score -5820702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -5820702.500000 Penalty: 1037.650635
	Iteration 59Q: 3 clusters Score -5820702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 51859 members 
Entering Unmasked Estep 
Score: -5820702.500000 Penalty: 1037.650635
	Iteration 60F: 3 clusters Score -5820702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -5820704.000000 Penalty: 1037.650635
	Iteration 61Q: 3 clusters Score -5820704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 51866 members 
Entering Unmasked Estep 
Score: -5820705.500000 Penalty: 1037.650635
	Iteration 62Q: 3 clusters Score -5820706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -5820708.000000 Penalty: 1037.650635
	Iteration 63Q: 3 clusters Score -5820708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -5820702.000000 Penalty: 1037.650635
	Iteration 64Q: 3 clusters Score -5820702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -5820702.000000 Penalty: 1037.650635
	Iteration 65Q: 3 clusters Score -5820702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -5820704.000000 Penalty: 1037.650635
	Iteration 66Q: 3 clusters Score -5820704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -5820697.000000 Penalty: 1037.650635
	Iteration 67Q: 3 clusters Score -5820697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -5820699.000000 Penalty: 1037.650635
	Iteration 68Q: 3 clusters Score -5820699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -5820698.000000 Penalty: 1037.650635
	Iteration 69Q: 3 clusters Score -5820698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -5820696.000000 Penalty: 1037.650635
	Iteration 70Q: 3 clusters Score -5820696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -5820696.000000 Penalty: 1037.650635
	Iteration 71Q: 3 clusters Score -5820696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -5820695.000000 Penalty: 1037.650635
	Iteration 72Q: 3 clusters Score -5820695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -5820695.000000 Penalty: 1037.650635
	Iteration 73F: 3 clusters Score -5820695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 51347 members 
Mstep: Class 3 contains 3650 members 
Mstep: Class 4 contains 15392 members 
Mstep: Class 5 contains 21499 members 
Mstep: Class 6 contains 80923 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 4553 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50031 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 18578 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 37663 members 
Mstep: Class 16 contains 51657 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 22732 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 417 members 
Mstep: Class 21 contains 51905 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 45081 members 
Mstep: Class 24 contains 23144 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 69051 members 
Mstep: Class 28 contains 25391 members 
Entering Unmasked Estep 
Score: -35821396.000000 Penalty: 16906.982422
Splitting cluster 15 changes total score from -35820852.000000 to -35821396.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 16 (51657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51657 members 
Entering Unmasked Estep 
Score: -3413771.250000 Penalty: 493.783325
	Iteration 0F: 2 clusters Score -3413771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -3381609.500000 Penalty: 987.566650
	Iteration 0F: 3 clusters Score -3381610 nChanged 25000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -3397323.000000 Penalty: 987.566650
	Iteration 1F: 3 clusters Score -3397323 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -3399135.500000 Penalty: 987.566650
	Iteration 2F: 3 clusters Score -3399136 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3402207.250000 Penalty: 987.566650
	Iteration 3F: 3 clusters Score -3402207 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -3406343.250000 Penalty: 987.566650
	Iteration 4F: 3 clusters Score -3406343 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3410313.500000 Penalty: 987.566650
	Iteration 5F: 3 clusters Score -3410314 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -3412463.750000 Penalty: 987.566650
	Iteration 6F: 3 clusters Score -3412464 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3413428.250000 Penalty: 987.566650
	Iteration 7Q: 3 clusters Score -3413428 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -3413976.250000 Penalty: 987.566650
	Iteration 8Q: 3 clusters Score -3413976 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -3414332.250000 Penalty: 987.566650
	Iteration 9Q: 3 clusters Score -3414332 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -3414560.000000 Penalty: 987.566650
	Iteration 10Q: 3 clusters Score -3414560 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -3414692.250000 Penalty: 987.566650
	Iteration 11Q: 3 clusters Score -3414692 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3414787.250000 Penalty: 987.566650
	Iteration 12Q: 3 clusters Score -3414787 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3414847.000000 Penalty: 987.566650
	Iteration 13Q: 3 clusters Score -3414847 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3414898 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3414946 nChanged 401
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3414915 nChanged 422
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -3414893.500000 Penalty: 987.566650
	Iteration 20F: 3 clusters Score -3414894 nChanged 433
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3414830 nChanged 433
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Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3414787 nChanged 455
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3414738 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -3414702.250000 Penalty: 987.566650
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Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -3414640.500000 Penalty: 987.566650
	Iteration 26Q: 3 clusters Score -3414640 nChanged 431
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3414572 nChanged 409
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Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3414510 nChanged 392
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3414445 nChanged 365
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3414401 nChanged 345
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Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3414352 nChanged 317
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Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3414338 nChanged 284
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Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3414330 nChanged 263
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Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3414322 nChanged 255
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Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3414341.000000 Penalty: 987.566650
	Iteration 35Q: 3 clusters Score -3414341 nChanged 203
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3414316 nChanged 174
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Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3414313 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3414267 nChanged 166
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3414240 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -3414231.000000 Penalty: 987.566650
	Iteration 40F: 3 clusters Score -3414231 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3414225 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3414232 nChanged 143
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Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3414188 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3414187 nChanged 108
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Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3414190 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3414193.250000 Penalty: 987.566650
	Iteration 46Q: 3 clusters Score -3414193 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3414178 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3414193 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3414194 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3414172.250000 Penalty: 987.566650
	Iteration 50Q: 3 clusters Score -3414172 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3414160.000000 Penalty: 987.566650
	Iteration 51Q: 3 clusters Score -3414160 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -3414133.000000 Penalty: 987.566650
	Iteration 52Q: 3 clusters Score -3414133 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3414096.750000 Penalty: 987.566650
	Iteration 53Q: 3 clusters Score -3414097 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3414099.250000 Penalty: 987.566650
	Iteration 54Q: 3 clusters Score -3414099 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3414088 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3414079 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3414079 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3414080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3414094.500000 Penalty: 987.566650
	Iteration 59Q: 3 clusters Score -3414094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3414081.250000 Penalty: 987.566650
	Iteration 60F: 3 clusters Score -3414081 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3414076.750000 Penalty: 987.566650
	Iteration 61Q: 3 clusters Score -3414077 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3414061.750000 Penalty: 987.566650
	Iteration 62Q: 3 clusters Score -3414062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3414052.250000 Penalty: 987.566650
	Iteration 63Q: 3 clusters Score -3414052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3414037.250000 Penalty: 987.566650
	Iteration 64Q: 3 clusters Score -3414037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3414032.250000 Penalty: 987.566650
	Iteration 65Q: 3 clusters Score -3414032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3414026.750000 Penalty: 987.566650
	Iteration 66Q: 3 clusters Score -3414027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3414039.750000 Penalty: 987.566650
	Iteration 67Q: 3 clusters Score -3414040 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3414038 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3414033.500000 Penalty: 987.566650
	Iteration 69Q: 3 clusters Score -3414034 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3414031.250000 Penalty: 987.566650
	Iteration 70Q: 3 clusters Score -3414031 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3414041.000000 Penalty: 987.566650
	Iteration 71Q: 3 clusters Score -3414041 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3414052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3414049.750000 Penalty: 987.566650
	Iteration 73Q: 3 clusters Score -3414050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3414046.500000 Penalty: 987.566650
	Iteration 74Q: 3 clusters Score -3414046 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3414046 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3414036.500000 Penalty: 987.566650
	Iteration 76Q: 3 clusters Score -3414036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3414028.500000 Penalty: 987.566650
	Iteration 77Q: 3 clusters Score -3414028 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50102 members 
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Entering Unmasked Estep 
Score: -3414020.500000 Penalty: 987.566650
	Iteration 78Q: 3 clusters Score -3414020 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3414017.000000 Penalty: 987.566650
	Iteration 79Q: 3 clusters Score -3414017 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50144 members 
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Entering Unmasked Estep 
Score: -3414003.000000 Penalty: 987.566650
	Iteration 80F: 3 clusters Score -3414003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3413997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3414010.000000 Penalty: 987.566650
	Iteration 82Q: 3 clusters Score -3414010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3414017.750000 Penalty: 987.566650
	Iteration 83Q: 3 clusters Score -3414018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3414015.000000 Penalty: 987.566650
	Iteration 84Q: 3 clusters Score -3414015 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3414002.250000 Penalty: 987.566650
	Iteration 85Q: 3 clusters Score -3414002 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3414013.000000 Penalty: 987.566650
	Iteration 86Q: 3 clusters Score -3414013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3414022.250000 Penalty: 987.566650
	Iteration 87Q: 3 clusters Score -3414022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3414023.750000 Penalty: 987.566650
	Iteration 88Q: 3 clusters Score -3414024 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3414021.250000 Penalty: 987.566650
	Iteration 89Q: 3 clusters Score -3414021 nChanged 18
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Mstep: Class 1 contains 50302 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3414015.250000 Penalty: 987.566650
	Iteration 90Q: 3 clusters Score -3414015 nChanged 18
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Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3414010 nChanged 17
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Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 1322 members 
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	Iteration 92Q: 3 clusters Score -3414000 nChanged 17
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Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 1305 members 
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	Iteration 93Q: 3 clusters Score -3413996 nChanged 15
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Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3413986.500000 Penalty: 987.566650
	Iteration 94Q: 3 clusters Score -3413986 nChanged 5
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Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3413987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3413989 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3413985.750000 Penalty: 987.566650
	Iteration 97Q: 3 clusters Score -3413986 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3413983.250000 Penalty: 987.566650
	Iteration 98Q: 3 clusters Score -3413983 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3413989 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3413980.750000 Penalty: 987.566650
	Iteration 100F: 3 clusters Score -3413981 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3413986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3413988 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3413984.250000 Penalty: 987.566650
	Iteration 103Q: 3 clusters Score -3413984 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3413984.000000 Penalty: 987.566650
	Iteration 104Q: 3 clusters Score -3413984 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3413984.500000 Penalty: 987.566650
	Iteration 105Q: 3 clusters Score -3413984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3413983.500000 Penalty: 987.566650
	Iteration 106Q: 3 clusters Score -3413984 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50467 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3413982.500000 Penalty: 987.566650
	Iteration 107Q: 3 clusters Score -3413982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3413978.750000 Penalty: 987.566650
	Iteration 108Q: 3 clusters Score -3413979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3413978.000000 Penalty: 987.566650
	Iteration 109Q: 3 clusters Score -3413978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3413975.000000 Penalty: 987.566650
	Iteration 110Q: 3 clusters Score -3413975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3413971.500000 Penalty: 987.566650
	Iteration 111Q: 3 clusters Score -3413972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3413969.250000 Penalty: 987.566650
	Iteration 112Q: 3 clusters Score -3413969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3413969.000000 Penalty: 987.566650
	Iteration 113Q: 3 clusters Score -3413969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3413968.500000 Penalty: 987.566650
	Iteration 114Q: 3 clusters Score -3413968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3413961.250000 Penalty: 987.566650
	Iteration 115Q: 3 clusters Score -3413961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3413969.250000 Penalty: 987.566650
	Iteration 116Q: 3 clusters Score -3413969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3413964.250000 Penalty: 987.566650
	Iteration 117Q: 3 clusters Score -3413964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3413963.000000 Penalty: 987.566650
	Iteration 118Q: 3 clusters Score -3413963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3413964.000000 Penalty: 987.566650
	Iteration 119Q: 3 clusters Score -3413964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3413967.000000 Penalty: 987.566650
	Iteration 120F: 3 clusters Score -3413967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3413964.000000 Penalty: 987.566650
	Iteration 121Q: 3 clusters Score -3413964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3413964.000000 Penalty: 987.566650
	Iteration 122F: 3 clusters Score -3413964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 51347 members 
Mstep: Class 3 contains 3650 members 
Mstep: Class 4 contains 15392 members 
Mstep: Class 5 contains 21499 members 
Mstep: Class 6 contains 80923 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 4553 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50031 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 18578 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 37663 members 
Mstep: Class 16 contains 50531 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 22732 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 417 members 
Mstep: Class 21 contains 51905 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 45081 members 
Mstep: Class 24 contains 23144 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 69051 members 
Mstep: Class 28 contains 25391 members 
Mstep: Class 29 contains 1126 members 
Entering Unmasked Estep 
Score: -35821436.000000 Penalty: 17510.804688
Splitting cluster 16 changes total score from -35820852.000000 to -35821436.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -17526.626953 Penalty: 267.817749
	Iteration 0F: 2 clusters Score -17526.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17151.984375 Penalty: 535.635498
	Iteration 0F: 3 clusters Score -17151.98 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17244.931641 Penalty: 535.635498
	Iteration 1F: 3 clusters Score -17244.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17268.494141 Penalty: 535.635498
	Iteration 2F: 3 clusters Score -17268.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17295.005859 Penalty: 535.635498
	Iteration 3F: 3 clusters Score -17295.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17301.990234 Penalty: 535.635498
	Iteration 4Q: 3 clusters Score -17301.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17303.628906 Penalty: 535.635498
	Iteration 5Q: 3 clusters Score -17303.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17304.453125 Penalty: 535.635498
	Iteration 6Q: 3 clusters Score -17304.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17305.761719 Penalty: 535.635498
	Iteration 7Q: 3 clusters Score -17305.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17306.794922 Penalty: 535.635498
	Iteration 8Q: 3 clusters Score -17306.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17306.955078 Penalty: 535.635498
	Iteration 9Q: 3 clusters Score -17306.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17306.955078 Penalty: 535.635498
	Iteration 10F: 3 clusters Score -17306.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Entering Unmasked Estep 
Score: -1519231.875000 Penalty: 456.434540
	Iteration 0F: 2 clusters Score -1519232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1503989.375000 Penalty: 912.869080
	Iteration 0F: 3 clusters Score -1503989 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1510632.125000 Penalty: 912.869080
	Iteration 1F: 3 clusters Score -1510632 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1511145.500000 Penalty: 912.869080
	Iteration 2Q: 3 clusters Score -1511146 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1511941.375000 Penalty: 912.869080
	Iteration 3F: 3 clusters Score -1511941 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1513055.250000 Penalty: 912.869080
	Iteration 4F: 3 clusters Score -1513055 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1514179.125000 Penalty: 912.869080
	Iteration 5F: 3 clusters Score -1514179 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1514918.125000 Penalty: 912.869080
	Iteration 6F: 3 clusters Score -1514918 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1515277.750000 Penalty: 912.869080
	Iteration 7Q: 3 clusters Score -1515278 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1515500.250000 Penalty: 912.869080
	Iteration 8Q: 3 clusters Score -1515500 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1515695.000000 Penalty: 912.869080
	Iteration 9Q: 3 clusters Score -1515695 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1515885.875000 Penalty: 912.869080
	Iteration 10Q: 3 clusters Score -1515886 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1516139.500000 Penalty: 912.869080
	Iteration 11Q: 3 clusters Score -1516140 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1516449.250000 Penalty: 912.869080
	Iteration 12Q: 3 clusters Score -1516449 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1516780.250000 Penalty: 912.869080
	Iteration 13Q: 3 clusters Score -1516780 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1517119.625000 Penalty: 912.869080
	Iteration 14Q: 3 clusters Score -1517120 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1517456.250000 Penalty: 912.869080
	Iteration 15Q: 3 clusters Score -1517456 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1517766.125000 Penalty: 912.869080
	Iteration 16Q: 3 clusters Score -1517766 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1518033.875000 Penalty: 912.869080
	Iteration 17Q: 3 clusters Score -1518034 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1518249.875000 Penalty: 912.869080
	Iteration 18Q: 3 clusters Score -1518250 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1518421.625000 Penalty: 912.869080
	Iteration 19Q: 3 clusters Score -1518422 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1518556.250000 Penalty: 912.869080
	Iteration 20F: 3 clusters Score -1518556 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1518646.125000 Penalty: 912.869080
	Iteration 21Q: 3 clusters Score -1518646 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1518715.500000 Penalty: 912.869080
	Iteration 22Q: 3 clusters Score -1518716 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1518752.625000 Penalty: 912.869080
	Iteration 23Q: 3 clusters Score -1518753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1518774.625000 Penalty: 912.869080
	Iteration 24Q: 3 clusters Score -1518775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -1518799.000000 Penalty: 912.869080
	Iteration 25Q: 3 clusters Score -1518799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -1518812.500000 Penalty: 912.869080
	Iteration 26Q: 3 clusters Score -1518812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1518819.875000 Penalty: 912.869080
	Iteration 27Q: 3 clusters Score -1518820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1518822.000000 Penalty: 912.869080
	Iteration 28Q: 3 clusters Score -1518822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1518825.625000 Penalty: 912.869080
	Iteration 29Q: 3 clusters Score -1518826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1518826.250000 Penalty: 912.869080
	Iteration 30Q: 3 clusters Score -1518826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1518827.875000 Penalty: 912.869080
	Iteration 31Q: 3 clusters Score -1518828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1518830.375000 Penalty: 912.869080
	Iteration 32Q: 3 clusters Score -1518830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1518830.625000 Penalty: 912.869080
	Iteration 33Q: 3 clusters Score -1518831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1518830.625000 Penalty: 912.869080
	Iteration 34F: 3 clusters Score -1518831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -38133.441406 Penalty: 298.462494
	Iteration 0F: 2 clusters Score -38133.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -37477.195312 Penalty: 596.924988
	Iteration 0F: 3 clusters Score -37477.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -37677.335938 Penalty: 596.924988
	Iteration 1F: 3 clusters Score -37677.34 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -37767.210938 Penalty: 596.924988
	Iteration 2F: 3 clusters Score -37767.21 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -37847.347656 Penalty: 596.924988
	Iteration 3F: 3 clusters Score -37847.35 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -37887.441406 Penalty: 596.924988
	Iteration 4F: 3 clusters Score -37887.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -37908.492188 Penalty: 596.924988
	Iteration 5Q: 3 clusters Score -37908.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37920.019531 Penalty: 596.924988
	Iteration 6Q: 3 clusters Score -37920.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -37927.218750 Penalty: 596.924988
	Iteration 7Q: 3 clusters Score -37927.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -37929.839844 Penalty: 596.924988
	Iteration 8Q: 3 clusters Score -37929.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37931.171875 Penalty: 596.924988
	Iteration 9Q: 3 clusters Score -37931.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37932.507812 Penalty: 596.924988
	Iteration 10Q: 3 clusters Score -37932.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -37933.968750 Penalty: 596.924988
	Iteration 11Q: 3 clusters Score -37933.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37934.542969 Penalty: 596.924988
	Iteration 12Q: 3 clusters Score -37934.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37934.542969 Penalty: 596.924988
	Iteration 13F: 3 clusters Score -37934.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -22250.513672 Penalty: 274.505432
	Iteration 0F: 2 clusters Score -22250.51 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 213 members 
Entering Unmasked Estep 
Score: -21834.492188 Penalty: 549.010864
	Iteration 0F: 3 clusters Score -21834.49 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21967.548828 Penalty: 549.010864
	Iteration 1F: 3 clusters Score -21967.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22021.583984 Penalty: 549.010864
	Iteration 2F: 3 clusters Score -22021.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22045.980469 Penalty: 549.010864
	Iteration 3F: 3 clusters Score -22045.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22084.980469 Penalty: 549.010864
	Iteration 4F: 3 clusters Score -22084.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22121.205078 Penalty: 549.010864
	Iteration 5Q: 3 clusters Score -22121.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22168.892578 Penalty: 549.010864
	Iteration 6F: 3 clusters Score -22168.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22257.675781 Penalty: 549.010864
	Iteration 7F: 3 clusters Score -22257.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22323.201172 Penalty: 549.010864
	Iteration 8F: 3 clusters Score -22323.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22366.603516 Penalty: 549.010864
	Iteration 9Q: 3 clusters Score -22366.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22407.873047 Penalty: 549.010864
	Iteration 10Q: 3 clusters Score -22407.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22463.660156 Penalty: 549.010864
	Iteration 11Q: 3 clusters Score -22463.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22518.736328 Penalty: 549.010864
	Iteration 12Q: 3 clusters Score -22518.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22591.191406 Penalty: 549.010864
	Iteration 13Q: 3 clusters Score -22591.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22631.695312 Penalty: 549.010864
	Iteration 14Q: 3 clusters Score -22631.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22654.705078 Penalty: 549.010864
	Iteration 15Q: 3 clusters Score -22654.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22662.773438 Penalty: 549.010864
	Iteration 16F: 3 clusters Score -22662.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22671.019531 Penalty: 549.010864
	Iteration 17Q: 3 clusters Score -22671.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22671.927734 Penalty: 549.010864
	Iteration 18Q: 3 clusters Score -22671.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22671.927734 Penalty: 549.010864
	Iteration 19F: 3 clusters Score -22671.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 51347 members 
Mstep: Class 3 contains 3650 members 
Mstep: Class 4 contains 15392 members 
Mstep: Class 5 contains 21499 members 
Mstep: Class 6 contains 80923 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 4553 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50031 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 18578 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 37663 members 
Mstep: Class 16 contains 50531 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 22732 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 264 members 
Mstep: Class 21 contains 51905 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 45081 members 
Mstep: Class 24 contains 23144 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 69051 members 
Mstep: Class 28 contains 25391 members 
Mstep: Class 29 contains 1126 members 
Mstep: Class 30 contains 153 members 
Entering Unmasked Estep 
Score: -35821528.000000 Penalty: 18114.625000
Splitting cluster 20 changes total score from -35820852.000000 to -35821528.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 22 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -5248.025879 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -5248.026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5006.060547 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -5006.061 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5103.408691 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -5103.409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5141.224609 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -5141.225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5151.911133 Penalty: 457.173126
	Iteration 3F: 3 clusters Score -5151.911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5152.202637 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -5152.203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5152.202637 Penalty: 457.173126
	Iteration 5F: 3 clusters Score -5152.203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Entering Unmasked Estep 
Score: -2968217.000000 Penalty: 487.587830
	Iteration 0F: 2 clusters Score -2968217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2938551.250000 Penalty: 975.175659
	Iteration 0F: 3 clusters Score -2938551 nChanged 21772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2951487.000000 Penalty: 975.175659
	Iteration 1F: 3 clusters Score -2951487 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2952501.500000 Penalty: 975.175659
	Iteration 2F: 3 clusters Score -2952502 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2954321.250000 Penalty: 975.175659
	Iteration 3F: 3 clusters Score -2954321 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2957303.750000 Penalty: 975.175659
	Iteration 4F: 3 clusters Score -2957304 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2961005.750000 Penalty: 975.175659
	Iteration 5F: 3 clusters Score -2961006 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2964166.250000 Penalty: 975.175659
	Iteration 6F: 3 clusters Score -2964166 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2966121.000000 Penalty: 975.175659
	Iteration 7Q: 3 clusters Score -2966121 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2967117.500000 Penalty: 975.175659
	Iteration 8Q: 3 clusters Score -2967118 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2967582.750000 Penalty: 975.175659
	Iteration 9Q: 3 clusters Score -2967583 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2967714.750000 Penalty: 975.175659
	Iteration 10Q: 3 clusters Score -2967715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2967757.250000 Penalty: 975.175659
	Iteration 11Q: 3 clusters Score -2967757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -2967779.500000 Penalty: 975.175659
	Iteration 12Q: 3 clusters Score -2967780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2967787.500000 Penalty: 975.175659
	Iteration 13Q: 3 clusters Score -2967788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2967794.250000 Penalty: 975.175659
	Iteration 14Q: 3 clusters Score -2967794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2967797.000000 Penalty: 975.175659
	Iteration 15Q: 3 clusters Score -2967797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2967797.000000 Penalty: 975.175659
	Iteration 16F: 3 clusters Score -2967797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Entering Unmasked Estep 
Score: -1567425.500000 Penalty: 457.251831
	Iteration 0F: 2 clusters Score -1567426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1551964.375000 Penalty: 914.503662
	Iteration 0F: 3 clusters Score -1551964 nChanged 11004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1558649.250000 Penalty: 914.503662
	Iteration 1F: 3 clusters Score -1558649 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1559396.500000 Penalty: 914.503662
	Iteration 2F: 3 clusters Score -1559396 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1560632.750000 Penalty: 914.503662
	Iteration 3F: 3 clusters Score -1560633 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1562378.375000 Penalty: 914.503662
	Iteration 4F: 3 clusters Score -1562378 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1564141.250000 Penalty: 914.503662
	Iteration 5F: 3 clusters Score -1564141 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1565133.000000 Penalty: 914.503662
	Iteration 6F: 3 clusters Score -1565133 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1565493.500000 Penalty: 914.503662
	Iteration 7Q: 3 clusters Score -1565494 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1565689.000000 Penalty: 914.503662
	Iteration 8Q: 3 clusters Score -1565689 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1565793.500000 Penalty: 914.503662
	Iteration 9Q: 3 clusters Score -1565794 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1565863.750000 Penalty: 914.503662
	Iteration 10Q: 3 clusters Score -1565864 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1565912.625000 Penalty: 914.503662
	Iteration 11Q: 3 clusters Score -1565913 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1565936.375000 Penalty: 914.503662
	Iteration 12Q: 3 clusters Score -1565936 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1565947.625000 Penalty: 914.503662
	Iteration 13Q: 3 clusters Score -1565948 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1565943.250000 Penalty: 914.503662
	Iteration 14Q: 3 clusters Score -1565943 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1565953.000000 Penalty: 914.503662
	Iteration 15Q: 3 clusters Score -1565953 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1565961.750000 Penalty: 914.503662
	Iteration 16Q: 3 clusters Score -1565962 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1565966.125000 Penalty: 914.503662
	Iteration 17Q: 3 clusters Score -1565966 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1565969.000000 Penalty: 914.503662
	Iteration 18Q: 3 clusters Score -1565969 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1565968.125000 Penalty: 914.503662
	Iteration 19Q: 3 clusters Score -1565968 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1565960.375000 Penalty: 914.503662
	Iteration 20F: 3 clusters Score -1565960 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1565959.250000 Penalty: 914.503662
	Iteration 21Q: 3 clusters Score -1565959 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1565960.500000 Penalty: 914.503662
	Iteration 22Q: 3 clusters Score -1565960 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1565957.625000 Penalty: 914.503662
	Iteration 23Q: 3 clusters Score -1565958 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1565939.375000 Penalty: 914.503662
	Iteration 24Q: 3 clusters Score -1565939 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1565940.750000 Penalty: 914.503662
	Iteration 25Q: 3 clusters Score -1565941 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1565933.875000 Penalty: 914.503662
	Iteration 26Q: 3 clusters Score -1565934 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1565940.375000 Penalty: 914.503662
	Iteration 27Q: 3 clusters Score -1565940 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1565941.125000 Penalty: 914.503662
	Iteration 28Q: 3 clusters Score -1565941 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1565936.250000 Penalty: 914.503662
	Iteration 29Q: 3 clusters Score -1565936 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1565942.375000 Penalty: 914.503662
	Iteration 30Q: 3 clusters Score -1565942 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1565940.750000 Penalty: 914.503662
	Iteration 31Q: 3 clusters Score -1565941 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1565942.750000 Penalty: 914.503662
	Iteration 32Q: 3 clusters Score -1565943 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1565941.875000 Penalty: 914.503662
	Iteration 33Q: 3 clusters Score -1565942 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1565938.625000 Penalty: 914.503662
	Iteration 34Q: 3 clusters Score -1565939 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1565947.375000 Penalty: 914.503662
	Iteration 35Q: 3 clusters Score -1565947 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1565952.250000 Penalty: 914.503662
	Iteration 36Q: 3 clusters Score -1565952 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1565939.125000 Penalty: 914.503662
	Iteration 37Q: 3 clusters Score -1565939 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1565955.750000 Penalty: 914.503662
	Iteration 38Q: 3 clusters Score -1565956 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1565961.375000 Penalty: 914.503662
	Iteration 39Q: 3 clusters Score -1565961 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1565975.250000 Penalty: 914.503662
	Iteration 40F: 3 clusters Score -1565975 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1565997.625000 Penalty: 914.503662
	Iteration 41Q: 3 clusters Score -1565998 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1566011.000000 Penalty: 914.503662
	Iteration 42Q: 3 clusters Score -1566011 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1566043.500000 Penalty: 914.503662
	Iteration 43Q: 3 clusters Score -1566044 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1566066.125000 Penalty: 914.503662
	Iteration 44Q: 3 clusters Score -1566066 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1566094.125000 Penalty: 914.503662
	Iteration 45Q: 3 clusters Score -1566094 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1566146.375000 Penalty: 914.503662
	Iteration 46Q: 3 clusters Score -1566146 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1566181.500000 Penalty: 914.503662
	Iteration 47Q: 3 clusters Score -1566182 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1566209.000000 Penalty: 914.503662
	Iteration 48Q: 3 clusters Score -1566209 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1566222.750000 Penalty: 914.503662
	Iteration 49Q: 3 clusters Score -1566223 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1566259.125000 Penalty: 914.503662
	Iteration 50Q: 3 clusters Score -1566259 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1566296.250000 Penalty: 914.503662
	Iteration 51Q: 3 clusters Score -1566296 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1566335.750000 Penalty: 914.503662
	Iteration 52Q: 3 clusters Score -1566336 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1566383.750000 Penalty: 914.503662
	Iteration 53Q: 3 clusters Score -1566384 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1566438.250000 Penalty: 914.503662
	Iteration 54Q: 3 clusters Score -1566438 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1566476.000000 Penalty: 914.503662
	Iteration 55Q: 3 clusters Score -1566476 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1566521.000000 Penalty: 914.503662
	Iteration 56Q: 3 clusters Score -1566521 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1566568.125000 Penalty: 914.503662
	Iteration 57Q: 3 clusters Score -1566568 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1566602.500000 Penalty: 914.503662
	Iteration 58Q: 3 clusters Score -1566602 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1566649.500000 Penalty: 914.503662
	Iteration 59Q: 3 clusters Score -1566650 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1566685.125000 Penalty: 914.503662
	Iteration 60F: 3 clusters Score -1566685 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1566710.375000 Penalty: 914.503662
	Iteration 61Q: 3 clusters Score -1566710 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1566742.500000 Penalty: 914.503662
	Iteration 62Q: 3 clusters Score -1566742 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1566772.500000 Penalty: 914.503662
	Iteration 63Q: 3 clusters Score -1566772 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1566800.125000 Penalty: 914.503662
	Iteration 64Q: 3 clusters Score -1566800 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1566826.000000 Penalty: 914.503662
	Iteration 65Q: 3 clusters Score -1566826 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1566848.750000 Penalty: 914.503662
	Iteration 66Q: 3 clusters Score -1566849 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1566868.125000 Penalty: 914.503662
	Iteration 67Q: 3 clusters Score -1566868 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1566892.875000 Penalty: 914.503662
	Iteration 68Q: 3 clusters Score -1566893 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1566911.875000 Penalty: 914.503662
	Iteration 69Q: 3 clusters Score -1566912 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1566932.625000 Penalty: 914.503662
	Iteration 70Q: 3 clusters Score -1566933 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1566940.375000 Penalty: 914.503662
	Iteration 71Q: 3 clusters Score -1566940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1566957.625000 Penalty: 914.503662
	Iteration 72Q: 3 clusters Score -1566958 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1566980.375000 Penalty: 914.503662
	Iteration 73Q: 3 clusters Score -1566980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1566991.500000 Penalty: 914.503662
	Iteration 74Q: 3 clusters Score -1566992 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1567008.625000 Penalty: 914.503662
	Iteration 75Q: 3 clusters Score -1567009 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1567025.875000 Penalty: 914.503662
	Iteration 76Q: 3 clusters Score -1567026 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1567046.875000 Penalty: 914.503662
	Iteration 77Q: 3 clusters Score -1567047 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1567055.750000 Penalty: 914.503662
	Iteration 78Q: 3 clusters Score -1567056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1567067.250000 Penalty: 914.503662
	Iteration 79Q: 3 clusters Score -1567067 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1567077.625000 Penalty: 914.503662
	Iteration 80F: 3 clusters Score -1567078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1567082.125000 Penalty: 914.503662
	Iteration 81Q: 3 clusters Score -1567082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1567086.875000 Penalty: 914.503662
	Iteration 82Q: 3 clusters Score -1567087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1567096.250000 Penalty: 914.503662
	Iteration 83Q: 3 clusters Score -1567096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1567100.125000 Penalty: 914.503662
	Iteration 84Q: 3 clusters Score -1567100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1567101.250000 Penalty: 914.503662
	Iteration 85Q: 3 clusters Score -1567101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1567101.750000 Penalty: 914.503662
	Iteration 86Q: 3 clusters Score -1567102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1567102.375000 Penalty: 914.503662
	Iteration 87Q: 3 clusters Score -1567102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1567104.875000 Penalty: 914.503662
	Iteration 88Q: 3 clusters Score -1567105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1567104.625000 Penalty: 914.503662
	Iteration 89Q: 3 clusters Score -1567105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1567109.750000 Penalty: 914.503662
	Iteration 90Q: 3 clusters Score -1567110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1567107.875000 Penalty: 914.503662
	Iteration 91Q: 3 clusters Score -1567108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1567114.000000 Penalty: 914.503662
	Iteration 92Q: 3 clusters Score -1567114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1567122.625000 Penalty: 914.503662
	Iteration 93Q: 3 clusters Score -1567123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1567127.625000 Penalty: 914.503662
	Iteration 94Q: 3 clusters Score -1567128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1567130.375000 Penalty: 914.503662
	Iteration 95Q: 3 clusters Score -1567130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1567129.500000 Penalty: 914.503662
	Iteration 96Q: 3 clusters Score -1567130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1567130.500000 Penalty: 914.503662
	Iteration 97Q: 3 clusters Score -1567130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1567131.375000 Penalty: 914.503662
	Iteration 98Q: 3 clusters Score -1567131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1567136.625000 Penalty: 914.503662
	Iteration 99Q: 3 clusters Score -1567137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1567136.375000 Penalty: 914.503662
	Iteration 100F: 3 clusters Score -1567136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1567137.625000 Penalty: 914.503662
	Iteration 101Q: 3 clusters Score -1567138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1567134.375000 Penalty: 914.503662
	Iteration 102Q: 3 clusters Score -1567134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1567135.625000 Penalty: 914.503662
	Iteration 103Q: 3 clusters Score -1567136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1567139.625000 Penalty: 914.503662
	Iteration 104Q: 3 clusters Score -1567140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1567146.625000 Penalty: 914.503662
	Iteration 105Q: 3 clusters Score -1567147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1567153.625000 Penalty: 914.503662
	Iteration 106Q: 3 clusters Score -1567154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1567152.875000 Penalty: 914.503662
	Iteration 107Q: 3 clusters Score -1567153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1567157.125000 Penalty: 914.503662
	Iteration 108Q: 3 clusters Score -1567157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1567159.500000 Penalty: 914.503662
	Iteration 109Q: 3 clusters Score -1567160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1567162.500000 Penalty: 914.503662
	Iteration 110Q: 3 clusters Score -1567162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1567161.250000 Penalty: 914.503662
	Iteration 111Q: 3 clusters Score -1567161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1567164.625000 Penalty: 914.503662
	Iteration 112Q: 3 clusters Score -1567165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1567168.375000 Penalty: 914.503662
	Iteration 113Q: 3 clusters Score -1567168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1567171.125000 Penalty: 914.503662
	Iteration 114Q: 3 clusters Score -1567171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1567172.000000 Penalty: 914.503662
	Iteration 115Q: 3 clusters Score -1567172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1567172.000000 Penalty: 914.503662
	Iteration 116Q: 3 clusters Score -1567172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1567175.125000 Penalty: 914.503662
	Iteration 117Q: 3 clusters Score -1567175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1567178.250000 Penalty: 914.503662
	Iteration 118Q: 3 clusters Score -1567178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1567176.375000 Penalty: 914.503662
	Iteration 119Q: 3 clusters Score -1567176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1567176.625000 Penalty: 914.503662
	Iteration 120F: 3 clusters Score -1567177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1567175.500000 Penalty: 914.503662
	Iteration 121Q: 3 clusters Score -1567176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1567178.375000 Penalty: 914.503662
	Iteration 122Q: 3 clusters Score -1567178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1567179.375000 Penalty: 914.503662
	Iteration 123Q: 3 clusters Score -1567179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1567181.625000 Penalty: 914.503662
	Iteration 124Q: 3 clusters Score -1567182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1567179.375000 Penalty: 914.503662
	Iteration 125Q: 3 clusters Score -1567179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1567180.250000 Penalty: 914.503662
	Iteration 126Q: 3 clusters Score -1567180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1567180.875000 Penalty: 914.503662
	Iteration 127Q: 3 clusters Score -1567181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1567180.250000 Penalty: 914.503662
	Iteration 128Q: 3 clusters Score -1567180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1567180.250000 Penalty: 914.503662
	Iteration 129F: 3 clusters Score -1567180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -18114.656250 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -18114.66 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 159 members 
Entering Unmasked Estep 
Score: -17742.984375 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -17742.98 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17869.250000 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -17869.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17903.132812 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -17903.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17929.777344 Penalty: 527.992737
	Iteration 3Q: 3 clusters Score -17929.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17944.466797 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -17944.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17958.177734 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -17958.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17960.011719 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -17960.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17960.753906 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -17960.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17961.748047 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -17961.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17961.748047 Penalty: 527.992737
	Iteration 9F: 3 clusters Score -17961.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -13289.536133 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -13289.54 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 109 members 
Entering Unmasked Estep 
Score: -12998.325195 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -12998.33 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13090.357422 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -13090.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13151.197266 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -13151.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -13183.375000 Penalty: 502.816223
	Iteration 3F: 3 clusters Score -13183.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -13201.390625 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -13201.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -13209.968750 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -13209.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -13216.421875 Penalty: 502.816223
	Iteration 6Q: 3 clusters Score -13216.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -13216.421875 Penalty: 502.816223
	Iteration 7F: 3 clusters Score -13216.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (69051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69051 members 
Entering Unmasked Estep 
Score: -4589277.000000 Penalty: 506.988342
	Iteration 0F: 2 clusters Score -4589277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -4544885.000000 Penalty: 1013.976685
	Iteration 0F: 3 clusters Score -4544885 nChanged 33620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4564729.500000 Penalty: 1013.976685
	Iteration 1F: 3 clusters Score -4564730 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -4565507.000000 Penalty: 1013.976685
	Iteration 2Q: 3 clusters Score -4565507 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -4566509.500000 Penalty: 1013.976685
	Iteration 3Q: 3 clusters Score -4566510 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -4567861.000000 Penalty: 1013.976685
	Iteration 4Q: 3 clusters Score -4567861 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -4569936.000000 Penalty: 1013.976685
	Iteration 5F: 3 clusters Score -4569936 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -4572931.500000 Penalty: 1013.976685
	Iteration 6F: 3 clusters Score -4572932 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -4576894.500000 Penalty: 1013.976685
	Iteration 7F: 3 clusters Score -4576894 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -4580375.000000 Penalty: 1013.976685
	Iteration 8F: 3 clusters Score -4580375 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -4582904.500000 Penalty: 1013.976685
	Iteration 9Q: 3 clusters Score -4582904 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61501 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -4584623.000000 Penalty: 1013.976685
	Iteration 10Q: 3 clusters Score -4584623 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -4585683.000000 Penalty: 1013.976685
	Iteration 11Q: 3 clusters Score -4585683 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -4586408.000000 Penalty: 1013.976685
	Iteration 12Q: 3 clusters Score -4586408 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63903 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -4586928.000000 Penalty: 1013.976685
	Iteration 13Q: 3 clusters Score -4586928 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -4587321.500000 Penalty: 1013.976685
	Iteration 14Q: 3 clusters Score -4587322 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -4587630.500000 Penalty: 1013.976685
	Iteration 15Q: 3 clusters Score -4587630 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64423 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -4587847.000000 Penalty: 1013.976685
	Iteration 16Q: 3 clusters Score -4587847 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -4588014.000000 Penalty: 1013.976685
	Iteration 17Q: 3 clusters Score -4588014 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -4588129.500000 Penalty: 1013.976685
	Iteration 18Q: 3 clusters Score -4588130 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64195 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -4588216.500000 Penalty: 1013.976685
	Iteration 19Q: 3 clusters Score -4588216 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64043 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -4588313.000000 Penalty: 1013.976685
	Iteration 20F: 3 clusters Score -4588313 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -4588353.000000 Penalty: 1013.976685
	Iteration 21Q: 3 clusters Score -4588353 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63823 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -4588393.500000 Penalty: 1013.976685
	Iteration 22Q: 3 clusters Score -4588394 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63756 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -4588437.000000 Penalty: 1013.976685
	Iteration 23Q: 3 clusters Score -4588437 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -4588465.000000 Penalty: 1013.976685
	Iteration 24Q: 3 clusters Score -4588465 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63654 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -4588467.000000 Penalty: 1013.976685
	Iteration 25Q: 3 clusters Score -4588467 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -4588464.000000 Penalty: 1013.976685
	Iteration 26Q: 3 clusters Score -4588464 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -4588456.000000 Penalty: 1013.976685
	Iteration 27Q: 3 clusters Score -4588456 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -4588467.500000 Penalty: 1013.976685
	Iteration 28Q: 3 clusters Score -4588468 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -4588468.500000 Penalty: 1013.976685
	Iteration 29Q: 3 clusters Score -4588468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -4588465.500000 Penalty: 1013.976685
	Iteration 30Q: 3 clusters Score -4588466 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -4588458.000000 Penalty: 1013.976685
	Iteration 31Q: 3 clusters Score -4588458 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -4588444.000000 Penalty: 1013.976685
	Iteration 32Q: 3 clusters Score -4588444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -4588448.500000 Penalty: 1013.976685
	Iteration 33Q: 3 clusters Score -4588448 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -4588449.500000 Penalty: 1013.976685
	Iteration 34Q: 3 clusters Score -4588450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -4588444.000000 Penalty: 1013.976685
	Iteration 35Q: 3 clusters Score -4588444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -4588453.000000 Penalty: 1013.976685
	Iteration 36Q: 3 clusters Score -4588453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -4588444.000000 Penalty: 1013.976685
	Iteration 37Q: 3 clusters Score -4588444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -4588439.500000 Penalty: 1013.976685
	Iteration 38Q: 3 clusters Score -4588440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -4588439.000000 Penalty: 1013.976685
	Iteration 39Q: 3 clusters Score -4588439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62875 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -4588441.000000 Penalty: 1013.976685
	Iteration 40F: 3 clusters Score -4588441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -4588435.000000 Penalty: 1013.976685
	Iteration 41Q: 3 clusters Score -4588435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -4588433.000000 Penalty: 1013.976685
	Iteration 42Q: 3 clusters Score -4588433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62829 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -4588431.000000 Penalty: 1013.976685
	Iteration 43Q: 3 clusters Score -4588431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -4588435.000000 Penalty: 1013.976685
	Iteration 44Q: 3 clusters Score -4588435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -4588434.000000 Penalty: 1013.976685
	Iteration 45Q: 3 clusters Score -4588434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62790 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -4588429.500000 Penalty: 1013.976685
	Iteration 46Q: 3 clusters Score -4588430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62776 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -4588423.500000 Penalty: 1013.976685
	Iteration 47Q: 3 clusters Score -4588424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62759 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -4588418.500000 Penalty: 1013.976685
	Iteration 48Q: 3 clusters Score -4588418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62752 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -4588425.500000 Penalty: 1013.976685
	Iteration 49Q: 3 clusters Score -4588426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62744 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -4588430.500000 Penalty: 1013.976685
	Iteration 50Q: 3 clusters Score -4588430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -4588437.500000 Penalty: 1013.976685
	Iteration 51Q: 3 clusters Score -4588438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62720 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -4588432.500000 Penalty: 1013.976685
	Iteration 52Q: 3 clusters Score -4588432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -4588429.000000 Penalty: 1013.976685
	Iteration 53Q: 3 clusters Score -4588429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -4588431.500000 Penalty: 1013.976685
	Iteration 54Q: 3 clusters Score -4588432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -4588431.500000 Penalty: 1013.976685
	Iteration 55Q: 3 clusters Score -4588432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62660 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -4588421.000000 Penalty: 1013.976685
	Iteration 56Q: 3 clusters Score -4588421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -4588415.500000 Penalty: 1013.976685
	Iteration 57Q: 3 clusters Score -4588416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -4588420.000000 Penalty: 1013.976685
	Iteration 58Q: 3 clusters Score -4588420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62620 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -4588420.000000 Penalty: 1013.976685
	Iteration 59Q: 3 clusters Score -4588420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -4588414.000000 Penalty: 1013.976685
	Iteration 60F: 3 clusters Score -4588414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62606 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -4588408.000000 Penalty: 1013.976685
	Iteration 61Q: 3 clusters Score -4588408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -4588410.500000 Penalty: 1013.976685
	Iteration 62Q: 3 clusters Score -4588410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -4588408.000000 Penalty: 1013.976685
	Iteration 63Q: 3 clusters Score -4588408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -4588408.000000 Penalty: 1013.976685
	Iteration 64Q: 3 clusters Score -4588408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -4588407.500000 Penalty: 1013.976685
	Iteration 65Q: 3 clusters Score -4588408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -4588407.500000 Penalty: 1013.976685
	Iteration 66F: 3 clusters Score -4588408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Entering Unmasked Estep 
Score: -1654882.875000 Penalty: 461.467834
	Iteration 0F: 2 clusters Score -1654883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1637853.375000 Penalty: 922.935669
	Iteration 0F: 3 clusters Score -1637853 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1646171.875000 Penalty: 922.935669
	Iteration 1F: 3 clusters Score -1646172 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1647864.750000 Penalty: 922.935669
	Iteration 2F: 3 clusters Score -1647865 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1650294.375000 Penalty: 922.935669
	Iteration 3F: 3 clusters Score -1650294 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1653013.375000 Penalty: 922.935669
	Iteration 4F: 3 clusters Score -1653013 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1654380.125000 Penalty: 922.935669
	Iteration 5F: 3 clusters Score -1654380 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1654803.125000 Penalty: 922.935669
	Iteration 6Q: 3 clusters Score -1654803 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1655022.750000 Penalty: 922.935669
	Iteration 7Q: 3 clusters Score -1655023 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1655159.875000 Penalty: 922.935669
	Iteration 8Q: 3 clusters Score -1655160 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1655235.625000 Penalty: 922.935669
	Iteration 9Q: 3 clusters Score -1655236 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1655275.000000 Penalty: 922.935669
	Iteration 10Q: 3 clusters Score -1655275 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1655291.625000 Penalty: 922.935669
	Iteration 11Q: 3 clusters Score -1655292 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1655296.125000 Penalty: 922.935669
	Iteration 12Q: 3 clusters Score -1655296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1655296.500000 Penalty: 922.935669
	Iteration 13Q: 3 clusters Score -1655296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1655301.250000 Penalty: 922.935669
	Iteration 14Q: 3 clusters Score -1655301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1655305.500000 Penalty: 922.935669
	Iteration 15Q: 3 clusters Score -1655306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1655305.875000 Penalty: 922.935669
	Iteration 16Q: 3 clusters Score -1655306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1655307.375000 Penalty: 922.935669
	Iteration 17Q: 3 clusters Score -1655307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1655300.875000 Penalty: 922.935669
	Iteration 18Q: 3 clusters Score -1655301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1655301.875000 Penalty: 922.935669
	Iteration 19Q: 3 clusters Score -1655302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1655300.875000 Penalty: 922.935669
	Iteration 20F: 3 clusters Score -1655301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1655307.125000 Penalty: 922.935669
	Iteration 21Q: 3 clusters Score -1655307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1655302.375000 Penalty: 922.935669
	Iteration 22Q: 3 clusters Score -1655302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1655302.375000 Penalty: 922.935669
	Iteration 23Q: 3 clusters Score -1655302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1655301.625000 Penalty: 922.935669
	Iteration 24Q: 3 clusters Score -1655302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1655306.000000 Penalty: 922.935669
	Iteration 25Q: 3 clusters Score -1655306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1655305.625000 Penalty: 922.935669
	Iteration 26Q: 3 clusters Score -1655306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1655305.250000 Penalty: 922.935669
	Iteration 27Q: 3 clusters Score -1655305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1655304.750000 Penalty: 922.935669
	Iteration 28Q: 3 clusters Score -1655305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1655306.000000 Penalty: 922.935669
	Iteration 29Q: 3 clusters Score -1655306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1655306.125000 Penalty: 922.935669
	Iteration 30Q: 3 clusters Score -1655306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1655304.250000 Penalty: 922.935669
	Iteration 31Q: 3 clusters Score -1655304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1655303.375000 Penalty: 922.935669
	Iteration 32Q: 3 clusters Score -1655303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1655302.625000 Penalty: 922.935669
	Iteration 33Q: 3 clusters Score -1655303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1655303.000000 Penalty: 922.935669
	Iteration 34Q: 3 clusters Score -1655303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1655301.250000 Penalty: 922.935669
	Iteration 35Q: 3 clusters Score -1655301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1655297.750000 Penalty: 922.935669
	Iteration 36Q: 3 clusters Score -1655298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1655297.875000 Penalty: 922.935669
	Iteration 37Q: 3 clusters Score -1655298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1655297.125000 Penalty: 922.935669
	Iteration 38Q: 3 clusters Score -1655297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1655298.250000 Penalty: 922.935669
	Iteration 39Q: 3 clusters Score -1655298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1655296.875000 Penalty: 922.935669
	Iteration 40F: 3 clusters Score -1655297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1655295.875000 Penalty: 922.935669
	Iteration 41Q: 3 clusters Score -1655296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1655297.750000 Penalty: 922.935669
	Iteration 42Q: 3 clusters Score -1655298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1655297.750000 Penalty: 922.935669
	Iteration 43F: 3 clusters Score -1655298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 51347 members 
Mstep: Class 3 contains 3650 members 
Mstep: Class 4 contains 15392 members 
Mstep: Class 5 contains 21499 members 
Mstep: Class 6 contains 80923 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 4553 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50031 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 18578 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 37663 members 
Mstep: Class 16 contains 50531 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 22732 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 264 members 
Mstep: Class 21 contains 51905 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 45081 members 
Mstep: Class 24 contains 23144 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 69051 members 
Mstep: Class 28 contains 17815 members 
Mstep: Class 29 contains 1126 members 
Mstep: Class 30 contains 153 members 
Mstep: Class 31 contains 7576 members 
Entering Unmasked Estep 
Score: -35821716.000000 Penalty: 18718.445312
Splitting cluster 28 changes total score from -35820852.000000 to -35821716.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 51347 members 
Mstep: Class 3 contains 3650 members 
Mstep: Class 4 contains 15392 members 
Mstep: Class 5 contains 21499 members 
Mstep: Class 6 contains 80923 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 4553 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50031 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 18578 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 37663 members 
Mstep: Class 16 contains 50531 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 22732 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 264 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 45081 members 
Mstep: Class 24 contains 23144 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 69051 members 
Mstep: Class 28 contains 17815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35824596.000000 Penalty: 18718.445312
Iteration 119Q: 32 clusters Score -3.58246e+07 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 51623 members 
Mstep: Class 3 contains 3608 members 
Mstep: Class 4 contains 15185 members 
Mstep: Class 5 contains 21491 members 
Mstep: Class 6 contains 81093 members 
Mstep: Class 7 contains 1774 members 
Mstep: Class 8 contains 4529 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50878 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 18581 members 
Mstep: Class 14 contains 825 members 
Mstep: Class 15 contains 39572 members 
Mstep: Class 16 contains 49913 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 21275 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 268 members 
Mstep: Class 21 contains 50049 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 45000 members 
Mstep: Class 24 contains 23358 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 69274 members 
Mstep: Class 28 contains 18534 members 
Mstep: Class 29 contains 1123 members 
Mstep: Class 30 contains 152 members 
Mstep: Class 31 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35825472.000000 Penalty: 18718.445312
Iteration 120F: 32 clusters Score -3.582547e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 51865 members 
Mstep: Class 3 contains 3571 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 21486 members 
Mstep: Class 6 contains 80414 members 
Mstep: Class 7 contains 1770 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51073 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1331 members 
Mstep: Class 13 contains 18571 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 40701 members 
Mstep: Class 16 contains 49060 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 19972 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 49784 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 44812 members 
Mstep: Class 24 contains 23874 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 247 members 
Mstep: Class 27 contains 69780 members 
Mstep: Class 28 contains 19222 members 
Mstep: Class 29 contains 1329 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 7636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35826836.000000 Penalty: 18718.445312
Iteration 121Q: 32 clusters Score -3.582684e+07 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 52026 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 14818 members 
Mstep: Class 5 contains 21475 members 
Mstep: Class 6 contains 79613 members 
Mstep: Class 7 contains 1770 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51342 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1337 members 
Mstep: Class 13 contains 18570 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 41982 members 
Mstep: Class 16 contains 48260 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 18739 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 50153 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 44565 members 
Mstep: Class 24 contains 24269 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 69776 members 
Mstep: Class 28 contains 19861 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 7729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35827680.000000 Penalty: 18718.445312
Iteration 122Q: 32 clusters Score -3.582768e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 52183 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 4 contains 14671 members 
Mstep: Class 5 contains 21462 members 
Mstep: Class 6 contains 78906 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 4311 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51563 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1344 members 
Mstep: Class 13 contains 18566 members 
Mstep: Class 14 contains 836 members 
Mstep: Class 15 contains 43305 members 
Mstep: Class 16 contains 47257 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 17618 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 50949 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 44459 members 
Mstep: Class 24 contains 24642 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 69294 members 
Mstep: Class 28 contains 20480 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 7811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35828996.000000 Penalty: 18718.445312
Iteration 123Q: 32 clusters Score -3.5829e+07 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 52313 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 14541 members 
Mstep: Class 5 contains 21447 members 
Mstep: Class 6 contains 78415 members 
Mstep: Class 7 contains 1770 members 
Mstep: Class 8 contains 4244 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51727 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 18563 members 
Mstep: Class 14 contains 842 members 
Mstep: Class 15 contains 44609 members 
Mstep: Class 16 contains 46198 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 16569 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 52154 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 44385 members 
Mstep: Class 24 contains 24977 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 68287 members 
Mstep: Class 28 contains 21104 members 
Mstep: Class 29 contains 1644 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 7884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35829668.000000 Penalty: 18718.445312
Iteration 124Q: 32 clusters Score -3.582967e+07 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 3446 members 
Mstep: Class 4 contains 14389 members 
Mstep: Class 5 contains 21426 members 
Mstep: Class 6 contains 78046 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 4178 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51930 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1348 members 
Mstep: Class 13 contains 18559 members 
Mstep: Class 14 contains 845 members 
Mstep: Class 15 contains 45846 members 
Mstep: Class 16 contains 45119 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 15557 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 53711 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 44179 members 
Mstep: Class 24 contains 25256 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 66986 members 
Mstep: Class 28 contains 21762 members 
Mstep: Class 29 contains 1713 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 7967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35830860.000000 Penalty: 18718.445312
Iteration 125Q: 32 clusters Score -3.583086e+07 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 52602 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 14258 members 
Mstep: Class 5 contains 21395 members 
Mstep: Class 6 contains 77759 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 4111 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 52157 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1347 members 
Mstep: Class 13 contains 18553 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 46953 members 
Mstep: Class 16 contains 43962 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 14682 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 55402 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 44015 members 
Mstep: Class 24 contains 25480 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 65521 members 
Mstep: Class 28 contains 22441 members 
Mstep: Class 29 contains 1778 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35831564.000000 Penalty: 18718.445312
Iteration 126Q: 32 clusters Score -3.583156e+07 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 52748 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 14120 members 
Mstep: Class 5 contains 21368 members 
Mstep: Class 6 contains 77464 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 4047 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 52328 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1339 members 
Mstep: Class 13 contains 18545 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 47978 members 
Mstep: Class 16 contains 42853 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 13954 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 57248 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 43854 members 
Mstep: Class 24 contains 25670 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 63876 members 
Mstep: Class 28 contains 23143 members 
Mstep: Class 29 contains 1842 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35832244.000000 Penalty: 18718.445312
Iteration 127Q: 32 clusters Score -3.583224e+07 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 52874 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 13984 members 
Mstep: Class 5 contains 21351 members 
Mstep: Class 6 contains 77112 members 
Mstep: Class 7 contains 1774 members 
Mstep: Class 8 contains 3983 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 52556 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 18545 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 48857 members 
Mstep: Class 16 contains 41810 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 13299 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 59241 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 43748 members 
Mstep: Class 24 contains 25784 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 62188 members 
Mstep: Class 28 contains 23794 members 
Mstep: Class 29 contains 1877 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35832868.000000 Penalty: 18718.445312
Iteration 128Q: 32 clusters Score -3.583287e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 53007 members 
Mstep: Class 3 contains 3350 members 
Mstep: Class 4 contains 13859 members 
Mstep: Class 5 contains 21335 members 
Mstep: Class 6 contains 76809 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 52734 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 18543 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 49620 members 
Mstep: Class 16 contains 40837 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 12748 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 61277 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 43644 members 
Mstep: Class 24 contains 25821 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 60457 members 
Mstep: Class 28 contains 24421 members 
Mstep: Class 29 contains 1930 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35833896.000000 Penalty: 18718.445312
Iteration 129Q: 32 clusters Score -3.58339e+07 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 53110 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 13744 members 
Mstep: Class 5 contains 21322 members 
Mstep: Class 6 contains 76451 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 52976 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1331 members 
Mstep: Class 13 contains 18542 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 50158 members 
Mstep: Class 16 contains 39882 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 12291 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 63504 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 43572 members 
Mstep: Class 24 contains 25830 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 58642 members 
Mstep: Class 28 contains 25060 members 
Mstep: Class 29 contains 1978 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35834480.000000 Penalty: 18718.445312
Iteration 130Q: 32 clusters Score -3.583448e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 53229 members 
Mstep: Class 3 contains 3333 members 
Mstep: Class 4 contains 13619 members 
Mstep: Class 5 contains 21312 members 
Mstep: Class 6 contains 76084 members 
Mstep: Class 7 contains 1777 members 
Mstep: Class 8 contains 3842 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 53204 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 18548 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 15 contains 50613 members 
Mstep: Class 16 contains 38942 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 11938 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 65909 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 43546 members 
Mstep: Class 24 contains 25747 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 56678 members 
Mstep: Class 28 contains 25685 members 
Mstep: Class 29 contains 2014 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35834828.000000 Penalty: 18718.445312
Iteration 131Q: 32 clusters Score -3.583483e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 53327 members 
Mstep: Class 3 contains 3327 members 
Mstep: Class 4 contains 13508 members 
Mstep: Class 5 contains 21305 members 
Mstep: Class 6 contains 75767 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 3795 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 53471 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 18557 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 50676 members 
Mstep: Class 16 contains 38045 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 11631 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 68332 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 43497 members 
Mstep: Class 24 contains 25656 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 54934 members 
Mstep: Class 28 contains 26315 members 
Mstep: Class 29 contains 2056 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35835252.000000 Penalty: 18718.445312
Iteration 132Q: 32 clusters Score -3.583525e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 53435 members 
Mstep: Class 3 contains 3324 members 
Mstep: Class 4 contains 13401 members 
Mstep: Class 5 contains 21296 members 
Mstep: Class 6 contains 75522 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 3753 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 53632 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1330 members 
Mstep: Class 13 contains 18561 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 50368 members 
Mstep: Class 16 contains 37308 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 11335 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 70807 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 43407 members 
Mstep: Class 24 contains 25406 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 53631 members 
Mstep: Class 28 contains 26896 members 
Mstep: Class 29 contains 2111 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35835700.000000 Penalty: 18718.445312
Iteration 133Q: 32 clusters Score -3.58357e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 53560 members 
Mstep: Class 3 contains 3316 members 
Mstep: Class 4 contains 13288 members 
Mstep: Class 5 contains 21287 members 
Mstep: Class 6 contains 75373 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 3721 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 53777 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1330 members 
Mstep: Class 13 contains 18565 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 49644 members 
Mstep: Class 16 contains 36602 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 11040 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 73332 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 43347 members 
Mstep: Class 24 contains 25103 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 52589 members 
Mstep: Class 28 contains 27449 members 
Mstep: Class 29 contains 2188 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35835692.000000 Penalty: 18718.445312
Iteration 134Q: 32 clusters Score -3.583569e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 53676 members 
Mstep: Class 3 contains 3312 members 
Mstep: Class 4 contains 13176 members 
Mstep: Class 5 contains 21273 members 
Mstep: Class 6 contains 75272 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 3694 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 53943 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1325 members 
Mstep: Class 13 contains 18571 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 48704 members 
Mstep: Class 16 contains 35914 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 10777 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 75776 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 43196 members 
Mstep: Class 24 contains 24758 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 51856 members 
Mstep: Class 28 contains 28009 members 
Mstep: Class 29 contains 2272 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35835524.000000 Penalty: 18718.445312
Iteration 135Q: 32 clusters Score -3.583552e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 53809 members 
Mstep: Class 3 contains 3308 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 21260 members 
Mstep: Class 6 contains 75301 members 
Mstep: Class 7 contains 1780 members 
Mstep: Class 8 contains 3669 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 54034 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 18577 members 
Mstep: Class 14 contains 872 members 
Mstep: Class 15 contains 47518 members 
Mstep: Class 16 contains 35195 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 10518 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 78166 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 43086 members 
Mstep: Class 24 contains 24324 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 51421 members 
Mstep: Class 28 contains 28571 members 
Mstep: Class 29 contains 2359 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35835776.000000 Penalty: 18718.445312
Iteration 136Q: 32 clusters Score -3.583578e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 53938 members 
Mstep: Class 3 contains 3303 members 
Mstep: Class 4 contains 12937 members 
Mstep: Class 5 contains 21243 members 
Mstep: Class 6 contains 75401 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 3642 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 53845 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 18582 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 46580 members 
Mstep: Class 16 contains 34477 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 10366 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 80272 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 42953 members 
Mstep: Class 24 contains 23867 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 51178 members 
Mstep: Class 28 contains 29122 members 
Mstep: Class 29 contains 2436 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35835800.000000 Penalty: 18718.445312
Iteration 137Q: 32 clusters Score -3.58358e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 54077 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 12816 members 
Mstep: Class 5 contains 21237 members 
Mstep: Class 6 contains 75484 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 3621 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 53501 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1299 members 
Mstep: Class 13 contains 18585 members 
Mstep: Class 14 contains 880 members 
Mstep: Class 15 contains 45965 members 
Mstep: Class 16 contains 33841 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 10186 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 82115 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 42801 members 
Mstep: Class 24 contains 23374 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 51065 members 
Mstep: Class 28 contains 29650 members 
Mstep: Class 29 contains 2517 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35835632.000000 Penalty: 18718.445312
Iteration 138Q: 32 clusters Score -3.583563e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 54215 members 
Mstep: Class 3 contains 3299 members 
Mstep: Class 4 contains 12688 members 
Mstep: Class 5 contains 21236 members 
Mstep: Class 6 contains 75656 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 52972 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 18594 members 
Mstep: Class 14 contains 884 members 
Mstep: Class 15 contains 45571 members 
Mstep: Class 16 contains 33154 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 10052 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 83694 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 42651 members 
Mstep: Class 24 contains 22896 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 51050 members 
Mstep: Class 28 contains 30187 members 
Mstep: Class 29 contains 2613 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35835324.000000 Penalty: 18718.445312
Iteration 139Q: 32 clusters Score -3.583532e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 54325 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 12587 members 
Mstep: Class 5 contains 21233 members 
Mstep: Class 6 contains 75773 members 
Mstep: Class 7 contains 1780 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 52400 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 18610 members 
Mstep: Class 14 contains 886 members 
Mstep: Class 15 contains 45379 members 
Mstep: Class 16 contains 32553 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 9931 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 85070 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 42492 members 
Mstep: Class 24 contains 22383 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 51108 members 
Mstep: Class 28 contains 30708 members 
Mstep: Class 29 contains 2699 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35835708.000000 Penalty: 18718.445312
Iteration 140F: 32 clusters Score -3.583571e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 54425 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 12499 members 
Mstep: Class 5 contains 21241 members 
Mstep: Class 6 contains 75686 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 3572 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51791 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 18621 members 
Mstep: Class 14 contains 886 members 
Mstep: Class 15 contains 47679 members 
Mstep: Class 16 contains 31945 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 9756 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 86221 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 42348 members 
Mstep: Class 24 contains 21891 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 49016 members 
Mstep: Class 28 contains 31236 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35835728.000000 Penalty: 18718.445312
Iteration 141Q: 32 clusters Score -3.583573e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 54533 members 
Mstep: Class 3 contains 3302 members 
Mstep: Class 4 contains 12435 members 
Mstep: Class 5 contains 21242 members 
Mstep: Class 6 contains 75676 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 3559 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51154 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 18629 members 
Mstep: Class 14 contains 881 members 
Mstep: Class 15 contains 50233 members 
Mstep: Class 16 contains 31289 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 87067 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 42198 members 
Mstep: Class 24 contains 21394 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 47004 members 
Mstep: Class 28 contains 31759 members 
Mstep: Class 29 contains 3077 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35835692.000000 Penalty: 18718.445312
Iteration 142Q: 32 clusters Score -3.583569e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 54668 members 
Mstep: Class 3 contains 3302 members 
Mstep: Class 4 contains 12355 members 
Mstep: Class 5 contains 21246 members 
Mstep: Class 6 contains 75726 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 3541 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50566 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 18640 members 
Mstep: Class 14 contains 875 members 
Mstep: Class 15 contains 52844 members 
Mstep: Class 16 contains 30623 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 9420 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 87709 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 41998 members 
Mstep: Class 24 contains 20863 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 45103 members 
Mstep: Class 28 contains 32243 members 
Mstep: Class 29 contains 3283 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35835664.000000 Penalty: 18718.445312
Iteration 143Q: 32 clusters Score -3.583566e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 54800 members 
Mstep: Class 3 contains 3303 members 
Mstep: Class 4 contains 12274 members 
Mstep: Class 5 contains 21250 members 
Mstep: Class 6 contains 75684 members 
Mstep: Class 7 contains 1785 members 
Mstep: Class 8 contains 3523 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50043 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 18645 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 55502 members 
Mstep: Class 16 contains 29952 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 9301 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 88145 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 41763 members 
Mstep: Class 24 contains 20393 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 43349 members 
Mstep: Class 28 contains 32715 members 
Mstep: Class 29 contains 3496 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35835744.000000 Penalty: 18718.445312
Iteration 144Q: 32 clusters Score -3.583574e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 54935 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 12178 members 
Mstep: Class 5 contains 21260 members 
Mstep: Class 6 contains 75586 members 
Mstep: Class 7 contains 1786 members 
Mstep: Class 8 contains 3505 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49574 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 18650 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 58146 members 
Mstep: Class 16 contains 29303 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 9227 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 88426 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 41603 members 
Mstep: Class 24 contains 20008 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 41615 members 
Mstep: Class 28 contains 33132 members 
Mstep: Class 29 contains 3699 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35835880.000000 Penalty: 18718.445312
Iteration 145Q: 32 clusters Score -3.583588e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 55036 members 
Mstep: Class 3 contains 3312 members 
Mstep: Class 4 contains 12105 members 
Mstep: Class 5 contains 21271 members 
Mstep: Class 6 contains 75450 members 
Mstep: Class 7 contains 1789 members 
Mstep: Class 8 contains 3489 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49128 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 18654 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 60760 members 
Mstep: Class 16 contains 28638 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 9115 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 88572 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 41470 members 
Mstep: Class 24 contains 19633 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 40098 members 
Mstep: Class 28 contains 33536 members 
Mstep: Class 29 contains 3894 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35835916.000000 Penalty: 18718.445312
Iteration 146Q: 32 clusters Score -3.583592e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 55134 members 
Mstep: Class 3 contains 3312 members 
Mstep: Class 4 contains 12032 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 75352 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 8 contains 3471 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48777 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 18656 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 63281 members 
Mstep: Class 16 contains 27956 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 9050 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 88554 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 41337 members 
Mstep: Class 24 contains 19309 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 38670 members 
Mstep: Class 28 contains 33897 members 
Mstep: Class 29 contains 4085 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35835976.000000 Penalty: 18718.445312
Iteration 147Q: 32 clusters Score -3.583598e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 55238 members 
Mstep: Class 3 contains 3313 members 
Mstep: Class 4 contains 11959 members 
Mstep: Class 5 contains 21290 members 
Mstep: Class 6 contains 75178 members 
Mstep: Class 7 contains 1793 members 
Mstep: Class 8 contains 3456 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48503 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1254 members 
Mstep: Class 13 contains 18653 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 15 contains 65753 members 
Mstep: Class 16 contains 27268 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 88382 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 41202 members 
Mstep: Class 24 contains 19080 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 37391 members 
Mstep: Class 28 contains 34234 members 
Mstep: Class 29 contains 4269 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35836124.000000 Penalty: 18718.445312
Iteration 148Q: 32 clusters Score -3.583612e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 55340 members 
Mstep: Class 3 contains 3319 members 
Mstep: Class 4 contains 11883 members 
Mstep: Class 5 contains 21299 members 
Mstep: Class 6 contains 75118 members 
Mstep: Class 7 contains 1790 members 
Mstep: Class 8 contains 3441 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48290 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1253 members 
Mstep: Class 13 contains 18654 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 68111 members 
Mstep: Class 16 contains 26490 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 8943 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 88215 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 41066 members 
Mstep: Class 24 contains 18876 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 36117 members 
Mstep: Class 28 contains 34545 members 
Mstep: Class 29 contains 4447 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35836516.000000 Penalty: 18718.445312
Iteration 149Q: 32 clusters Score -3.583652e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 55433 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 11811 members 
Mstep: Class 5 contains 21309 members 
Mstep: Class 6 contains 75054 members 
Mstep: Class 7 contains 1790 members 
Mstep: Class 8 contains 3428 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48056 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1251 members 
Mstep: Class 13 contains 18654 members 
Mstep: Class 14 contains 816 members 
Mstep: Class 15 contains 70647 members 
Mstep: Class 16 contains 25752 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 8886 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 87961 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 40934 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 34805 members 
Mstep: Class 28 contains 34877 members 
Mstep: Class 29 contains 4628 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35836916.000000 Penalty: 18718.445312
Iteration 150Q: 32 clusters Score -3.583692e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 55521 members 
Mstep: Class 3 contains 3324 members 
Mstep: Class 4 contains 11736 members 
Mstep: Class 5 contains 21331 members 
Mstep: Class 6 contains 75066 members 
Mstep: Class 7 contains 1789 members 
Mstep: Class 8 contains 3407 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47840 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 18649 members 
Mstep: Class 14 contains 809 members 
Mstep: Class 15 contains 73275 members 
Mstep: Class 16 contains 24961 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 8825 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 87514 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 40844 members 
Mstep: Class 24 contains 18309 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 33555 members 
Mstep: Class 28 contains 35169 members 
Mstep: Class 29 contains 4798 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35837068.000000 Penalty: 18718.445312
Iteration 151Q: 32 clusters Score -3.583707e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 55618 members 
Mstep: Class 3 contains 3326 members 
Mstep: Class 4 contains 11658 members 
Mstep: Class 5 contains 21351 members 
Mstep: Class 6 contains 74965 members 
Mstep: Class 7 contains 1786 members 
Mstep: Class 8 contains 3393 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47648 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 18646 members 
Mstep: Class 14 contains 806 members 
Mstep: Class 15 contains 76051 members 
Mstep: Class 16 contains 24181 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 8750 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 86942 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 40759 members 
Mstep: Class 24 contains 17995 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 32394 members 
Mstep: Class 28 contains 35459 members 
Mstep: Class 29 contains 4968 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35837692.000000 Penalty: 18718.445312
Iteration 152Q: 32 clusters Score -3.583769e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 55699 members 
Mstep: Class 3 contains 3328 members 
Mstep: Class 4 contains 11593 members 
Mstep: Class 5 contains 21367 members 
Mstep: Class 6 contains 74745 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47488 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 18644 members 
Mstep: Class 14 contains 804 members 
Mstep: Class 15 contains 79134 members 
Mstep: Class 16 contains 23403 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 85781 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 40671 members 
Mstep: Class 24 contains 17734 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 31542 members 
Mstep: Class 28 contains 35752 members 
Mstep: Class 29 contains 5137 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35839608.000000 Penalty: 18718.445312
Iteration 153Q: 32 clusters Score -3.583961e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 55783 members 
Mstep: Class 3 contains 3333 members 
Mstep: Class 4 contains 11512 members 
Mstep: Class 5 contains 21389 members 
Mstep: Class 6 contains 74547 members 
Mstep: Class 7 contains 1780 members 
Mstep: Class 8 contains 3365 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47403 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1257 members 
Mstep: Class 13 contains 18641 members 
Mstep: Class 14 contains 803 members 
Mstep: Class 15 contains 83210 members 
Mstep: Class 16 contains 22563 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 8702 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 82633 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 40731 members 
Mstep: Class 24 contains 17449 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 31528 members 
Mstep: Class 28 contains 36004 members 
Mstep: Class 29 contains 5299 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35841848.000000 Penalty: 18718.445312
Iteration 154Q: 32 clusters Score -3.584185e+07 nChanged 10878
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 55866 members 
Mstep: Class 3 contains 3336 members 
Mstep: Class 4 contains 11435 members 
Mstep: Class 5 contains 21410 members 
Mstep: Class 6 contains 74390 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 3352 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47506 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 18638 members 
Mstep: Class 14 contains 803 members 
Mstep: Class 15 contains 88938 members 
Mstep: Class 16 contains 21774 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 8729 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 76625 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 40801 members 
Mstep: Class 24 contains 17118 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 32426 members 
Mstep: Class 28 contains 36280 members 
Mstep: Class 29 contains 5458 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35841844.000000 Penalty: 18718.445312
Iteration 155Q: 32 clusters Score -3.584184e+07 nChanged 12604
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 55956 members 
Mstep: Class 3 contains 3339 members 
Mstep: Class 4 contains 11341 members 
Mstep: Class 5 contains 21424 members 
Mstep: Class 6 contains 74078 members 
Mstep: Class 7 contains 1774 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48123 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 18634 members 
Mstep: Class 14 contains 803 members 
Mstep: Class 15 contains 94616 members 
Mstep: Class 16 contains 21018 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 8752 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 69990 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 40798 members 
Mstep: Class 24 contains 16712 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 33777 members 
Mstep: Class 28 contains 36585 members 
Mstep: Class 29 contains 5576 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35841316.000000 Penalty: 18718.445312
Iteration 156Q: 32 clusters Score -3.584132e+07 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 56020 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 11251 members 
Mstep: Class 5 contains 21435 members 
Mstep: Class 6 contains 73388 members 
Mstep: Class 7 contains 1770 members 
Mstep: Class 8 contains 3329 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48682 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 18621 members 
Mstep: Class 14 contains 804 members 
Mstep: Class 15 contains 97332 members 
Mstep: Class 16 contains 20283 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 8705 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 67027 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 40720 members 
Mstep: Class 24 contains 16291 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 35060 members 
Mstep: Class 28 contains 36876 members 
Mstep: Class 29 contains 5666 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35838952.000000 Penalty: 18718.445312
Iteration 157Q: 32 clusters Score -3.583895e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 56089 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 11175 members 
Mstep: Class 5 contains 21435 members 
Mstep: Class 6 contains 72976 members 
Mstep: Class 7 contains 1765 members 
Mstep: Class 8 contains 3316 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49179 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 18606 members 
Mstep: Class 14 contains 806 members 
Mstep: Class 15 contains 97348 members 
Mstep: Class 16 contains 19521 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 8684 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 66815 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 40617 members 
Mstep: Class 24 contains 15840 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 36186 members 
Mstep: Class 28 contains 37134 members 
Mstep: Class 29 contains 5745 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35838032.000000 Penalty: 18718.445312
Iteration 158Q: 32 clusters Score -3.583803e+07 nChanged 5580
Entering ConstructFrom: 
Score: -35838032.000000 Penalty: 18718.445312
Entering ConstructFrom: 
Trying to split cluster 1 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -13671.285156 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -13671.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13367.530273 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -13367.53 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13432.279297 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -13432.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13450.681641 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -13450.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13457.910156 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -13457.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13465.259766 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -13465.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13467.857422 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -13467.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13467.857422 Penalty: 493.670471
	Iteration 6F: 3 clusters Score -13467.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Entering Unmasked Estep 
Score: -3353485.250000 Penalty: 497.591034
	Iteration 0F: 2 clusters Score -3353485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3315687.250000 Penalty: 995.182068
	Iteration 0F: 3 clusters Score -3315687 nChanged 27175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -3331875.500000 Penalty: 995.182068
	Iteration 1F: 3 clusters Score -3331876 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3332598.750000 Penalty: 995.182068
	Iteration 2Q: 3 clusters Score -3332599 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -3333588.000000 Penalty: 995.182068
	Iteration 3Q: 3 clusters Score -3333588 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -3335025.750000 Penalty: 995.182068
	Iteration 4F: 3 clusters Score -3335026 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -3337166.000000 Penalty: 995.182068
	Iteration 5F: 3 clusters Score -3337166 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -3340113.250000 Penalty: 995.182068
	Iteration 6F: 3 clusters Score -3340113 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3343027.000000 Penalty: 995.182068
	Iteration 7F: 3 clusters Score -3343027 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -3344573.500000 Penalty: 995.182068
	Iteration 8Q: 3 clusters Score -3344574 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -3345106.500000 Penalty: 995.182068
	Iteration 9Q: 3 clusters Score -3345106 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3345368.500000 Penalty: 995.182068
	Iteration 10Q: 3 clusters Score -3345368 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -3345556.750000 Penalty: 995.182068
	Iteration 11Q: 3 clusters Score -3345557 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3345710.500000 Penalty: 995.182068
	Iteration 12Q: 3 clusters Score -3345710 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -3345873.000000 Penalty: 995.182068
	Iteration 13Q: 3 clusters Score -3345873 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3346053.250000 Penalty: 995.182068
	Iteration 14Q: 3 clusters Score -3346053 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3346226.250000 Penalty: 995.182068
	Iteration 15Q: 3 clusters Score -3346226 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3346398.000000 Penalty: 995.182068
	Iteration 16Q: 3 clusters Score -3346398 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3346557.500000 Penalty: 995.182068
	Iteration 17Q: 3 clusters Score -3346558 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3346768.500000 Penalty: 995.182068
	Iteration 18Q: 3 clusters Score -3346768 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3346956.250000 Penalty: 995.182068
	Iteration 19Q: 3 clusters Score -3346956 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -3347171.250000 Penalty: 995.182068
	Iteration 20F: 3 clusters Score -3347171 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -3347381.250000 Penalty: 995.182068
	Iteration 21Q: 3 clusters Score -3347381 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3347632.250000 Penalty: 995.182068
	Iteration 22Q: 3 clusters Score -3347632 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3347903.500000 Penalty: 995.182068
	Iteration 23Q: 3 clusters Score -3347904 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -3348199.000000 Penalty: 995.182068
	Iteration 24Q: 3 clusters Score -3348199 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -3348516.750000 Penalty: 995.182068
	Iteration 25Q: 3 clusters Score -3348517 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -3348879.750000 Penalty: 995.182068
	Iteration 26Q: 3 clusters Score -3348880 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -3349229.000000 Penalty: 995.182068
	Iteration 27Q: 3 clusters Score -3349229 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3349567.500000 Penalty: 995.182068
	Iteration 28Q: 3 clusters Score -3349568 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -3349858.000000 Penalty: 995.182068
	Iteration 29Q: 3 clusters Score -3349858 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -3350159.500000 Penalty: 995.182068
	Iteration 30Q: 3 clusters Score -3350160 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -3350483.000000 Penalty: 995.182068
	Iteration 31Q: 3 clusters Score -3350483 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -3350754.250000 Penalty: 995.182068
	Iteration 32Q: 3 clusters Score -3350754 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -3350999.250000 Penalty: 995.182068
	Iteration 33Q: 3 clusters Score -3350999 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3351257.000000 Penalty: 995.182068
	Iteration 34Q: 3 clusters Score -3351257 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3351518.500000 Penalty: 995.182068
	Iteration 35Q: 3 clusters Score -3351518 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3351802.500000 Penalty: 995.182068
	Iteration 36Q: 3 clusters Score -3351802 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3352000.000000 Penalty: 995.182068
	Iteration 37Q: 3 clusters Score -3352000 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3352174.500000 Penalty: 995.182068
	Iteration 38Q: 3 clusters Score -3352174 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3352347.250000 Penalty: 995.182068
	Iteration 39Q: 3 clusters Score -3352347 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3352509.000000 Penalty: 995.182068
	Iteration 40F: 3 clusters Score -3352509 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3352641.000000 Penalty: 995.182068
	Iteration 41Q: 3 clusters Score -3352641 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3352779.500000 Penalty: 995.182068
	Iteration 42Q: 3 clusters Score -3352780 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3352868.000000 Penalty: 995.182068
	Iteration 43Q: 3 clusters Score -3352868 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3352938.000000 Penalty: 995.182068
	Iteration 44Q: 3 clusters Score -3352938 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3352980.000000 Penalty: 995.182068
	Iteration 45Q: 3 clusters Score -3352980 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3353001.000000 Penalty: 995.182068
	Iteration 46Q: 3 clusters Score -3353001 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3353017.000000 Penalty: 995.182068
	Iteration 47Q: 3 clusters Score -3353017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3353038.250000 Penalty: 995.182068
	Iteration 48Q: 3 clusters Score -3353038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3353042.250000 Penalty: 995.182068
	Iteration 49Q: 3 clusters Score -3353042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3353047.750000 Penalty: 995.182068
	Iteration 50Q: 3 clusters Score -3353048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3353060.750000 Penalty: 995.182068
	Iteration 51Q: 3 clusters Score -3353061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3353066.000000 Penalty: 995.182068
	Iteration 52Q: 3 clusters Score -3353066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3353070.500000 Penalty: 995.182068
	Iteration 53Q: 3 clusters Score -3353070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3353074.000000 Penalty: 995.182068
	Iteration 54Q: 3 clusters Score -3353074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3353077.500000 Penalty: 995.182068
	Iteration 55Q: 3 clusters Score -3353078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -3353086.750000 Penalty: 995.182068
	Iteration 56Q: 3 clusters Score -3353087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -3353087.000000 Penalty: 995.182068
	Iteration 57Q: 3 clusters Score -3353087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3353090.000000 Penalty: 995.182068
	Iteration 58Q: 3 clusters Score -3353090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3353088.750000 Penalty: 995.182068
	Iteration 59Q: 3 clusters Score -3353089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56001 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3353088.500000 Penalty: 995.182068
	Iteration 60F: 3 clusters Score -3353088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3353091.000000 Penalty: 995.182068
	Iteration 61Q: 3 clusters Score -3353091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3353091.000000 Penalty: 995.182068
	Iteration 62F: 3 clusters Score -3353091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Entering Unmasked Estep 
Score: -192816.296875 Penalty: 369.215393
	Iteration 0F: 2 clusters Score -192816.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -190528.328125 Penalty: 738.430786
	Iteration 0F: 3 clusters Score -190528.3 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -191437.671875 Penalty: 738.430786
	Iteration 1F: 3 clusters Score -191437.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -191694.156250 Penalty: 738.430786
	Iteration 2F: 3 clusters Score -191694.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -191973.796875 Penalty: 738.430786
	Iteration 3F: 3 clusters Score -191973.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -192147.515625 Penalty: 738.430786
	Iteration 4F: 3 clusters Score -192147.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -192244.687500 Penalty: 738.430786
	Iteration 5Q: 3 clusters Score -192244.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -192307.968750 Penalty: 738.430786
	Iteration 6Q: 3 clusters Score -192308 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -192356.156250 Penalty: 738.430786
	Iteration 7Q: 3 clusters Score -192356.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -192394.406250 Penalty: 738.430786
	Iteration 8Q: 3 clusters Score -192394.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -192420.812500 Penalty: 738.430786
	Iteration 9Q: 3 clusters Score -192420.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -192440.968750 Penalty: 738.430786
	Iteration 10Q: 3 clusters Score -192441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -192455.171875 Penalty: 738.430786
	Iteration 11Q: 3 clusters Score -192455.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -192467.734375 Penalty: 738.430786
	Iteration 12Q: 3 clusters Score -192467.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -192490.812500 Penalty: 738.430786
	Iteration 13Q: 3 clusters Score -192490.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -192514.656250 Penalty: 738.430786
	Iteration 14Q: 3 clusters Score -192514.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -192544.453125 Penalty: 738.430786
	Iteration 15Q: 3 clusters Score -192544.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -192585.265625 Penalty: 738.430786
	Iteration 16Q: 3 clusters Score -192585.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -192614.703125 Penalty: 738.430786
	Iteration 17Q: 3 clusters Score -192614.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -192644.734375 Penalty: 738.430786
	Iteration 18Q: 3 clusters Score -192644.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -192658.140625 Penalty: 738.430786
	Iteration 19Q: 3 clusters Score -192658.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -192667.187500 Penalty: 738.430786
	Iteration 20F: 3 clusters Score -192667.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -192671.453125 Penalty: 738.430786
	Iteration 21Q: 3 clusters Score -192671.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -192672.046875 Penalty: 738.430786
	Iteration 22Q: 3 clusters Score -192672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -192673.156250 Penalty: 738.430786
	Iteration 23Q: 3 clusters Score -192673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -192673.640625 Penalty: 738.430786
	Iteration 24Q: 3 clusters Score -192673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -192673.640625 Penalty: 738.430786
	Iteration 25F: 3 clusters Score -192673.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Entering Unmasked Estep 
Score: -682420.375000 Penalty: 423.794250
	Iteration 0F: 2 clusters Score -682420.4 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 5668 members 
Entering Unmasked Estep 
Score: -675038.750000 Penalty: 847.588501
	Iteration 0F: 3 clusters Score -675038.8 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -678615.500000 Penalty: 847.588501
	Iteration 1F: 3 clusters Score -678615.5 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -679592.562500 Penalty: 847.588501
	Iteration 2F: 3 clusters Score -679592.6 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -680747.250000 Penalty: 847.588501
	Iteration 3F: 3 clusters Score -680747.2 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -681574.562500 Penalty: 847.588501
	Iteration 4F: 3 clusters Score -681574.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -681944.312500 Penalty: 847.588501
	Iteration 5Q: 3 clusters Score -681944.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -682093.000000 Penalty: 847.588501
	Iteration 6Q: 3 clusters Score -682093 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -682133.875000 Penalty: 847.588501
	Iteration 7Q: 3 clusters Score -682133.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -682157.812500 Penalty: 847.588501
	Iteration 8Q: 3 clusters Score -682157.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -682175.750000 Penalty: 847.588501
	Iteration 9Q: 3 clusters Score -682175.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -682189.562500 Penalty: 847.588501
	Iteration 10Q: 3 clusters Score -682189.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -682200.437500 Penalty: 847.588501
	Iteration 11Q: 3 clusters Score -682200.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -682206.937500 Penalty: 847.588501
	Iteration 12Q: 3 clusters Score -682206.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -682218.687500 Penalty: 847.588501
	Iteration 13Q: 3 clusters Score -682218.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -682222.437500 Penalty: 847.588501
	Iteration 14Q: 3 clusters Score -682222.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -682227.937500 Penalty: 847.588501
	Iteration 15Q: 3 clusters Score -682227.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -682232.937500 Penalty: 847.588501
	Iteration 16Q: 3 clusters Score -682232.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -682234.000000 Penalty: 847.588501
	Iteration 17Q: 3 clusters Score -682234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -682239.375000 Penalty: 847.588501
	Iteration 18Q: 3 clusters Score -682239.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -682240.625000 Penalty: 847.588501
	Iteration 19Q: 3 clusters Score -682240.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -682243.875000 Penalty: 847.588501
	Iteration 20F: 3 clusters Score -682243.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -682245.500000 Penalty: 847.588501
	Iteration 21Q: 3 clusters Score -682245.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -682249.437500 Penalty: 847.588501
	Iteration 22Q: 3 clusters Score -682249.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -682250.125000 Penalty: 847.588501
	Iteration 23Q: 3 clusters Score -682250.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -682253.625000 Penalty: 847.588501
	Iteration 24Q: 3 clusters Score -682253.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -682255.937500 Penalty: 847.588501
	Iteration 25Q: 3 clusters Score -682255.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -682257.375000 Penalty: 847.588501
	Iteration 26Q: 3 clusters Score -682257.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -682257.750000 Penalty: 847.588501
	Iteration 27Q: 3 clusters Score -682257.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -682260.687500 Penalty: 847.588501
	Iteration 28Q: 3 clusters Score -682260.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -682262.187500 Penalty: 847.588501
	Iteration 29Q: 3 clusters Score -682262.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -682262.062500 Penalty: 847.588501
	Iteration 30Q: 3 clusters Score -682262.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -682264.187500 Penalty: 847.588501
	Iteration 31Q: 3 clusters Score -682264.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -682266.875000 Penalty: 847.588501
	Iteration 32Q: 3 clusters Score -682266.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -682267.125000 Penalty: 847.588501
	Iteration 33Q: 3 clusters Score -682267.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -682268.812500 Penalty: 847.588501
	Iteration 34Q: 3 clusters Score -682268.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -682270.375000 Penalty: 847.588501
	Iteration 35Q: 3 clusters Score -682270.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -682269.562500 Penalty: 847.588501
	Iteration 36Q: 3 clusters Score -682269.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -682269.812500 Penalty: 847.588501
	Iteration 37Q: 3 clusters Score -682269.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -682270.437500 Penalty: 847.588501
	Iteration 38Q: 3 clusters Score -682270.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -682272.187500 Penalty: 847.588501
	Iteration 39Q: 3 clusters Score -682272.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -682273.750000 Penalty: 847.588501
	Iteration 40F: 3 clusters Score -682273.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -682274.125000 Penalty: 847.588501
	Iteration 41Q: 3 clusters Score -682274.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -682274.312500 Penalty: 847.588501
	Iteration 42Q: 3 clusters Score -682274.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -682274.312500 Penalty: 847.588501
	Iteration 43F: 3 clusters Score -682274.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Entering Unmasked Estep 
Score: -1351983.000000 Penalty: 453.759369
	Iteration 0F: 2 clusters Score -1351983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1337615.000000 Penalty: 907.518738
	Iteration 0F: 3 clusters Score -1337615 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1343878.125000 Penalty: 907.518738
	Iteration 1F: 3 clusters Score -1343878 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1344586.750000 Penalty: 907.518738
	Iteration 2F: 3 clusters Score -1344587 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1345692.375000 Penalty: 907.518738
	Iteration 3F: 3 clusters Score -1345692 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1347294.750000 Penalty: 907.518738
	Iteration 4F: 3 clusters Score -1347295 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1349143.625000 Penalty: 907.518738
	Iteration 5F: 3 clusters Score -1349144 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1350570.500000 Penalty: 907.518738
	Iteration 6F: 3 clusters Score -1350570 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1351391.625000 Penalty: 907.518738
	Iteration 7Q: 3 clusters Score -1351392 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1351691.500000 Penalty: 907.518738
	Iteration 8Q: 3 clusters Score -1351692 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1351788.125000 Penalty: 907.518738
	Iteration 9Q: 3 clusters Score -1351788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1351835.375000 Penalty: 907.518738
	Iteration 10Q: 3 clusters Score -1351835 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1351858.375000 Penalty: 907.518738
	Iteration 11Q: 3 clusters Score -1351858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1351869.125000 Penalty: 907.518738
	Iteration 12Q: 3 clusters Score -1351869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1351873.000000 Penalty: 907.518738
	Iteration 13Q: 3 clusters Score -1351873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1351873.500000 Penalty: 907.518738
	Iteration 14Q: 3 clusters Score -1351874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1351873.250000 Penalty: 907.518738
	Iteration 15Q: 3 clusters Score -1351873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1351876.250000 Penalty: 907.518738
	Iteration 16Q: 3 clusters Score -1351876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1351879.250000 Penalty: 907.518738
	Iteration 17Q: 3 clusters Score -1351879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1351881.750000 Penalty: 907.518738
	Iteration 18Q: 3 clusters Score -1351882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1351883.125000 Penalty: 907.518738
	Iteration 19Q: 3 clusters Score -1351883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1351884.125000 Penalty: 907.518738
	Iteration 20F: 3 clusters Score -1351884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1351886.625000 Penalty: 907.518738
	Iteration 21Q: 3 clusters Score -1351887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1351889.750000 Penalty: 907.518738
	Iteration 22Q: 3 clusters Score -1351890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1351889.000000 Penalty: 907.518738
	Iteration 23Q: 3 clusters Score -1351889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1351888.875000 Penalty: 907.518738
	Iteration 24Q: 3 clusters Score -1351889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1351893.375000 Penalty: 907.518738
	Iteration 25Q: 3 clusters Score -1351893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1351894.500000 Penalty: 907.518738
	Iteration 26Q: 3 clusters Score -1351894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1351893.375000 Penalty: 907.518738
	Iteration 27Q: 3 clusters Score -1351893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1351896.875000 Penalty: 907.518738
	Iteration 28Q: 3 clusters Score -1351897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1351896.125000 Penalty: 907.518738
	Iteration 29Q: 3 clusters Score -1351896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1351897.750000 Penalty: 907.518738
	Iteration 30Q: 3 clusters Score -1351898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1351897.750000 Penalty: 907.518738
	Iteration 31Q: 3 clusters Score -1351898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1351897.750000 Penalty: 907.518738
	Iteration 32F: 3 clusters Score -1351898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72975 members 
Entering Unmasked Estep 
Score: -4796214.500000 Penalty: 509.503174
	Iteration 0F: 2 clusters Score -4796214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -4748179.000000 Penalty: 1019.006348
	Iteration 0F: 3 clusters Score -4748179 nChanged 35575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -4769860.500000 Penalty: 1019.006348
	Iteration 1F: 3 clusters Score -4769860 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -4771495.500000 Penalty: 1019.006348
	Iteration 2Q: 3 clusters Score -4771496 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -4774074.500000 Penalty: 1019.006348
	Iteration 3F: 3 clusters Score -4774074 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -4778048.000000 Penalty: 1019.006348
	Iteration 4F: 3 clusters Score -4778048 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -4783139.000000 Penalty: 1019.006348
	Iteration 5F: 3 clusters Score -4783139 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61381 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -4787788.000000 Penalty: 1019.006348
	Iteration 6F: 3 clusters Score -4787788 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64681 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -4791097.500000 Penalty: 1019.006348
	Iteration 7Q: 3 clusters Score -4791098 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66743 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -4793119.500000 Penalty: 1019.006348
	Iteration 8Q: 3 clusters Score -4793120 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67993 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -4794364.000000 Penalty: 1019.006348
	Iteration 9Q: 3 clusters Score -4794364 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68776 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -4795037.500000 Penalty: 1019.006348
	Iteration 10Q: 3 clusters Score -4795038 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -4795452.500000 Penalty: 1019.006348
	Iteration 11Q: 3 clusters Score -4795452 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4795745.500000 Penalty: 1019.006348
	Iteration 12Q: 3 clusters Score -4795746 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70072 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4795938.500000 Penalty: 1019.006348
	Iteration 13Q: 3 clusters Score -4795938 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70341 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -4796024.500000 Penalty: 1019.006348
	Iteration 14Q: 3 clusters Score -4796024 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4796071.000000 Penalty: 1019.006348
	Iteration 15Q: 3 clusters Score -4796071 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70698 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4796114.000000 Penalty: 1019.006348
	Iteration 16Q: 3 clusters Score -4796114 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70824 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4796138.000000 Penalty: 1019.006348
	Iteration 17Q: 3 clusters Score -4796138 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4796166.500000 Penalty: 1019.006348
	Iteration 18Q: 3 clusters Score -4796166 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4796174.500000 Penalty: 1019.006348
	Iteration 19Q: 3 clusters Score -4796174 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71085 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4796168.500000 Penalty: 1019.006348
	Iteration 20F: 3 clusters Score -4796168 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71161 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4796166.000000 Penalty: 1019.006348
	Iteration 21Q: 3 clusters Score -4796166 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71234 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4796164.000000 Penalty: 1019.006348
	Iteration 22Q: 3 clusters Score -4796164 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71308 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4796166.500000 Penalty: 1019.006348
	Iteration 23Q: 3 clusters Score -4796166 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71370 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4796150.500000 Penalty: 1019.006348
	Iteration 24Q: 3 clusters Score -4796150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71428 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4796151.500000 Penalty: 1019.006348
	Iteration 25Q: 3 clusters Score -4796152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71486 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4796155.000000 Penalty: 1019.006348
	Iteration 26Q: 3 clusters Score -4796155 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71538 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4796153.000000 Penalty: 1019.006348
	Iteration 27Q: 3 clusters Score -4796153 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71582 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4796157.000000 Penalty: 1019.006348
	Iteration 28Q: 3 clusters Score -4796157 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71629 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4796158.500000 Penalty: 1019.006348
	Iteration 29Q: 3 clusters Score -4796158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71670 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4796156.000000 Penalty: 1019.006348
	Iteration 30Q: 3 clusters Score -4796156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4796159.500000 Penalty: 1019.006348
	Iteration 31Q: 3 clusters Score -4796160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71731 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4796158.500000 Penalty: 1019.006348
	Iteration 32Q: 3 clusters Score -4796158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71764 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4796167.500000 Penalty: 1019.006348
	Iteration 33Q: 3 clusters Score -4796168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71797 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4796163.500000 Penalty: 1019.006348
	Iteration 34Q: 3 clusters Score -4796164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71820 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4796160.500000 Penalty: 1019.006348
	Iteration 35Q: 3 clusters Score -4796160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71837 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4796155.500000 Penalty: 1019.006348
	Iteration 36Q: 3 clusters Score -4796156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71857 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4796154.500000 Penalty: 1019.006348
	Iteration 37Q: 3 clusters Score -4796154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4796150.500000 Penalty: 1019.006348
	Iteration 38Q: 3 clusters Score -4796150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71877 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4796152.000000 Penalty: 1019.006348
	Iteration 39Q: 3 clusters Score -4796152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71883 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4796148.500000 Penalty: 1019.006348
	Iteration 40F: 3 clusters Score -4796148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71887 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4796153.500000 Penalty: 1019.006348
	Iteration 41Q: 3 clusters Score -4796154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71894 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4796151.000000 Penalty: 1019.006348
	Iteration 42Q: 3 clusters Score -4796151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4796150.000000 Penalty: 1019.006348
	Iteration 43Q: 3 clusters Score -4796150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71907 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4796151.000000 Penalty: 1019.006348
	Iteration 44Q: 3 clusters Score -4796151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71915 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4796146.500000 Penalty: 1019.006348
	Iteration 45Q: 3 clusters Score -4796146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4796150.000000 Penalty: 1019.006348
	Iteration 46Q: 3 clusters Score -4796150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4796148.500000 Penalty: 1019.006348
	Iteration 47Q: 3 clusters Score -4796148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71932 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4796147.500000 Penalty: 1019.006348
	Iteration 48Q: 3 clusters Score -4796148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71934 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4796141.000000 Penalty: 1019.006348
	Iteration 49Q: 3 clusters Score -4796141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4796143.500000 Penalty: 1019.006348
	Iteration 50Q: 3 clusters Score -4796144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71944 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4796143.000000 Penalty: 1019.006348
	Iteration 51Q: 3 clusters Score -4796143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71950 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4796141.500000 Penalty: 1019.006348
	Iteration 52Q: 3 clusters Score -4796142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71953 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4796141.500000 Penalty: 1019.006348
	Iteration 53Q: 3 clusters Score -4796142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4796141.000000 Penalty: 1019.006348
	Iteration 54Q: 3 clusters Score -4796141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71958 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4796137.000000 Penalty: 1019.006348
	Iteration 55Q: 3 clusters Score -4796137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4796135.500000 Penalty: 1019.006348
	Iteration 56Q: 3 clusters Score -4796136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71962 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4796136.500000 Penalty: 1019.006348
	Iteration 57Q: 3 clusters Score -4796136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71964 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4796139.500000 Penalty: 1019.006348
	Iteration 58Q: 3 clusters Score -4796140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71967 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4796136.500000 Penalty: 1019.006348
	Iteration 59Q: 3 clusters Score -4796136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71971 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4796138.500000 Penalty: 1019.006348
	Iteration 60F: 3 clusters Score -4796138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71973 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4796145.000000 Penalty: 1019.006348
	Iteration 61Q: 3 clusters Score -4796145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4796142.500000 Penalty: 1019.006348
	Iteration 62Q: 3 clusters Score -4796142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4796138.000000 Penalty: 1019.006348
	Iteration 63Q: 3 clusters Score -4796138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71981 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4796138.500000 Penalty: 1019.006348
	Iteration 64Q: 3 clusters Score -4796138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71982 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4796140.000000 Penalty: 1019.006348
	Iteration 65Q: 3 clusters Score -4796140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71983 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4796138.000000 Penalty: 1019.006348
	Iteration 66Q: 3 clusters Score -4796138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71983 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4796138.000000 Penalty: 1019.006348
	Iteration 67F: 3 clusters Score -4796138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Entering Unmasked Estep 
Score: -112293.609375 Penalty: 340.076324
	Iteration 0F: 2 clusters Score -112293.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -111014.835938 Penalty: 680.152649
	Iteration 0F: 3 clusters Score -111014.8 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -111407.750000 Penalty: 680.152649
	Iteration 1F: 3 clusters Score -111407.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -111472.679688 Penalty: 680.152649
	Iteration 2F: 3 clusters Score -111472.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -111517.570312 Penalty: 680.152649
	Iteration 3F: 3 clusters Score -111517.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -111569.312500 Penalty: 680.152649
	Iteration 4Q: 3 clusters Score -111569.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -111625.992188 Penalty: 680.152649
	Iteration 5Q: 3 clusters Score -111626 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -111673.804688 Penalty: 680.152649
	Iteration 6Q: 3 clusters Score -111673.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -111733.554688 Penalty: 680.152649
	Iteration 7Q: 3 clusters Score -111733.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -111775.476562 Penalty: 680.152649
	Iteration 8Q: 3 clusters Score -111775.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -111811.828125 Penalty: 680.152649
	Iteration 9Q: 3 clusters Score -111811.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -111844.875000 Penalty: 680.152649
	Iteration 10Q: 3 clusters Score -111844.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -111876.289062 Penalty: 680.152649
	Iteration 11Q: 3 clusters Score -111876.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -111902.132812 Penalty: 680.152649
	Iteration 12Q: 3 clusters Score -111902.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -111919.320312 Penalty: 680.152649
	Iteration 13Q: 3 clusters Score -111919.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -111937.429688 Penalty: 680.152649
	Iteration 14Q: 3 clusters Score -111937.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -111953.765625 Penalty: 680.152649
	Iteration 15Q: 3 clusters Score -111953.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -111968.507812 Penalty: 680.152649
	Iteration 16Q: 3 clusters Score -111968.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -111983.578125 Penalty: 680.152649
	Iteration 17Q: 3 clusters Score -111983.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -111992.617188 Penalty: 680.152649
	Iteration 18Q: 3 clusters Score -111992.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -112002.117188 Penalty: 680.152649
	Iteration 19Q: 3 clusters Score -112002.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -112006.429688 Penalty: 680.152649
	Iteration 20F: 3 clusters Score -112006.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -112009.203125 Penalty: 680.152649
	Iteration 21Q: 3 clusters Score -112009.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -112009.625000 Penalty: 680.152649
	Iteration 22Q: 3 clusters Score -112009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -112009.968750 Penalty: 680.152649
	Iteration 23Q: 3 clusters Score -112010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -112010.156250 Penalty: 680.152649
	Iteration 24Q: 3 clusters Score -112010.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -112011.500000 Penalty: 680.152649
	Iteration 25Q: 3 clusters Score -112011.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -112014.398438 Penalty: 680.152649
	Iteration 26Q: 3 clusters Score -112014.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -112016.437500 Penalty: 680.152649
	Iteration 27Q: 3 clusters Score -112016.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -112016.804688 Penalty: 680.152649
	Iteration 28Q: 3 clusters Score -112016.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -112020.218750 Penalty: 680.152649
	Iteration 29Q: 3 clusters Score -112020.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -112020.906250 Penalty: 680.152649
	Iteration 30Q: 3 clusters Score -112020.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -112021.531250 Penalty: 680.152649
	Iteration 31Q: 3 clusters Score -112021.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -112022.000000 Penalty: 680.152649
	Iteration 32Q: 3 clusters Score -112022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -112022.000000 Penalty: 680.152649
	Iteration 33F: 3 clusters Score -112022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -210364.765625 Penalty: 368.736511
	Iteration 0F: 2 clusters Score -210364.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -208105.203125 Penalty: 737.473022
	Iteration 0F: 3 clusters Score -208105.2 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -209031.562500 Penalty: 737.473022
	Iteration 1F: 3 clusters Score -209031.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -209282.328125 Penalty: 737.473022
	Iteration 2F: 3 clusters Score -209282.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -209570.312500 Penalty: 737.473022
	Iteration 3F: 3 clusters Score -209570.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -209876.984375 Penalty: 737.473022
	Iteration 4F: 3 clusters Score -209877 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -210146.343750 Penalty: 737.473022
	Iteration 5F: 3 clusters Score -210146.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -210319.875000 Penalty: 737.473022
	Iteration 6F: 3 clusters Score -210319.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -210395.937500 Penalty: 737.473022
	Iteration 7Q: 3 clusters Score -210395.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -210415.578125 Penalty: 737.473022
	Iteration 8Q: 3 clusters Score -210415.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -210419.281250 Penalty: 737.473022
	Iteration 9Q: 3 clusters Score -210419.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -210420.609375 Penalty: 737.473022
	Iteration 10Q: 3 clusters Score -210420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -210421.234375 Penalty: 737.473022
	Iteration 11Q: 3 clusters Score -210421.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -210421.625000 Penalty: 737.473022
	Iteration 12Q: 3 clusters Score -210421.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -210421.796875 Penalty: 737.473022
	Iteration 13Q: 3 clusters Score -210421.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -210421.796875 Penalty: 737.473022
	Iteration 14F: 3 clusters Score -210421.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 56166 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 11094 members 
Mstep: Class 5 contains 21434 members 
Mstep: Class 6 contains 72975 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49517 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1308 members 
Mstep: Class 13 contains 18598 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 96799 members 
Mstep: Class 16 contains 18767 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 8672 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 66818 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 40528 members 
Mstep: Class 24 contains 15435 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 37354 members 
Mstep: Class 28 contains 37370 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8634 members 
Mstep: Class 32 contains 896 members 
Entering Unmasked Estep 
Score: -35836580.000000 Penalty: 19322.265625
Splitting cluster 8 changes total score from -35838032.000000 to -35836580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -13538.656250 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -13538.66 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 142 members 
Entering Unmasked Estep 
Score: -13209.498047 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -13209.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13281.274414 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -13281.27 nChanged 28
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: -13309.549805 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -13309.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13315.230469 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -13315.23 nChanged 4
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: -13319.411133 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -13319.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13333.809570 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -13333.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13348.547852 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -13348.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13360.474609 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -13360.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13384.559570 Penalty: 506.719360
	Iteration 8F: 3 clusters Score -13384.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13400.531250 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -13400.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13419.774414 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -13419.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13444.835938 Penalty: 506.719360
	Iteration 11Q: 3 clusters Score -13444.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13456.154297 Penalty: 506.719360
	Iteration 12Q: 3 clusters Score -13456.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -13468.593750 Penalty: 506.719360
	Iteration 13Q: 3 clusters Score -13468.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -13473.630859 Penalty: 506.719360
	Iteration 14Q: 3 clusters Score -13473.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -13476.884766 Penalty: 506.719360
	Iteration 15Q: 3 clusters Score -13476.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -13480.950195 Penalty: 506.719360
	Iteration 16Q: 3 clusters Score -13480.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -13484.618164 Penalty: 506.719360
	Iteration 17Q: 3 clusters Score -13484.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -13485.974609 Penalty: 506.719360
	Iteration 18Q: 3 clusters Score -13485.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -13489.514648 Penalty: 506.719360
	Iteration 19Q: 3 clusters Score -13489.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -13489.968750 Penalty: 506.719360
	Iteration 20F: 3 clusters Score -13489.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Entering Unmasked Estep 
Score: -2988286.500000 Penalty: 491.858215
	Iteration 0F: 2 clusters Score -2988286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -2955028.500000 Penalty: 983.716431
	Iteration 0F: 3 clusters Score -2955028 nChanged 24003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -2969488.750000 Penalty: 983.716431
	Iteration 1F: 3 clusters Score -2969489 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -2970381.000000 Penalty: 983.716431
	Iteration 2Q: 3 clusters Score -2970381 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -2971592.250000 Penalty: 983.716431
	Iteration 3Q: 3 clusters Score -2971592 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2973162.250000 Penalty: 983.716431
	Iteration 4F: 3 clusters Score -2973162 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2975121.000000 Penalty: 983.716431
	Iteration 5F: 3 clusters Score -2975121 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2977255.500000 Penalty: 983.716431
	Iteration 6F: 3 clusters Score -2977256 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2979531.250000 Penalty: 983.716431
	Iteration 7F: 3 clusters Score -2979531 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2980966.750000 Penalty: 983.716431
	Iteration 8Q: 3 clusters Score -2980967 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2981489.500000 Penalty: 983.716431
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2981759 nChanged 686
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2981944 nChanged 606
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Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2982098 nChanged 556
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Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2982252 nChanged 582
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Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2982414 nChanged 585
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Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2982596 nChanged 583
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Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2982784 nChanged 630
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Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2983224 nChanged 597
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Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2984085 nChanged 643
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Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2984426 nChanged 615
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Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2984728 nChanged 535
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Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 9929 members 
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	Iteration 29Q: 3 clusters Score -2985394 nChanged 242
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Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 9711 members 
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Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2985621 nChanged 203
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Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2985650 nChanged 175
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Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 8708 members 
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Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 8564 members 
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Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 8440 members 
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	Iteration 37Q: 3 clusters Score -2985704 nChanged 143
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Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 8305 members 
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	Iteration 38Q: 3 clusters Score -2985720 nChanged 130
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Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 8179 members 
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Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 8039 members 
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	Iteration 40F: 3 clusters Score -2985767 nChanged 137
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Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 7906 members 
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	Iteration 41Q: 3 clusters Score -2985793 nChanged 145
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Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 7763 members 
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Mstep: Class 1 contains 41902 members 
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Mstep: Class 1 contains 42537 members 
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Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 6804 members 
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Mstep: Class 1 contains 42920 members 
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Mstep: Class 1 contains 43160 members 
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Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 6103 members 
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Mstep: Class 1 contains 43688 members 
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Mstep: Class 1 contains 43967 members 
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Mstep: Class 1 contains 44246 members 
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Mstep: Class 1 contains 44561 members 
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Mstep: Class 1 contains 44913 members 
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Mstep: Class 1 contains 45261 members 
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	Iteration 57Q: 3 clusters Score -2986679 nChanged 372
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Mstep: Class 1 contains 45633 members 
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	Iteration 58Q: 3 clusters Score -2986821 nChanged 358
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Mstep: Class 1 contains 45991 members 
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	Iteration 59Q: 3 clusters Score -2986959 nChanged 356
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Mstep: Class 1 contains 46347 members 
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	Iteration 60F: 3 clusters Score -2987100 nChanged 327
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	Iteration 61Q: 3 clusters Score -2987218 nChanged 282
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	Iteration 62Q: 3 clusters Score -2987312 nChanged 257
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	Iteration 63Q: 3 clusters Score -2987408 nChanged 254
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Mstep: Class 1 contains 47459 members 
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	Iteration 64Q: 3 clusters Score -2987496 nChanged 213
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Mstep: Class 1 contains 47662 members 
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Mstep: Class 1 contains 47844 members 
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Mstep: Class 1 contains 48006 members 
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	Iteration 67Q: 3 clusters Score -2987679 nChanged 122
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Mstep: Class 1 contains 48122 members 
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	Iteration 68Q: 3 clusters Score -2987716 nChanged 107
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Mstep: Class 1 contains 48217 members 
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	Iteration 69Q: 3 clusters Score -2987742 nChanged 103
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	Iteration 74Q: 3 clusters Score -2987807 nChanged 33
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	Iteration 75Q: 3 clusters Score -2987823 nChanged 33
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Mstep: Class 1 contains 48584 members 
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	Iteration 76Q: 3 clusters Score -2987833 nChanged 27
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Mstep: Class 1 contains 48611 members 
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	Iteration 77Q: 3 clusters Score -2987834 nChanged 24
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Mstep: Class 1 contains 48631 members 
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	Iteration 78Q: 3 clusters Score -2987842 nChanged 26
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	Iteration 79Q: 3 clusters Score -2987842 nChanged 22
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Mstep: Class 1 contains 48671 members 
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	Iteration 80F: 3 clusters Score -2987848 nChanged 21
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Mstep: Class 1 contains 48684 members 
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	Iteration 81Q: 3 clusters Score -2987848 nChanged 14
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Mstep: Class 1 contains 48692 members 
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	Iteration 82Q: 3 clusters Score -2987849 nChanged 12
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Mstep: Class 1 contains 48698 members 
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	Iteration 83Q: 3 clusters Score -2987853 nChanged 11
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Mstep: Class 1 contains 48707 members 
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	Iteration 84Q: 3 clusters Score -2987857 nChanged 12
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Mstep: Class 1 contains 48717 members 
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	Iteration 85Q: 3 clusters Score -2987855 nChanged 8
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	Iteration 86Q: 3 clusters Score -2987859 nChanged 9
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	Iteration 87Q: 3 clusters Score -2987859 nChanged 12
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	Iteration 93Q: 3 clusters Score -2987880 nChanged 14
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	Iteration 94Q: 3 clusters Score -2987879 nChanged 8
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	Iteration 95Q: 3 clusters Score -2987881 nChanged 10
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	Iteration 96Q: 3 clusters Score -2987882 nChanged 9
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	Iteration 97Q: 3 clusters Score -2987884 nChanged 5
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	Iteration 98Q: 3 clusters Score -2987885 nChanged 1
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	Iteration 99Q: 3 clusters Score -2987885 nChanged 2
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	Iteration 100F: 3 clusters Score -2987886 nChanged 2
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	Iteration 101Q: 3 clusters Score -2987885 nChanged 1
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Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2987883.250000 Penalty: 983.716431
	Iteration 102Q: 3 clusters Score -2987883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2987883.750000 Penalty: 983.716431
	Iteration 103Q: 3 clusters Score -2987884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2987883.750000 Penalty: 983.716431
	Iteration 104F: 3 clusters Score -2987884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -42033.933594 Penalty: 302.705261
	Iteration 0F: 2 clusters Score -42033.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -41374.718750 Penalty: 605.410522
	Iteration 0F: 3 clusters Score -41374.72 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -41588.644531 Penalty: 605.410522
	Iteration 1F: 3 clusters Score -41588.64 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -41660.074219 Penalty: 605.410522
	Iteration 2F: 3 clusters Score -41660.07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -41706.562500 Penalty: 605.410522
	Iteration 3F: 3 clusters Score -41706.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -41729.906250 Penalty: 605.410522
	Iteration 4Q: 3 clusters Score -41729.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -41751.300781 Penalty: 605.410522
	Iteration 5Q: 3 clusters Score -41751.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -41767.175781 Penalty: 605.410522
	Iteration 6Q: 3 clusters Score -41767.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -41781.410156 Penalty: 605.410522
	Iteration 7Q: 3 clusters Score -41781.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -41789.593750 Penalty: 605.410522
	Iteration 8Q: 3 clusters Score -41789.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -41793.800781 Penalty: 605.410522
	Iteration 9Q: 3 clusters Score -41793.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -41796.093750 Penalty: 605.410522
	Iteration 10Q: 3 clusters Score -41796.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -41798.468750 Penalty: 605.410522
	Iteration 11Q: 3 clusters Score -41798.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -41798.933594 Penalty: 605.410522
	Iteration 12Q: 3 clusters Score -41798.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -41798.933594 Penalty: 605.410522
	Iteration 13F: 3 clusters Score -41798.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Entering Unmasked Estep 
Score: -79183.273438 Penalty: 326.519592
	Iteration 0F: 2 clusters Score -79183.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -78162.562500 Penalty: 653.039185
	Iteration 0F: 3 clusters Score -78162.56 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -78465.710938 Penalty: 653.039185
	Iteration 1F: 3 clusters Score -78465.71 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -78526.953125 Penalty: 653.039185
	Iteration 2F: 3 clusters Score -78526.95 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -78564.101562 Penalty: 653.039185
	Iteration 3F: 3 clusters Score -78564.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -78596.265625 Penalty: 653.039185
	Iteration 4Q: 3 clusters Score -78596.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -78637.445312 Penalty: 653.039185
	Iteration 5Q: 3 clusters Score -78637.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -78695.898438 Penalty: 653.039185
	Iteration 6Q: 3 clusters Score -78695.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -78740.117188 Penalty: 653.039185
	Iteration 7Q: 3 clusters Score -78740.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -78776.710938 Penalty: 653.039185
	Iteration 8Q: 3 clusters Score -78776.71 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -78816.125000 Penalty: 653.039185
	Iteration 9Q: 3 clusters Score -78816.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -78844.453125 Penalty: 653.039185
	Iteration 10Q: 3 clusters Score -78844.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -78875.312500 Penalty: 653.039185
	Iteration 11Q: 3 clusters Score -78875.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -78891.117188 Penalty: 653.039185
	Iteration 12Q: 3 clusters Score -78891.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -78899.562500 Penalty: 653.039185
	Iteration 13Q: 3 clusters Score -78899.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -78905.265625 Penalty: 653.039185
	Iteration 14Q: 3 clusters Score -78905.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -78910.226562 Penalty: 653.039185
	Iteration 15Q: 3 clusters Score -78910.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -78914.851562 Penalty: 653.039185
	Iteration 16Q: 3 clusters Score -78914.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -78918.867188 Penalty: 653.039185
	Iteration 17Q: 3 clusters Score -78918.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -78922.226562 Penalty: 653.039185
	Iteration 18Q: 3 clusters Score -78922.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -78924.445312 Penalty: 653.039185
	Iteration 19Q: 3 clusters Score -78924.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -78927.546875 Penalty: 653.039185
	Iteration 20F: 3 clusters Score -78927.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -78929.742188 Penalty: 653.039185
	Iteration 21Q: 3 clusters Score -78929.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -78931.859375 Penalty: 653.039185
	Iteration 22Q: 3 clusters Score -78931.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -78933.921875 Penalty: 653.039185
	Iteration 23Q: 3 clusters Score -78933.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -78935.429688 Penalty: 653.039185
	Iteration 24Q: 3 clusters Score -78935.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -78936.953125 Penalty: 653.039185
	Iteration 25Q: 3 clusters Score -78936.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -78937.328125 Penalty: 653.039185
	Iteration 26Q: 3 clusters Score -78937.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -78937.796875 Penalty: 653.039185
	Iteration 27Q: 3 clusters Score -78937.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -78937.914062 Penalty: 653.039185
	Iteration 28Q: 3 clusters Score -78937.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -78938.476562 Penalty: 653.039185
	Iteration 29Q: 3 clusters Score -78938.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -78938.476562 Penalty: 653.039185
	Iteration 30F: 3 clusters Score -78938.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Entering Unmasked Estep 
Score: -1158159.125000 Penalty: 447.301849
	Iteration 0F: 2 clusters Score -1158159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1145708.625000 Penalty: 894.603699
	Iteration 0F: 3 clusters Score -1145709 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1150775.625000 Penalty: 894.603699
	Iteration 1F: 3 clusters Score -1150776 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1150970.875000 Penalty: 894.603699
	Iteration 2Q: 3 clusters Score -1150971 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1151196.625000 Penalty: 894.603699
	Iteration 3Q: 3 clusters Score -1151197 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1151475.750000 Penalty: 894.603699
	Iteration 4Q: 3 clusters Score -1151476 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1151837.625000 Penalty: 894.603699
	Iteration 5Q: 3 clusters Score -1151838 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1152273.625000 Penalty: 894.603699
	Iteration 6F: 3 clusters Score -1152274 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1152774.875000 Penalty: 894.603699
	Iteration 7F: 3 clusters Score -1152775 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1153426.500000 Penalty: 894.603699
	Iteration 8F: 3 clusters Score -1153426 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1154176.875000 Penalty: 894.603699
	Iteration 9F: 3 clusters Score -1154177 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1154978.250000 Penalty: 894.603699
	Iteration 10F: 3 clusters Score -1154978 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1155768.125000 Penalty: 894.603699
	Iteration 11F: 3 clusters Score -1155768 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1156476.000000 Penalty: 894.603699
	Iteration 12Q: 3 clusters Score -1156476 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1157024.250000 Penalty: 894.603699
	Iteration 13Q: 3 clusters Score -1157024 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1157412.375000 Penalty: 894.603699
	Iteration 14Q: 3 clusters Score -1157412 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1157621.875000 Penalty: 894.603699
	Iteration 15Q: 3 clusters Score -1157622 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1157737.625000 Penalty: 894.603699
	Iteration 16Q: 3 clusters Score -1157738 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1157806.625000 Penalty: 894.603699
	Iteration 17Q: 3 clusters Score -1157807 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1157830.125000 Penalty: 894.603699
	Iteration 18Q: 3 clusters Score -1157830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1157849.500000 Penalty: 894.603699
	Iteration 19Q: 3 clusters Score -1157850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1157857.000000 Penalty: 894.603699
	Iteration 20F: 3 clusters Score -1157857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1157861.125000 Penalty: 894.603699
	Iteration 21Q: 3 clusters Score -1157861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1157863.375000 Penalty: 894.603699
	Iteration 22Q: 3 clusters Score -1157863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1157865.250000 Penalty: 894.603699
	Iteration 23Q: 3 clusters Score -1157865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1157868.500000 Penalty: 894.603699
	Iteration 24Q: 3 clusters Score -1157868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1157869.375000 Penalty: 894.603699
	Iteration 25Q: 3 clusters Score -1157869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1157873.875000 Penalty: 894.603699
	Iteration 26Q: 3 clusters Score -1157874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1157875.250000 Penalty: 894.603699
	Iteration 27Q: 3 clusters Score -1157875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1157875.250000 Penalty: 894.603699
	Iteration 28F: 3 clusters Score -1157875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -46555.281250 Penalty: 304.827271
	Iteration 0F: 2 clusters Score -46555.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -45868.441406 Penalty: 609.654541
	Iteration 0F: 3 clusters Score -45868.44 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -46024.843750 Penalty: 609.654541
	Iteration 1F: 3 clusters Score -46024.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -46059.726562 Penalty: 609.654541
	Iteration 2F: 3 clusters Score -46059.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -46085.554688 Penalty: 609.654541
	Iteration 3F: 3 clusters Score -46085.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -46114.968750 Penalty: 609.654541
	Iteration 4Q: 3 clusters Score -46114.97 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -46134.328125 Penalty: 609.654541
	Iteration 5Q: 3 clusters Score -46134.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -46151.281250 Penalty: 609.654541
	Iteration 6Q: 3 clusters Score -46151.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -46171.972656 Penalty: 609.654541
	Iteration 7Q: 3 clusters Score -46171.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -46183.347656 Penalty: 609.654541
	Iteration 8Q: 3 clusters Score -46183.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -46193.292969 Penalty: 609.654541
	Iteration 9Q: 3 clusters Score -46193.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -46203.156250 Penalty: 609.654541
	Iteration 10Q: 3 clusters Score -46203.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -46217.781250 Penalty: 609.654541
	Iteration 11Q: 3 clusters Score -46217.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -46224.566406 Penalty: 609.654541
	Iteration 12Q: 3 clusters Score -46224.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -46226.761719 Penalty: 609.654541
	Iteration 13Q: 3 clusters Score -46226.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -46228.089844 Penalty: 609.654541
	Iteration 14Q: 3 clusters Score -46228.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -46229.929688 Penalty: 609.654541
	Iteration 15Q: 3 clusters Score -46229.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -46230.406250 Penalty: 609.654541
	Iteration 16Q: 3 clusters Score -46230.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -46233.062500 Penalty: 609.654541
	Iteration 17Q: 3 clusters Score -46233.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -46234.175781 Penalty: 609.654541
	Iteration 18Q: 3 clusters Score -46234.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -46235.746094 Penalty: 609.654541
	Iteration 19Q: 3 clusters Score -46235.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -46237.406250 Penalty: 609.654541
	Iteration 20F: 3 clusters Score -46237.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -46240.339844 Penalty: 609.654541
	Iteration 21Q: 3 clusters Score -46240.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -46242.511719 Penalty: 609.654541
	Iteration 22Q: 3 clusters Score -46242.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -46243.839844 Penalty: 609.654541
	Iteration 23Q: 3 clusters Score -46243.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -46243.839844 Penalty: 609.654541
	Iteration 24F: 3 clusters Score -46243.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96799 members 
Entering Unmasked Estep 
Score: -6374055.500000 Penalty: 522.357788
	Iteration 0F: 2 clusters Score -6374056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -6315487.000000 Penalty: 1044.715576
	Iteration 0F: 3 clusters Score -6315487 nChanged 47341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -6344009.500000 Penalty: 1044.715576
	Iteration 1F: 3 clusters Score -6344010 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -6345511.500000 Penalty: 1044.715576
	Iteration 2Q: 3 clusters Score -6345512 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -6347771.000000 Penalty: 1044.715576
	Iteration 3F: 3 clusters Score -6347771 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -6351755.500000 Penalty: 1044.715576
	Iteration 4F: 3 clusters Score -6351756 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -6357503.000000 Penalty: 1044.715576
	Iteration 5F: 3 clusters Score -6357503 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -6362989.500000 Penalty: 1044.715576
	Iteration 6F: 3 clusters Score -6362990 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57996 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -6365841.000000 Penalty: 1044.715576
	Iteration 7F: 3 clusters Score -6365841 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59849 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -6367406.500000 Penalty: 1044.715576
	Iteration 8Q: 3 clusters Score -6367406 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -6368784.000000 Penalty: 1044.715576
	Iteration 9Q: 3 clusters Score -6368784 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -6370225.000000 Penalty: 1044.715576
	Iteration 10Q: 3 clusters Score -6370225 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63902 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -6371712.500000 Penalty: 1044.715576
	Iteration 11Q: 3 clusters Score -6371712 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64846 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -6373099.000000 Penalty: 1044.715576
	Iteration 12Q: 3 clusters Score -6373099 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65662 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -6374305.000000 Penalty: 1044.715576
	Iteration 13Q: 3 clusters Score -6374305 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66368 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -6375313.500000 Penalty: 1044.715576
	Iteration 14Q: 3 clusters Score -6375314 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66849 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -6376073.500000 Penalty: 1044.715576
	Iteration 15Q: 3 clusters Score -6376074 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67162 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -6376725.000000 Penalty: 1044.715576
	Iteration 16Q: 3 clusters Score -6376725 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -6377135.500000 Penalty: 1044.715576
	Iteration 17Q: 3 clusters Score -6377136 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67574 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -6377558.000000 Penalty: 1044.715576
	Iteration 18Q: 3 clusters Score -6377558 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67662 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -6377847.000000 Penalty: 1044.715576
	Iteration 19Q: 3 clusters Score -6377847 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67783 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -6378028.000000 Penalty: 1044.715576
	Iteration 20F: 3 clusters Score -6378028 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67909 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -6378120.500000 Penalty: 1044.715576
	Iteration 21Q: 3 clusters Score -6378120 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -6378248.000000 Penalty: 1044.715576
	Iteration 22Q: 3 clusters Score -6378248 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68241 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -6378287.000000 Penalty: 1044.715576
	Iteration 23Q: 3 clusters Score -6378287 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -6378332.000000 Penalty: 1044.715576
	Iteration 24Q: 3 clusters Score -6378332 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68528 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -6378325.000000 Penalty: 1044.715576
	Iteration 25Q: 3 clusters Score -6378325 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68674 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -6378338.500000 Penalty: 1044.715576
	Iteration 26Q: 3 clusters Score -6378338 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68856 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -6378358.500000 Penalty: 1044.715576
	Iteration 27Q: 3 clusters Score -6378358 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69036 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -6378346.500000 Penalty: 1044.715576
	Iteration 28Q: 3 clusters Score -6378346 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69221 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -6378330.500000 Penalty: 1044.715576
	Iteration 29Q: 3 clusters Score -6378330 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69393 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -6378323.500000 Penalty: 1044.715576
	Iteration 30Q: 3 clusters Score -6378324 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69542 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -6378322.500000 Penalty: 1044.715576
	Iteration 31Q: 3 clusters Score -6378322 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69662 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -6378295.500000 Penalty: 1044.715576
	Iteration 32Q: 3 clusters Score -6378296 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69757 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -6378292.500000 Penalty: 1044.715576
	Iteration 33Q: 3 clusters Score -6378292 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69826 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -6378275.000000 Penalty: 1044.715576
	Iteration 34Q: 3 clusters Score -6378275 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69893 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -6378286.000000 Penalty: 1044.715576
	Iteration 35Q: 3 clusters Score -6378286 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -6378284.500000 Penalty: 1044.715576
	Iteration 36Q: 3 clusters Score -6378284 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70048 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -6378270.000000 Penalty: 1044.715576
	Iteration 37Q: 3 clusters Score -6378270 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70130 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -6378280.000000 Penalty: 1044.715576
	Iteration 38Q: 3 clusters Score -6378280 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70237 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -6378290.000000 Penalty: 1044.715576
	Iteration 39Q: 3 clusters Score -6378290 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70390 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -6378290.500000 Penalty: 1044.715576
	Iteration 40F: 3 clusters Score -6378290 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70607 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -6378288.500000 Penalty: 1044.715576
	Iteration 41Q: 3 clusters Score -6378288 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70899 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -6378308.000000 Penalty: 1044.715576
	Iteration 42Q: 3 clusters Score -6378308 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71160 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -6378315.500000 Penalty: 1044.715576
	Iteration 43Q: 3 clusters Score -6378316 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71505 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -6378334.000000 Penalty: 1044.715576
	Iteration 44Q: 3 clusters Score -6378334 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -6378296.500000 Penalty: 1044.715576
	Iteration 45Q: 3 clusters Score -6378296 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72229 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -6378247.000000 Penalty: 1044.715576
	Iteration 46Q: 3 clusters Score -6378247 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72516 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -6378239.000000 Penalty: 1044.715576
	Iteration 47Q: 3 clusters Score -6378239 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72827 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -6378218.500000 Penalty: 1044.715576
	Iteration 48Q: 3 clusters Score -6378218 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73066 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -6378219.000000 Penalty: 1044.715576
	Iteration 49Q: 3 clusters Score -6378219 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73283 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -6378206.000000 Penalty: 1044.715576
	Iteration 50Q: 3 clusters Score -6378206 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73475 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -6378198.500000 Penalty: 1044.715576
	Iteration 51Q: 3 clusters Score -6378198 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73668 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -6378188.500000 Penalty: 1044.715576
	Iteration 52Q: 3 clusters Score -6378188 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73843 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -6378166.000000 Penalty: 1044.715576
	Iteration 53Q: 3 clusters Score -6378166 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73998 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -6378171.500000 Penalty: 1044.715576
	Iteration 54Q: 3 clusters Score -6378172 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74172 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -6378148.500000 Penalty: 1044.715576
	Iteration 55Q: 3 clusters Score -6378148 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74368 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -6378152.500000 Penalty: 1044.715576
	Iteration 56Q: 3 clusters Score -6378152 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -6378146.000000 Penalty: 1044.715576
	Iteration 57Q: 3 clusters Score -6378146 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74663 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -6378128.500000 Penalty: 1044.715576
	Iteration 58Q: 3 clusters Score -6378128 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74779 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -6378117.000000 Penalty: 1044.715576
	Iteration 59Q: 3 clusters Score -6378117 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74892 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -6378127.500000 Penalty: 1044.715576
	Iteration 60F: 3 clusters Score -6378128 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75014 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -6378120.000000 Penalty: 1044.715576
	Iteration 61Q: 3 clusters Score -6378120 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -6378156.000000 Penalty: 1044.715576
	Iteration 62Q: 3 clusters Score -6378156 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75297 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -6378192.000000 Penalty: 1044.715576
	Iteration 63Q: 3 clusters Score -6378192 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -6378212.500000 Penalty: 1044.715576
	Iteration 64Q: 3 clusters Score -6378212 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -6378230.500000 Penalty: 1044.715576
	Iteration 65Q: 3 clusters Score -6378230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75491 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -6378235.500000 Penalty: 1044.715576
	Iteration 66Q: 3 clusters Score -6378236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75529 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -6378257.500000 Penalty: 1044.715576
	Iteration 67Q: 3 clusters Score -6378258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75565 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -6378263.500000 Penalty: 1044.715576
	Iteration 68Q: 3 clusters Score -6378264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75614 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -6378289.000000 Penalty: 1044.715576
	Iteration 69Q: 3 clusters Score -6378289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75644 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -6378304.500000 Penalty: 1044.715576
	Iteration 70Q: 3 clusters Score -6378304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -6378298.500000 Penalty: 1044.715576
	Iteration 71Q: 3 clusters Score -6378298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75682 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -6378314.500000 Penalty: 1044.715576
	Iteration 72Q: 3 clusters Score -6378314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -6378309.500000 Penalty: 1044.715576
	Iteration 73Q: 3 clusters Score -6378310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -6378307.000000 Penalty: 1044.715576
	Iteration 74Q: 3 clusters Score -6378307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75670 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -6378308.000000 Penalty: 1044.715576
	Iteration 75Q: 3 clusters Score -6378308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75672 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -6378314.000000 Penalty: 1044.715576
	Iteration 76Q: 3 clusters Score -6378314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75668 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -6378310.000000 Penalty: 1044.715576
	Iteration 77Q: 3 clusters Score -6378310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -6378307.000000 Penalty: 1044.715576
	Iteration 78Q: 3 clusters Score -6378307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -6378307.000000 Penalty: 1044.715576
	Iteration 79F: 3 clusters Score -6378307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 56166 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 11094 members 
Mstep: Class 5 contains 21434 members 
Mstep: Class 6 contains 72975 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 8 contains 3308 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49517 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1308 members 
Mstep: Class 13 contains 18598 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 75661 members 
Mstep: Class 16 contains 18767 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 8672 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 66818 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 40528 members 
Mstep: Class 24 contains 15435 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 37354 members 
Mstep: Class 28 contains 37370 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8634 members 
Mstep: Class 32 contains 21138 members 
Entering Unmasked Estep 
Score: -35840844.000000 Penalty: 19322.265625
Splitting cluster 15 changes total score from -35838032.000000 to -35840844.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (18767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Entering Unmasked Estep 
Score: -1261792.125000 Penalty: 447.713409
	Iteration 0F: 2 clusters Score -1261792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1249252.875000 Penalty: 895.426819
	Iteration 0F: 3 clusters Score -1249253 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1254588.875000 Penalty: 895.426819
	Iteration 1F: 3 clusters Score -1254589 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1255092.375000 Penalty: 895.426819
	Iteration 2F: 3 clusters Score -1255092 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1255923.000000 Penalty: 895.426819
	Iteration 3F: 3 clusters Score -1255923 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1257227.875000 Penalty: 895.426819
	Iteration 4F: 3 clusters Score -1257228 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1258744.500000 Penalty: 895.426819
	Iteration 5F: 3 clusters Score -1258744 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1259749.250000 Penalty: 895.426819
	Iteration 6F: 3 clusters Score -1259749 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1260265.625000 Penalty: 895.426819
	Iteration 7Q: 3 clusters Score -1260266 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1260589.500000 Penalty: 895.426819
	Iteration 8Q: 3 clusters Score -1260590 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1260797.750000 Penalty: 895.426819
	Iteration 9Q: 3 clusters Score -1260798 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1260928.500000 Penalty: 895.426819
	Iteration 10Q: 3 clusters Score -1260928 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1261015.125000 Penalty: 895.426819
	Iteration 11Q: 3 clusters Score -1261015 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1261063.875000 Penalty: 895.426819
	Iteration 12Q: 3 clusters Score -1261064 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1261087.625000 Penalty: 895.426819
	Iteration 13Q: 3 clusters Score -1261088 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1261092.250000 Penalty: 895.426819
	Iteration 14Q: 3 clusters Score -1261092 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1261091.125000 Penalty: 895.426819
	Iteration 15Q: 3 clusters Score -1261091 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1261096.375000 Penalty: 895.426819
	Iteration 16Q: 3 clusters Score -1261096 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1261095.875000 Penalty: 895.426819
	Iteration 17Q: 3 clusters Score -1261096 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1261095.750000 Penalty: 895.426819
	Iteration 18Q: 3 clusters Score -1261096 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1261093.625000 Penalty: 895.426819
	Iteration 19Q: 3 clusters Score -1261094 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1261098.625000 Penalty: 895.426819
	Iteration 20F: 3 clusters Score -1261099 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1261091.500000 Penalty: 895.426819
	Iteration 21Q: 3 clusters Score -1261092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1261094.125000 Penalty: 895.426819
	Iteration 22Q: 3 clusters Score -1261094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1261092.250000 Penalty: 895.426819
	Iteration 23Q: 3 clusters Score -1261092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1261091.500000 Penalty: 895.426819
	Iteration 24Q: 3 clusters Score -1261092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1261087.625000 Penalty: 895.426819
	Iteration 25Q: 3 clusters Score -1261088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1261089.625000 Penalty: 895.426819
	Iteration 26Q: 3 clusters Score -1261090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1261091.125000 Penalty: 895.426819
	Iteration 27Q: 3 clusters Score -1261091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1261087.250000 Penalty: 895.426819
	Iteration 28Q: 3 clusters Score -1261087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1261086.375000 Penalty: 895.426819
	Iteration 29Q: 3 clusters Score -1261086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1261087.000000 Penalty: 895.426819
	Iteration 30Q: 3 clusters Score -1261087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1261084.500000 Penalty: 895.426819
	Iteration 31Q: 3 clusters Score -1261084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1261079.250000 Penalty: 895.426819
	Iteration 32Q: 3 clusters Score -1261079 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1261076.875000 Penalty: 895.426819
	Iteration 33Q: 3 clusters Score -1261077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1261072.625000 Penalty: 895.426819
	Iteration 34Q: 3 clusters Score -1261073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1261072.875000 Penalty: 895.426819
	Iteration 35Q: 3 clusters Score -1261073 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1261074.625000 Penalty: 895.426819
	Iteration 36Q: 3 clusters Score -1261075 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1261072.125000 Penalty: 895.426819
	Iteration 37Q: 3 clusters Score -1261072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1261071.375000 Penalty: 895.426819
	Iteration 38Q: 3 clusters Score -1261071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1261071.750000 Penalty: 895.426819
	Iteration 39Q: 3 clusters Score -1261072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1261070.625000 Penalty: 895.426819
	Iteration 40F: 3 clusters Score -1261071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1261072.500000 Penalty: 895.426819
	Iteration 41Q: 3 clusters Score -1261072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1261069.500000 Penalty: 895.426819
	Iteration 42Q: 3 clusters Score -1261070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1261072.375000 Penalty: 895.426819
	Iteration 43Q: 3 clusters Score -1261072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1261072.375000 Penalty: 895.426819
	Iteration 44Q: 3 clusters Score -1261072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1261069.875000 Penalty: 895.426819
	Iteration 45Q: 3 clusters Score -1261070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1261071.125000 Penalty: 895.426819
	Iteration 46Q: 3 clusters Score -1261071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1261068.875000 Penalty: 895.426819
	Iteration 47Q: 3 clusters Score -1261069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1261069.250000 Penalty: 895.426819
	Iteration 48Q: 3 clusters Score -1261069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1261070.500000 Penalty: 895.426819
	Iteration 49Q: 3 clusters Score -1261070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1261069.500000 Penalty: 895.426819
	Iteration 50Q: 3 clusters Score -1261070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1261068.250000 Penalty: 895.426819
	Iteration 51Q: 3 clusters Score -1261068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1261070.500000 Penalty: 895.426819
	Iteration 52Q: 3 clusters Score -1261070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1261071.250000 Penalty: 895.426819
	Iteration 53Q: 3 clusters Score -1261071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1261069.750000 Penalty: 895.426819
	Iteration 54Q: 3 clusters Score -1261070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1261070.000000 Penalty: 895.426819
	Iteration 55Q: 3 clusters Score -1261070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1261068.875000 Penalty: 895.426819
	Iteration 56Q: 3 clusters Score -1261069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1261066.125000 Penalty: 895.426819
	Iteration 57Q: 3 clusters Score -1261066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1261064.125000 Penalty: 895.426819
	Iteration 58Q: 3 clusters Score -1261064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1261062.625000 Penalty: 895.426819
	Iteration 59Q: 3 clusters Score -1261063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1261061.625000 Penalty: 895.426819
	Iteration 60F: 3 clusters Score -1261062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1261061.625000 Penalty: 895.426819
	Iteration 61Q: 3 clusters Score -1261062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1261063.000000 Penalty: 895.426819
	Iteration 62Q: 3 clusters Score -1261063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1261062.125000 Penalty: 895.426819
	Iteration 63Q: 3 clusters Score -1261062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1261061.875000 Penalty: 895.426819
	Iteration 64Q: 3 clusters Score -1261062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1261062.250000 Penalty: 895.426819
	Iteration 65Q: 3 clusters Score -1261062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1261064.625000 Penalty: 895.426819
	Iteration 66Q: 3 clusters Score -1261065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1261062.875000 Penalty: 895.426819
	Iteration 67Q: 3 clusters Score -1261063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1261061.250000 Penalty: 895.426819
	Iteration 68Q: 3 clusters Score -1261061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1261060.875000 Penalty: 895.426819
	Iteration 69Q: 3 clusters Score -1261061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1261062.875000 Penalty: 895.426819
	Iteration 70Q: 3 clusters Score -1261063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1261062.625000 Penalty: 895.426819
	Iteration 71Q: 3 clusters Score -1261063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1261060.625000 Penalty: 895.426819
	Iteration 72Q: 3 clusters Score -1261061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1261061.125000 Penalty: 895.426819
	Iteration 73Q: 3 clusters Score -1261061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1261061.875000 Penalty: 895.426819
	Iteration 74Q: 3 clusters Score -1261062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1261060.125000 Penalty: 895.426819
	Iteration 75Q: 3 clusters Score -1261060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1261058.250000 Penalty: 895.426819
	Iteration 76Q: 3 clusters Score -1261058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1261056.125000 Penalty: 895.426819
	Iteration 77Q: 3 clusters Score -1261056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1261056.125000 Penalty: 895.426819
	Iteration 78F: 3 clusters Score -1261056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -17620.535156 Penalty: 268.069794
	Iteration 0F: 2 clusters Score -17620.54 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 187 members 
Entering Unmasked Estep 
Score: -17256.386719 Penalty: 536.139587
	Iteration 0F: 3 clusters Score -17256.39 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -17422.062500 Penalty: 536.139587
	Iteration 1F: 3 clusters Score -17422.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -17507.527344 Penalty: 536.139587
	Iteration 2F: 3 clusters Score -17507.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -17554.115234 Penalty: 536.139587
	Iteration 3F: 3 clusters Score -17554.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -17568.148438 Penalty: 536.139587
	Iteration 4Q: 3 clusters Score -17568.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -17578.585938 Penalty: 536.139587
	Iteration 5Q: 3 clusters Score -17578.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -17582.367188 Penalty: 536.139587
	Iteration 6Q: 3 clusters Score -17582.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -17584.513672 Penalty: 536.139587
	Iteration 7Q: 3 clusters Score -17584.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -17584.513672 Penalty: 536.139587
	Iteration 8F: 3 clusters Score -17584.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Entering Unmasked Estep 
Score: -588843.812500 Penalty: 412.587402
	Iteration 0F: 2 clusters Score -588843.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -583021.312500 Penalty: 825.174805
	Iteration 0F: 3 clusters Score -583021.3 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -585322.312500 Penalty: 825.174805
	Iteration 1F: 3 clusters Score -585322.3 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -585542.937500 Penalty: 825.174805
	Iteration 2F: 3 clusters Score -585542.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -585837.000000 Penalty: 825.174805
	Iteration 3F: 3 clusters Score -585837 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -586325.875000 Penalty: 825.174805
	Iteration 4F: 3 clusters Score -586325.9 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -587018.937500 Penalty: 825.174805
	Iteration 5F: 3 clusters Score -587018.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -587718.625000 Penalty: 825.174805
	Iteration 6F: 3 clusters Score -587718.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -588140.812500 Penalty: 825.174805
	Iteration 7Q: 3 clusters Score -588140.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -588305.125000 Penalty: 825.174805
	Iteration 8Q: 3 clusters Score -588305.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -588406.875000 Penalty: 825.174805
	Iteration 9Q: 3 clusters Score -588406.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -588445.937500 Penalty: 825.174805
	Iteration 10Q: 3 clusters Score -588445.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -588469.437500 Penalty: 825.174805
	Iteration 11Q: 3 clusters Score -588469.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -588483.000000 Penalty: 825.174805
	Iteration 12Q: 3 clusters Score -588483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -588488.937500 Penalty: 825.174805
	Iteration 13Q: 3 clusters Score -588488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -588489.250000 Penalty: 825.174805
	Iteration 14Q: 3 clusters Score -588489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -588494.062500 Penalty: 825.174805
	Iteration 15Q: 3 clusters Score -588494.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -588494.062500 Penalty: 825.174805
	Iteration 16F: 3 clusters Score -588494.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -38133.441406 Penalty: 298.462494
	Iteration 0F: 2 clusters Score -38133.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37524.191406 Penalty: 596.924988
	Iteration 0F: 3 clusters Score -37524.19 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -37717.539062 Penalty: 596.924988
	Iteration 1F: 3 clusters Score -37717.54 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -37763.765625 Penalty: 596.924988
	Iteration 2F: 3 clusters Score -37763.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -37789.640625 Penalty: 596.924988
	Iteration 3Q: 3 clusters Score -37789.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -37806.359375 Penalty: 596.924988
	Iteration 4Q: 3 clusters Score -37806.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -37827.476562 Penalty: 596.924988
	Iteration 5Q: 3 clusters Score -37827.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -37846.730469 Penalty: 596.924988
	Iteration 6Q: 3 clusters Score -37846.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -37859.375000 Penalty: 596.924988
	Iteration 7Q: 3 clusters Score -37859.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -37869.292969 Penalty: 596.924988
	Iteration 8Q: 3 clusters Score -37869.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -37874.828125 Penalty: 596.924988
	Iteration 9Q: 3 clusters Score -37874.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -37883.132812 Penalty: 596.924988
	Iteration 10Q: 3 clusters Score -37883.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -37893.464844 Penalty: 596.924988
	Iteration 11Q: 3 clusters Score -37893.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -37900.132812 Penalty: 596.924988
	Iteration 12Q: 3 clusters Score -37900.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -37905.394531 Penalty: 596.924988
	Iteration 13Q: 3 clusters Score -37905.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -37909.312500 Penalty: 596.924988
	Iteration 14Q: 3 clusters Score -37909.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -37911.742188 Penalty: 596.924988
	Iteration 15Q: 3 clusters Score -37911.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -37912.812500 Penalty: 596.924988
	Iteration 16Q: 3 clusters Score -37912.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -37913.164062 Penalty: 596.924988
	Iteration 17Q: 3 clusters Score -37913.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -37913.164062 Penalty: 596.924988
	Iteration 18F: 3 clusters Score -37913.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -14799.321289 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -14799.32 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 146 members 
Entering Unmasked Estep 
Score: -14470.041016 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -14470.04 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14540.539062 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -14540.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14553.294922 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -14553.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14556.942383 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -14556.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14567.486328 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -14567.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14570.304688 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -14570.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14575.786133 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -14575.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14579.399414 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -14579.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14581.896484 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -14581.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14583.922852 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -14583.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14585.143555 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -14585.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14586.418945 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -14586.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14591.254883 Penalty: 509.792816
	Iteration 12Q: 3 clusters Score -14591.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14594.160156 Penalty: 509.792816
	Iteration 13Q: 3 clusters Score -14594.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14597.333984 Penalty: 509.792816
	Iteration 14Q: 3 clusters Score -14597.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14602.336914 Penalty: 509.792816
	Iteration 15Q: 3 clusters Score -14602.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14605.326172 Penalty: 509.792816
	Iteration 16Q: 3 clusters Score -14605.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14605.817383 Penalty: 509.792816
	Iteration 17Q: 3 clusters Score -14605.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14605.817383 Penalty: 509.792816
	Iteration 18F: 3 clusters Score -14605.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (66818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66818 members 
Entering Unmasked Estep 
Score: -4346055.000000 Penalty: 505.492615
	Iteration 0F: 2 clusters Score -4346055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -4301427.000000 Penalty: 1010.985229
	Iteration 0F: 3 clusters Score -4301427 nChanged 32535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -4321228.000000 Penalty: 1010.985229
	Iteration 1F: 3 clusters Score -4321228 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -4322455.000000 Penalty: 1010.985229
	Iteration 2Q: 3 clusters Score -4322455 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -4324519.500000 Penalty: 1010.985229
	Iteration 3F: 3 clusters Score -4324520 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -4328008.500000 Penalty: 1010.985229
	Iteration 4F: 3 clusters Score -4328008 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -4332936.500000 Penalty: 1010.985229
	Iteration 5F: 3 clusters Score -4332936 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59817 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -4338488.000000 Penalty: 1010.985229
	Iteration 6F: 3 clusters Score -4338488 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -4342505.500000 Penalty: 1010.985229
	Iteration 7F: 3 clusters Score -4342506 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65525 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4344498.500000 Penalty: 1010.985229
	Iteration 8Q: 3 clusters Score -4344498 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66191 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4345268.000000 Penalty: 1010.985229
	Iteration 9Q: 3 clusters Score -4345268 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4345446.000000 Penalty: 1010.985229
	Iteration 10Q: 3 clusters Score -4345446 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4345516.500000 Penalty: 1010.985229
	Iteration 11Q: 3 clusters Score -4345516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66423 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4345553.000000 Penalty: 1010.985229
	Iteration 12Q: 3 clusters Score -4345553 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66444 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4345573.000000 Penalty: 1010.985229
	Iteration 13Q: 3 clusters Score -4345573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66465 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4345596.000000 Penalty: 1010.985229
	Iteration 14Q: 3 clusters Score -4345596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4345618.000000 Penalty: 1010.985229
	Iteration 15Q: 3 clusters Score -4345618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4345629.000000 Penalty: 1010.985229
	Iteration 16Q: 3 clusters Score -4345629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66500 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4345635.000000 Penalty: 1010.985229
	Iteration 17Q: 3 clusters Score -4345635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66508 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4345640.500000 Penalty: 1010.985229
	Iteration 18Q: 3 clusters Score -4345640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66511 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4345640.500000 Penalty: 1010.985229
	Iteration 19Q: 3 clusters Score -4345640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66515 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4345645.500000 Penalty: 1010.985229
	Iteration 20F: 3 clusters Score -4345646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66515 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4345645.500000 Penalty: 1010.985229
	Iteration 21Q: 3 clusters Score -4345646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4345646.000000 Penalty: 1010.985229
	Iteration 22Q: 3 clusters Score -4345646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66519 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4345644.500000 Penalty: 1010.985229
	Iteration 23Q: 3 clusters Score -4345644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66519 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4345646.000000 Penalty: 1010.985229
	Iteration 24Q: 3 clusters Score -4345646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66519 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4345647.500000 Penalty: 1010.985229
	Iteration 25Q: 3 clusters Score -4345648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66518 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4345648.500000 Penalty: 1010.985229
	Iteration 26Q: 3 clusters Score -4345648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66518 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4345648.500000 Penalty: 1010.985229
	Iteration 27F: 3 clusters Score -4345648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -5248.025879 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -5248.026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5036.676270 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -5036.676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5146.767578 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -5146.768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5210.568848 Penalty: 457.173126
	Iteration 2Q: 3 clusters Score -5210.569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5224.952637 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -5224.953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5225.703125 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -5225.703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5225.703125 Penalty: 457.173126
	Iteration 5F: 3 clusters Score -5225.703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (40528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Entering Unmasked Estep 
Score: -2681293.000000 Penalty: 482.743561
	Iteration 0F: 2 clusters Score -2681293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2654234.750000 Penalty: 965.487122
	Iteration 0F: 3 clusters Score -2654235 nChanged 19524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2666659.000000 Penalty: 965.487122
	Iteration 1F: 3 clusters Score -2666659 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2668333.750000 Penalty: 965.487122
	Iteration 2F: 3 clusters Score -2668334 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2670810.000000 Penalty: 965.487122
	Iteration 3F: 3 clusters Score -2670810 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2673902.750000 Penalty: 965.487122
	Iteration 4F: 3 clusters Score -2673903 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2677078.500000 Penalty: 965.487122
	Iteration 5F: 3 clusters Score -2677078 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2679328.750000 Penalty: 965.487122
	Iteration 6F: 3 clusters Score -2679329 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2680430.000000 Penalty: 965.487122
	Iteration 7Q: 3 clusters Score -2680430 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -2680732.500000 Penalty: 965.487122
	Iteration 8Q: 3 clusters Score -2680732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2680811.750000 Penalty: 965.487122
	Iteration 9Q: 3 clusters Score -2680812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2680829.000000 Penalty: 965.487122
	Iteration 10Q: 3 clusters Score -2680829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2680838.000000 Penalty: 965.487122
	Iteration 11Q: 3 clusters Score -2680838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2680842.000000 Penalty: 965.487122
	Iteration 12Q: 3 clusters Score -2680842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2680842.750000 Penalty: 965.487122
	Iteration 13Q: 3 clusters Score -2680843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2680845.000000 Penalty: 965.487122
	Iteration 14Q: 3 clusters Score -2680845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2680845.000000 Penalty: 965.487122
	Iteration 15F: 3 clusters Score -2680845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Entering Unmasked Estep 
Score: -1049871.500000 Penalty: 438.819885
	Iteration 0F: 2 clusters Score -1049872 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 7739 members 
Entering Unmasked Estep 
Score: -1039560.125000 Penalty: 877.639771
	Iteration 0F: 3 clusters Score -1039560 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1043778.125000 Penalty: 877.639771
	Iteration 1F: 3 clusters Score -1043778 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1043996.437500 Penalty: 877.639771
	Iteration 2Q: 3 clusters Score -1043996 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1044302.312500 Penalty: 877.639771
	Iteration 3Q: 3 clusters Score -1044302 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1044770.375000 Penalty: 877.639771
	Iteration 4F: 3 clusters Score -1044770 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1045518.750000 Penalty: 877.639771
	Iteration 5F: 3 clusters Score -1045519 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1046630.937500 Penalty: 877.639771
	Iteration 6F: 3 clusters Score -1046631 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1047878.250000 Penalty: 877.639771
	Iteration 7F: 3 clusters Score -1047878 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1048803.000000 Penalty: 877.639771
	Iteration 8F: 3 clusters Score -1048803 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1049245.375000 Penalty: 877.639771
	Iteration 9Q: 3 clusters Score -1049245 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1049398.375000 Penalty: 877.639771
	Iteration 10Q: 3 clusters Score -1049398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1049470.750000 Penalty: 877.639771
	Iteration 11Q: 3 clusters Score -1049471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1049484.125000 Penalty: 877.639771
	Iteration 12Q: 3 clusters Score -1049484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1049494.250000 Penalty: 877.639771
	Iteration 13Q: 3 clusters Score -1049494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1049495.500000 Penalty: 877.639771
	Iteration 14Q: 3 clusters Score -1049496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1049495.500000 Penalty: 877.639771
	Iteration 15F: 3 clusters Score -1049496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -18114.656250 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -18114.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17705.292969 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -17705.29 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17803.322266 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -17803.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17839.005859 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -17839.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17858.042969 Penalty: 527.992737
	Iteration 3F: 3 clusters Score -17858.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17876.875000 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -17876.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17892.039062 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -17892.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17908.275391 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -17908.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17927.988281 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -17927.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17942.613281 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -17942.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17953.029297 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -17953.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17965.121094 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -17965.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -17969.857422 Penalty: 527.992737
	Iteration 11Q: 3 clusters Score -17969.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -17971.435547 Penalty: 527.992737
	Iteration 12Q: 3 clusters Score -17971.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17972.662109 Penalty: 527.992737
	Iteration 13Q: 3 clusters Score -17972.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -17973.816406 Penalty: 527.992737
	Iteration 14Q: 3 clusters Score -17973.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -17973.816406 Penalty: 527.992737
	Iteration 15F: 3 clusters Score -17973.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -12975.203125 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -12975.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12696.179688 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -12696.18 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12850.187500 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -12850.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12905.521484 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -12905.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12934.597656 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -12934.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12941.433594 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -12941.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12942.782227 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -12942.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12942.782227 Penalty: 500.614502
	Iteration 6F: 3 clusters Score -12942.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (37354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Entering Unmasked Estep 
Score: -2511353.500000 Penalty: 479.032898
	Iteration 0F: 2 clusters Score -2511354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2486527.750000 Penalty: 958.065796
	Iteration 0F: 3 clusters Score -2486528 nChanged 17995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2496835.500000 Penalty: 958.065796
	Iteration 1F: 3 clusters Score -2496836 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2497131.750000 Penalty: 958.065796
	Iteration 2Q: 3 clusters Score -2497132 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2497586.000000 Penalty: 958.065796
	Iteration 3Q: 3 clusters Score -2497586 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2498380.500000 Penalty: 958.065796
	Iteration 4Q: 3 clusters Score -2498380 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2499933.500000 Penalty: 958.065796
	Iteration 5F: 3 clusters Score -2499934 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2502766.750000 Penalty: 958.065796
	Iteration 6F: 3 clusters Score -2502767 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2506413.500000 Penalty: 958.065796
	Iteration 7F: 3 clusters Score -2506414 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2509282.000000 Penalty: 958.065796
	Iteration 8F: 3 clusters Score -2509282 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2510490.000000 Penalty: 958.065796
	Iteration 9Q: 3 clusters Score -2510490 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -2510805.500000 Penalty: 958.065796
	Iteration 10Q: 3 clusters Score -2510806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -2510877.750000 Penalty: 958.065796
	Iteration 11Q: 3 clusters Score -2510878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2510907.000000 Penalty: 958.065796
	Iteration 12Q: 3 clusters Score -2510907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2510921.000000 Penalty: 958.065796
	Iteration 13Q: 3 clusters Score -2510921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2510926.750000 Penalty: 958.065796
	Iteration 14Q: 3 clusters Score -2510927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2510928.250000 Penalty: 958.065796
	Iteration 15Q: 3 clusters Score -2510928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2510927.500000 Penalty: 958.065796
	Iteration 16Q: 3 clusters Score -2510928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2510931.500000 Penalty: 958.065796
	Iteration 17Q: 3 clusters Score -2510932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2510934.250000 Penalty: 958.065796
	Iteration 18Q: 3 clusters Score -2510934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2510935.250000 Penalty: 958.065796
	Iteration 19Q: 3 clusters Score -2510935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2510934.500000 Penalty: 958.065796
	Iteration 20F: 3 clusters Score -2510934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2510937.500000 Penalty: 958.065796
	Iteration 21Q: 3 clusters Score -2510938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -2510941.000000 Penalty: 958.065796
	Iteration 22Q: 3 clusters Score -2510941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -2510941.000000 Penalty: 958.065796
	Iteration 23F: 3 clusters Score -2510941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (37370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Entering Unmasked Estep 
Score: -2447238.250000 Penalty: 479.052368
	Iteration 0F: 2 clusters Score -2447238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2421998.500000 Penalty: 958.104736
	Iteration 0F: 3 clusters Score -2421998 nChanged 18077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2432930.500000 Penalty: 958.104736
	Iteration 1F: 3 clusters Score -2432930 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2433410.000000 Penalty: 958.104736
	Iteration 2Q: 3 clusters Score -2433410 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2433996.250000 Penalty: 958.104736
	Iteration 3Q: 3 clusters Score -2433996 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2434766.750000 Penalty: 958.104736
	Iteration 4Q: 3 clusters Score -2434767 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2435725.750000 Penalty: 958.104736
	Iteration 5Q: 3 clusters Score -2435726 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2436835.250000 Penalty: 958.104736
	Iteration 6F: 3 clusters Score -2436835 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2437978.500000 Penalty: 958.104736
	Iteration 7F: 3 clusters Score -2437978 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2439140.000000 Penalty: 958.104736
	Iteration 8F: 3 clusters Score -2439140 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2440095.500000 Penalty: 958.104736
	Iteration 9Q: 3 clusters Score -2440096 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2440788.000000 Penalty: 958.104736
	Iteration 10Q: 3 clusters Score -2440788 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2441293.500000 Penalty: 958.104736
	Iteration 11Q: 3 clusters Score -2441294 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2441681.500000 Penalty: 958.104736
	Iteration 12Q: 3 clusters Score -2441682 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2442029.250000 Penalty: 958.104736
	Iteration 13Q: 3 clusters Score -2442029 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2442381.000000 Penalty: 958.104736
	Iteration 14Q: 3 clusters Score -2442381 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2442844.000000 Penalty: 958.104736
	Iteration 15Q: 3 clusters Score -2442844 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2443327.000000 Penalty: 958.104736
	Iteration 16Q: 3 clusters Score -2443327 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2443849.000000 Penalty: 958.104736
	Iteration 17Q: 3 clusters Score -2443849 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2444402.000000 Penalty: 958.104736
	Iteration 18Q: 3 clusters Score -2444402 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2444948.250000 Penalty: 958.104736
	Iteration 19Q: 3 clusters Score -2444948 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2445403.500000 Penalty: 958.104736
	Iteration 20F: 3 clusters Score -2445404 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2445800.000000 Penalty: 958.104736
	Iteration 21Q: 3 clusters Score -2445800 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2446120.250000 Penalty: 958.104736
	Iteration 22Q: 3 clusters Score -2446120 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2446375.000000 Penalty: 958.104736
	Iteration 23Q: 3 clusters Score -2446375 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2446523.000000 Penalty: 958.104736
	Iteration 24Q: 3 clusters Score -2446523 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2446599.000000 Penalty: 958.104736
	Iteration 25Q: 3 clusters Score -2446599 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2446653.250000 Penalty: 958.104736
	Iteration 26Q: 3 clusters Score -2446653 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2446689.000000 Penalty: 958.104736
	Iteration 27Q: 3 clusters Score -2446689 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2446716.750000 Penalty: 958.104736
	Iteration 28Q: 3 clusters Score -2446717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2446733.500000 Penalty: 958.104736
	Iteration 29Q: 3 clusters Score -2446734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2446757.500000 Penalty: 958.104736
	Iteration 30Q: 3 clusters Score -2446758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2446781.000000 Penalty: 958.104736
	Iteration 31Q: 3 clusters Score -2446781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2446790.750000 Penalty: 958.104736
	Iteration 32Q: 3 clusters Score -2446791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2446794.000000 Penalty: 958.104736
	Iteration 33Q: 3 clusters Score -2446794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2446795.000000 Penalty: 958.104736
	Iteration 34Q: 3 clusters Score -2446795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2446800.750000 Penalty: 958.104736
	Iteration 35Q: 3 clusters Score -2446801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2446807.250000 Penalty: 958.104736
	Iteration 36Q: 3 clusters Score -2446807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2446813.500000 Penalty: 958.104736
	Iteration 37Q: 3 clusters Score -2446814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2446812.500000 Penalty: 958.104736
	Iteration 38Q: 3 clusters Score -2446812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2446815.250000 Penalty: 958.104736
	Iteration 39Q: 3 clusters Score -2446815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2446814.500000 Penalty: 958.104736
	Iteration 40F: 3 clusters Score -2446814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Entering Unmasked Estep 
Score: -379674.156250 Penalty: 394.340302
	Iteration 0F: 2 clusters Score -379674.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -375732.718750 Penalty: 788.680603
	Iteration 0F: 3 clusters Score -375732.7 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -377302.187500 Penalty: 788.680603
	Iteration 1F: 3 clusters Score -377302.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -377679.031250 Penalty: 788.680603
	Iteration 2F: 3 clusters Score -377679 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -378096.343750 Penalty: 788.680603
	Iteration 3F: 3 clusters Score -378096.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -378431.125000 Penalty: 788.680603
	Iteration 4F: 3 clusters Score -378431.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -378687.375000 Penalty: 788.680603
	Iteration 5F: 3 clusters Score -378687.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -378859.281250 Penalty: 788.680603
	Iteration 6F: 3 clusters Score -378859.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -378963.468750 Penalty: 788.680603
	Iteration 7Q: 3 clusters Score -378963.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -379031.218750 Penalty: 788.680603
	Iteration 8Q: 3 clusters Score -379031.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -379063.531250 Penalty: 788.680603
	Iteration 9Q: 3 clusters Score -379063.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -379090.562500 Penalty: 788.680603
	Iteration 10Q: 3 clusters Score -379090.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -379110.156250 Penalty: 788.680603
	Iteration 11Q: 3 clusters Score -379110.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -379129.656250 Penalty: 788.680603
	Iteration 12Q: 3 clusters Score -379129.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -379148.062500 Penalty: 788.680603
	Iteration 13Q: 3 clusters Score -379148.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -379163.906250 Penalty: 788.680603
	Iteration 14Q: 3 clusters Score -379163.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -379176.093750 Penalty: 788.680603
	Iteration 15Q: 3 clusters Score -379176.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -379187.281250 Penalty: 788.680603
	Iteration 16Q: 3 clusters Score -379187.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -379200.375000 Penalty: 788.680603
	Iteration 17Q: 3 clusters Score -379200.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -379220.656250 Penalty: 788.680603
	Iteration 18Q: 3 clusters Score -379220.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -379242.937500 Penalty: 788.680603
	Iteration 19Q: 3 clusters Score -379242.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -379261.468750 Penalty: 788.680603
	Iteration 20F: 3 clusters Score -379261.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -379276.000000 Penalty: 788.680603
	Iteration 21Q: 3 clusters Score -379276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -379285.750000 Penalty: 788.680603
	Iteration 22Q: 3 clusters Score -379285.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -379290.187500 Penalty: 788.680603
	Iteration 23Q: 3 clusters Score -379290.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -379294.062500 Penalty: 788.680603
	Iteration 24Q: 3 clusters Score -379294.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -379297.031250 Penalty: 788.680603
	Iteration 25Q: 3 clusters Score -379297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -379301.062500 Penalty: 788.680603
	Iteration 26Q: 3 clusters Score -379301.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -379304.343750 Penalty: 788.680603
	Iteration 27Q: 3 clusters Score -379304.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -379308.437500 Penalty: 788.680603
	Iteration 28Q: 3 clusters Score -379308.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -379311.031250 Penalty: 788.680603
	Iteration 29Q: 3 clusters Score -379311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -379312.500000 Penalty: 788.680603
	Iteration 30Q: 3 clusters Score -379312.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -379314.812500 Penalty: 788.680603
	Iteration 31Q: 3 clusters Score -379314.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -379317.093750 Penalty: 788.680603
	Iteration 32Q: 3 clusters Score -379317.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -379318.906250 Penalty: 788.680603
	Iteration 33Q: 3 clusters Score -379318.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -379320.781250 Penalty: 788.680603
	Iteration 34Q: 3 clusters Score -379320.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -379322.437500 Penalty: 788.680603
	Iteration 35Q: 3 clusters Score -379322.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -379323.562500 Penalty: 788.680603
	Iteration 36Q: 3 clusters Score -379323.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -379324.437500 Penalty: 788.680603
	Iteration 37Q: 3 clusters Score -379324.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -379325.000000 Penalty: 788.680603
	Iteration 38Q: 3 clusters Score -379325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -379326.156250 Penalty: 788.680603
	Iteration 39Q: 3 clusters Score -379326.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -379327.468750 Penalty: 788.680603
	Iteration 40F: 3 clusters Score -379327.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -379327.468750 Penalty: 788.680603
	Iteration 41Q: 3 clusters Score -379327.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -379327.968750 Penalty: 788.680603
	Iteration 42Q: 3 clusters Score -379328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -379328.281250 Penalty: 788.680603
	Iteration 43Q: 3 clusters Score -379328.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -379329.156250 Penalty: 788.680603
	Iteration 44Q: 3 clusters Score -379329.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -379330.125000 Penalty: 788.680603
	Iteration 45Q: 3 clusters Score -379330.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -379331.937500 Penalty: 788.680603
	Iteration 46Q: 3 clusters Score -379331.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -379331.750000 Penalty: 788.680603
	Iteration 47Q: 3 clusters Score -379331.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -379331.656250 Penalty: 788.680603
	Iteration 48Q: 3 clusters Score -379331.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -379331.937500 Penalty: 788.680603
	Iteration 49Q: 3 clusters Score -379331.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -379332.687500 Penalty: 788.680603
	Iteration 50Q: 3 clusters Score -379332.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -379333.125000 Penalty: 788.680603
	Iteration 51Q: 3 clusters Score -379333.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -379334.187500 Penalty: 788.680603
	Iteration 52Q: 3 clusters Score -379334.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -379334.218750 Penalty: 788.680603
	Iteration 53Q: 3 clusters Score -379334.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -379334.875000 Penalty: 788.680603
	Iteration 54Q: 3 clusters Score -379334.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -379336.250000 Penalty: 788.680603
	Iteration 55Q: 3 clusters Score -379336.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -379336.218750 Penalty: 788.680603
	Iteration 56Q: 3 clusters Score -379336.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -379336.468750 Penalty: 788.680603
	Iteration 57Q: 3 clusters Score -379336.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -379337.281250 Penalty: 788.680603
	Iteration 58Q: 3 clusters Score -379337.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -379336.968750 Penalty: 788.680603
	Iteration 59Q: 3 clusters Score -379337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -379336.968750 Penalty: 788.680603
	Iteration 60F: 3 clusters Score -379337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -9063.481445 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -9063.481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8814.213867 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -8814.214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8881.181641 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -8881.182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8911.921875 Penalty: 462.407776
	Iteration 2F: 3 clusters Score -8911.922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8918.423828 Penalty: 462.407776
	Iteration 3Q: 3 clusters Score -8918.424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8923.591797 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -8923.592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8929.540039 Penalty: 462.407776
	Iteration 5Q: 3 clusters Score -8929.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8933.740234 Penalty: 462.407776
	Iteration 6Q: 3 clusters Score -8933.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8934.399414 Penalty: 462.407776
	Iteration 7Q: 3 clusters Score -8934.399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8934.399414 Penalty: 462.407776
	Iteration 8F: 3 clusters Score -8934.399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Entering Unmasked Estep 
Score: -563525.187500 Penalty: 412.387573
	Iteration 0F: 2 clusters Score -563525.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -557790.875000 Penalty: 824.775146
	Iteration 0F: 3 clusters Score -557790.9 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -560054.125000 Penalty: 824.775146
	Iteration 1F: 3 clusters Score -560054.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -560231.000000 Penalty: 824.775146
	Iteration 2F: 3 clusters Score -560231 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -560447.250000 Penalty: 824.775146
	Iteration 3F: 3 clusters Score -560447.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -560717.375000 Penalty: 824.775146
	Iteration 4F: 3 clusters Score -560717.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -561060.125000 Penalty: 824.775146
	Iteration 5F: 3 clusters Score -561060.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -561420.500000 Penalty: 824.775146
	Iteration 6F: 3 clusters Score -561420.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -561620.625000 Penalty: 824.775146
	Iteration 7Q: 3 clusters Score -561620.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -561727.125000 Penalty: 824.775146
	Iteration 8Q: 3 clusters Score -561727.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -561817.437500 Penalty: 824.775146
	Iteration 9Q: 3 clusters Score -561817.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -561908.062500 Penalty: 824.775146
	Iteration 10Q: 3 clusters Score -561908.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -562030.625000 Penalty: 824.775146
	Iteration 11Q: 3 clusters Score -562030.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -562182.625000 Penalty: 824.775146
	Iteration 12Q: 3 clusters Score -562182.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -562346.875000 Penalty: 824.775146
	Iteration 13Q: 3 clusters Score -562346.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -562538.812500 Penalty: 824.775146
	Iteration 14Q: 3 clusters Score -562538.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -562764.625000 Penalty: 824.775146
	Iteration 15Q: 3 clusters Score -562764.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -562991.687500 Penalty: 824.775146
	Iteration 16Q: 3 clusters Score -562991.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -563188.062500 Penalty: 824.775146
	Iteration 17Q: 3 clusters Score -563188.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -563301.000000 Penalty: 824.775146
	Iteration 18Q: 3 clusters Score -563301 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -563371.812500 Penalty: 824.775146
	Iteration 19Q: 3 clusters Score -563371.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -563403.437500 Penalty: 824.775146
	Iteration 20F: 3 clusters Score -563403.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -563424.687500 Penalty: 824.775146
	Iteration 21Q: 3 clusters Score -563424.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -563434.500000 Penalty: 824.775146
	Iteration 22Q: 3 clusters Score -563434.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -563442.312500 Penalty: 824.775146
	Iteration 23Q: 3 clusters Score -563442.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -563445.437500 Penalty: 824.775146
	Iteration 24Q: 3 clusters Score -563445.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -563448.187500 Penalty: 824.775146
	Iteration 25Q: 3 clusters Score -563448.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -563448.812500 Penalty: 824.775146
	Iteration 26Q: 3 clusters Score -563448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -563448.437500 Penalty: 824.775146
	Iteration 27Q: 3 clusters Score -563448.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -563449.250000 Penalty: 824.775146
	Iteration 28Q: 3 clusters Score -563449.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -563448.125000 Penalty: 824.775146
	Iteration 29Q: 3 clusters Score -563448.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -563448.125000 Penalty: 824.775146
	Iteration 30F: 3 clusters Score -563448.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 56166 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 11094 members 
Mstep: Class 5 contains 21434 members 
Mstep: Class 6 contains 72975 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 8 contains 3308 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49517 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1308 members 
Mstep: Class 13 contains 18598 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 75661 members 
Mstep: Class 16 contains 18767 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 8672 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 66818 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 40528 members 
Mstep: Class 24 contains 15435 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 37354 members 
Mstep: Class 28 contains 37370 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35842508.000000 Penalty: 19322.265625
Iteration 159Q: 33 clusters Score -3.584251e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 56239 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 11016 members 
Mstep: Class 5 contains 21440 members 
Mstep: Class 6 contains 73697 members 
Mstep: Class 7 contains 1761 members 
Mstep: Class 8 contains 3299 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50143 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 18594 members 
Mstep: Class 14 contains 815 members 
Mstep: Class 15 contains 74766 members 
Mstep: Class 16 contains 18047 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 8542 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 67362 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 40372 members 
Mstep: Class 24 contains 15121 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 37204 members 
Mstep: Class 28 contains 37575 members 
Mstep: Class 29 contains 5872 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8641 members 
Mstep: Class 32 contains 21315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843096.000000 Penalty: 19322.265625
Iteration 160F: 33 clusters Score -3.58431e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 56285 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 10944 members 
Mstep: Class 5 contains 21431 members 
Mstep: Class 6 contains 73934 members 
Mstep: Class 7 contains 1759 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50485 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 18585 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 73772 members 
Mstep: Class 16 contains 17382 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 8394 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 68243 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 40253 members 
Mstep: Class 24 contains 14869 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 37066 members 
Mstep: Class 28 contains 37741 members 
Mstep: Class 29 contains 5944 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8649 members 
Mstep: Class 32 contains 21969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843536.000000 Penalty: 19322.265625
Iteration 161Q: 33 clusters Score -3.584354e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 56337 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 10875 members 
Mstep: Class 5 contains 21422 members 
Mstep: Class 6 contains 74139 members 
Mstep: Class 7 contains 1754 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50809 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 18584 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 72787 members 
Mstep: Class 16 contains 16753 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 8245 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 69260 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 40186 members 
Mstep: Class 24 contains 14681 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 37004 members 
Mstep: Class 28 contains 37899 members 
Mstep: Class 29 contains 6006 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8669 members 
Mstep: Class 32 contains 22291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843788.000000 Penalty: 19322.265625
Iteration 162Q: 33 clusters Score -3.584379e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 56375 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 10803 members 
Mstep: Class 5 contains 21420 members 
Mstep: Class 6 contains 74267 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51123 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 18579 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 71653 members 
Mstep: Class 16 contains 16164 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 8097 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 70467 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 40066 members 
Mstep: Class 24 contains 14532 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 37000 members 
Mstep: Class 28 contains 38092 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8687 members 
Mstep: Class 32 contains 22550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843848.000000 Penalty: 19322.265625
Iteration 163Q: 33 clusters Score -3.584385e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 56424 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 10734 members 
Mstep: Class 5 contains 21420 members 
Mstep: Class 6 contains 74340 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 3291 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51388 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 18575 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 70490 members 
Mstep: Class 16 contains 15616 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 7960 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 71731 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 39953 members 
Mstep: Class 24 contains 14413 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 37018 members 
Mstep: Class 28 contains 38255 members 
Mstep: Class 29 contains 6128 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8716 members 
Mstep: Class 32 contains 22788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843580.000000 Penalty: 19322.265625
Iteration 164Q: 33 clusters Score -3.584358e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 56486 members 
Mstep: Class 3 contains 3341 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 21413 members 
Mstep: Class 6 contains 74247 members 
Mstep: Class 7 contains 1749 members 
Mstep: Class 8 contains 3288 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51622 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 18574 members 
Mstep: Class 14 contains 836 members 
Mstep: Class 15 contains 69359 members 
Mstep: Class 16 contains 15111 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 7851 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 73064 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 39802 members 
Mstep: Class 24 contains 14347 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 37093 members 
Mstep: Class 28 contains 38417 members 
Mstep: Class 29 contains 6189 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8748 members 
Mstep: Class 32 contains 22981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843724.000000 Penalty: 19322.265625
Iteration 165Q: 33 clusters Score -3.584372e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 56551 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 10567 members 
Mstep: Class 5 contains 21407 members 
Mstep: Class 6 contains 74088 members 
Mstep: Class 7 contains 1747 members 
Mstep: Class 8 contains 3284 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51802 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 18575 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 68256 members 
Mstep: Class 16 contains 14637 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 7801 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 74363 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 39619 members 
Mstep: Class 24 contains 14313 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 37284 members 
Mstep: Class 28 contains 38563 members 
Mstep: Class 29 contains 6227 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8795 members 
Mstep: Class 32 contains 23113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843508.000000 Penalty: 19322.265625
Iteration 166Q: 33 clusters Score -3.584351e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 56613 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 21409 members 
Mstep: Class 6 contains 73815 members 
Mstep: Class 7 contains 1746 members 
Mstep: Class 8 contains 3281 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51912 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 13 contains 18578 members 
Mstep: Class 14 contains 844 members 
Mstep: Class 15 contains 67196 members 
Mstep: Class 16 contains 14209 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 7784 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 75631 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 39414 members 
Mstep: Class 24 contains 14304 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 37550 members 
Mstep: Class 28 contains 38705 members 
Mstep: Class 29 contains 6248 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8855 members 
Mstep: Class 32 contains 23255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843552.000000 Penalty: 19322.265625
Iteration 167Q: 33 clusters Score -3.584355e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 56672 members 
Mstep: Class 3 contains 3341 members 
Mstep: Class 4 contains 10419 members 
Mstep: Class 5 contains 21408 members 
Mstep: Class 6 contains 73421 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 3278 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51988 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 13 contains 18581 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 66326 members 
Mstep: Class 16 contains 13833 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 7740 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 76784 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 39237 members 
Mstep: Class 24 contains 14301 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 37860 members 
Mstep: Class 28 contains 38842 members 
Mstep: Class 29 contains 6257 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 8928 members 
Mstep: Class 32 contains 23371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843864.000000 Penalty: 19322.265625
Iteration 168Q: 33 clusters Score -3.584386e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 56738 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 10357 members 
Mstep: Class 5 contains 21402 members 
Mstep: Class 6 contains 72931 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 3273 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51965 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 18581 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 65747 members 
Mstep: Class 16 contains 13476 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 7719 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77831 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 39031 members 
Mstep: Class 24 contains 14316 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 38224 members 
Mstep: Class 28 contains 38963 members 
Mstep: Class 29 contains 6265 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 9010 members 
Mstep: Class 32 contains 23426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35844128.000000 Penalty: 19322.265625
Iteration 169Q: 33 clusters Score -3.584413e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 56814 members 
Mstep: Class 3 contains 3341 members 
Mstep: Class 4 contains 10278 members 
Mstep: Class 5 contains 21399 members 
Mstep: Class 6 contains 72434 members 
Mstep: Class 7 contains 1739 members 
Mstep: Class 8 contains 3271 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51805 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 18583 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 65410 members 
Mstep: Class 16 contains 13094 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 7705 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 78718 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 38841 members 
Mstep: Class 24 contains 14350 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 38643 members 
Mstep: Class 28 contains 39082 members 
Mstep: Class 29 contains 6276 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 9076 members 
Mstep: Class 32 contains 23478 members 
Entering Unmasked Estep 
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Score: -35844216.000000 Penalty: 19322.265625
Iteration 170Q: 33 clusters Score -3.584422e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 56899 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 10196 members 
Mstep: Class 5 contains 21395 members 
Mstep: Class 6 contains 71840 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 3267 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51601 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 18586 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 65229 members 
Mstep: Class 16 contains 12694 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 7681 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 79466 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 38692 members 
Mstep: Class 24 contains 14332 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 39204 members 
Mstep: Class 28 contains 39163 members 
Mstep: Class 29 contains 6281 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 9152 members 
Mstep: Class 32 contains 23581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35844252.000000 Penalty: 19322.265625
Iteration 171Q: 33 clusters Score -3.584425e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 56990 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 10111 members 
Mstep: Class 5 contains 21392 members 
Mstep: Class 6 contains 71078 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51390 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 18589 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 65214 members 
Mstep: Class 16 contains 12320 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 7652 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 80000 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 38527 members 
Mstep: Class 24 contains 14319 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 39930 members 
Mstep: Class 28 contains 39234 members 
Mstep: Class 29 contains 6284 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 9232 members 
Mstep: Class 32 contains 23736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35844204.000000 Penalty: 19322.265625
Iteration 172Q: 33 clusters Score -3.58442e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 57085 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 10029 members 
Mstep: Class 5 contains 21379 members 
Mstep: Class 6 contains 70205 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 3262 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 51136 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1308 members 
Mstep: Class 13 contains 18591 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 65349 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 7623 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 80438 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 38365 members 
Mstep: Class 24 contains 14269 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 40805 members 
Mstep: Class 28 contains 39274 members 
Mstep: Class 29 contains 6279 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 9319 members 
Mstep: Class 32 contains 23913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35844432.000000 Penalty: 19322.265625
Iteration 173Q: 33 clusters Score -3.584443e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 57197 members 
Mstep: Class 3 contains 3360 members 
Mstep: Class 4 contains 9920 members 
Mstep: Class 5 contains 21379 members 
Mstep: Class 6 contains 69159 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50909 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 18595 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 65583 members 
Mstep: Class 16 contains 11565 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 7585 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 80768 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 38201 members 
Mstep: Class 24 contains 14192 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 41804 members 
Mstep: Class 28 contains 39302 members 
Mstep: Class 29 contains 6255 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 9407 members 
Mstep: Class 32 contains 24174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35844408.000000 Penalty: 19322.265625
Iteration 174Q: 33 clusters Score -3.584441e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 57320 members 
Mstep: Class 3 contains 3366 members 
Mstep: Class 4 contains 9794 members 
Mstep: Class 5 contains 21386 members 
Mstep: Class 6 contains 67964 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 3256 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50669 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 18599 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 65967 members 
Mstep: Class 16 contains 11201 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 7546 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 81024 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 38025 members 
Mstep: Class 24 contains 14035 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 43013 members 
Mstep: Class 28 contains 39315 members 
Mstep: Class 29 contains 6243 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 9489 members 
Mstep: Class 32 contains 24392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35844608.000000 Penalty: 19322.265625
Iteration 175Q: 33 clusters Score -3.584461e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 57442 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 9666 members 
Mstep: Class 5 contains 21398 members 
Mstep: Class 6 contains 66479 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 3255 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50432 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 18603 members 
Mstep: Class 14 contains 845 members 
Mstep: Class 15 contains 66505 members 
Mstep: Class 16 contains 10837 members 
Mstep: Class 17 contains 365 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 81219 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 37798 members 
Mstep: Class 24 contains 13834 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 44480 members 
Mstep: Class 28 contains 39333 members 
Mstep: Class 29 contains 6235 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 9563 members 
Mstep: Class 32 contains 24621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35845020.000000 Penalty: 19322.265625
Iteration 176Q: 33 clusters Score -3.584502e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 57589 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 9519 members 
Mstep: Class 5 contains 21410 members 
Mstep: Class 6 contains 64920 members 
Mstep: Class 7 contains 1732 members 
Mstep: Class 8 contains 3256 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50240 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 18604 members 
Mstep: Class 14 contains 842 members 
Mstep: Class 15 contains 67072 members 
Mstep: Class 16 contains 10501 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 7475 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 81239 members 
Mstep: Class 22 contains 153 members 
Mstep: Class 23 contains 37543 members 
Mstep: Class 24 contains 13491 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 46153 members 
Mstep: Class 28 contains 39352 members 
Mstep: Class 29 contains 6238 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 9644 members 
Mstep: Class 32 contains 24969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35845408.000000 Penalty: 19322.265625
Iteration 177Q: 33 clusters Score -3.584541e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 57717 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 9392 members 
Mstep: Class 5 contains 21428 members 
Mstep: Class 6 contains 63541 members 
Mstep: Class 7 contains 1732 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50083 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 13 contains 18602 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 67774 members 
Mstep: Class 16 contains 10186 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 7412 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 81239 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 37330 members 
Mstep: Class 24 contains 13142 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 47578 members 
Mstep: Class 28 contains 39347 members 
Mstep: Class 29 contains 6226 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 9726 members 
Mstep: Class 32 contains 25226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35845684.000000 Penalty: 19322.265625
Iteration 178Q: 33 clusters Score -3.584568e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 57836 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 9279 members 
Mstep: Class 5 contains 21439 members 
Mstep: Class 6 contains 62335 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49928 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 18601 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 68500 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 7358 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 81190 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 37118 members 
Mstep: Class 24 contains 12720 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 48924 members 
Mstep: Class 28 contains 39356 members 
Mstep: Class 29 contains 6192 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 9800 members 
Mstep: Class 32 contains 25486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35845860.000000 Penalty: 19322.265625
Iteration 179Q: 33 clusters Score -3.584586e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 57933 members 
Mstep: Class 3 contains 3421 members 
Mstep: Class 4 contains 9180 members 
Mstep: Class 5 contains 21454 members 
Mstep: Class 6 contains 61359 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49795 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1325 members 
Mstep: Class 13 contains 18599 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 69230 members 
Mstep: Class 16 contains 9541 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 7305 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 81107 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 36932 members 
Mstep: Class 24 contains 12288 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 50106 members 
Mstep: Class 28 contains 39370 members 
Mstep: Class 29 contains 6147 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 9875 members 
Mstep: Class 32 contains 25705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35846532.000000 Penalty: 19322.265625
Iteration 180F: 33 clusters Score -3.584653e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 58015 members 
Mstep: Class 3 contains 3425 members 
Mstep: Class 4 contains 9092 members 
Mstep: Class 5 contains 21465 members 
Mstep: Class 6 contains 60157 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49673 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 18600 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 69898 members 
Mstep: Class 16 contains 9191 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 7243 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 81002 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 36756 members 
Mstep: Class 24 contains 11856 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 51678 members 
Mstep: Class 28 contains 39400 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 9937 members 
Mstep: Class 32 contains 25877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35846908.000000 Penalty: 19322.265625
Iteration 181Q: 33 clusters Score -3.584691e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 58090 members 
Mstep: Class 3 contains 3427 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 21475 members 
Mstep: Class 6 contains 59085 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49605 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 18601 members 
Mstep: Class 14 contains 837 members 
Mstep: Class 15 contains 70531 members 
Mstep: Class 16 contains 8862 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 7166 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 80887 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 36529 members 
Mstep: Class 24 contains 11445 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 53078 members 
Mstep: Class 28 contains 39433 members 
Mstep: Class 29 contains 6028 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 10013 members 
Mstep: Class 32 contains 26085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35847168.000000 Penalty: 19322.265625
Iteration 182Q: 33 clusters Score -3.584717e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 58167 members 
Mstep: Class 3 contains 3426 members 
Mstep: Class 4 contains 8946 members 
Mstep: Class 5 contains 21481 members 
Mstep: Class 6 contains 58133 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49554 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 18596 members 
Mstep: Class 14 contains 837 members 
Mstep: Class 15 contains 71101 members 
Mstep: Class 16 contains 8528 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 7066 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 80800 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 36298 members 
Mstep: Class 24 contains 11007 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 54439 members 
Mstep: Class 28 contains 39439 members 
Mstep: Class 29 contains 5958 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 10093 members 
Mstep: Class 32 contains 26321 members 
Entering Unmasked Estep 
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Iteration 183Q: 33 clusters Score -3.584724e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 58230 members 
Mstep: Class 3 contains 3425 members 
Mstep: Class 4 contains 8891 members 
Mstep: Class 5 contains 21480 members 
Mstep: Class 6 contains 57269 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 3260 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49509 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1326 members 
Mstep: Class 13 contains 18595 members 
Mstep: Class 14 contains 836 members 
Mstep: Class 15 contains 71715 members 
Mstep: Class 16 contains 8202 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 6966 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 80696 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 36025 members 
Mstep: Class 24 contains 10583 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 55731 members 
Mstep: Class 28 contains 39431 members 
Mstep: Class 29 contains 5882 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 10180 members 
Mstep: Class 32 contains 26538 members 
Entering Unmasked Estep 
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Iteration 184Q: 33 clusters Score -3.584723e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 58300 members 
Mstep: Class 3 contains 3425 members 
Mstep: Class 4 contains 8835 members 
Mstep: Class 5 contains 21480 members 
Mstep: Class 6 contains 56356 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 3261 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49460 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 18592 members 
Mstep: Class 14 contains 836 members 
Mstep: Class 15 contains 72428 members 
Mstep: Class 16 contains 7883 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 6833 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 80575 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 35773 members 
Mstep: Class 24 contains 10113 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 57039 members 
Mstep: Class 28 contains 39411 members 
Mstep: Class 29 contains 5818 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 10264 members 
Mstep: Class 32 contains 26765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35847404.000000 Penalty: 19322.265625
Iteration 185Q: 33 clusters Score -3.58474e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 58359 members 
Mstep: Class 3 contains 3427 members 
Mstep: Class 4 contains 8780 members 
Mstep: Class 5 contains 21486 members 
Mstep: Class 6 contains 55413 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 3262 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49432 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 18587 members 
Mstep: Class 14 contains 836 members 
Mstep: Class 15 contains 72983 members 
Mstep: Class 16 contains 7578 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 6697 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 80479 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 35577 members 
Mstep: Class 24 contains 9643 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 58349 members 
Mstep: Class 28 contains 39395 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 10337 members 
Mstep: Class 32 contains 27067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35847500.000000 Penalty: 19322.265625
Iteration 186Q: 33 clusters Score -3.58475e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 58426 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 8711 members 
Mstep: Class 5 contains 21491 members 
Mstep: Class 6 contains 54403 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 3263 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49419 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 18587 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 73491 members 
Mstep: Class 16 contains 7271 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 6579 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 80370 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 35394 members 
Mstep: Class 24 contains 9149 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 59881 members 
Mstep: Class 28 contains 39348 members 
Mstep: Class 29 contains 5705 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 10420 members 
Mstep: Class 32 contains 27277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35847536.000000 Penalty: 19322.265625
Iteration 187Q: 33 clusters Score -3.584754e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 58490 members 
Mstep: Class 3 contains 3431 members 
Mstep: Class 4 contains 8644 members 
Mstep: Class 5 contains 21499 members 
Mstep: Class 6 contains 53536 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 3263 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49401 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 18585 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 74000 members 
Mstep: Class 16 contains 7016 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 6479 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 80265 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 35248 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 61246 members 
Mstep: Class 28 contains 39313 members 
Mstep: Class 29 contains 5644 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 10490 members 
Mstep: Class 32 contains 27401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35847668.000000 Penalty: 19322.265625
Iteration 188Q: 33 clusters Score -3.584767e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 58573 members 
Mstep: Class 3 contains 3431 members 
Mstep: Class 4 contains 8562 members 
Mstep: Class 5 contains 21504 members 
Mstep: Class 6 contains 52755 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49406 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 18582 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 74518 members 
Mstep: Class 16 contains 6780 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 6396 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 80151 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 35080 members 
Mstep: Class 24 contains 8231 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 62432 members 
Mstep: Class 28 contains 39284 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 10568 members 
Mstep: Class 32 contains 27542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35847704.000000 Penalty: 19322.265625
Iteration 189Q: 33 clusters Score -3.58477e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 58660 members 
Mstep: Class 3 contains 3431 members 
Mstep: Class 4 contains 8469 members 
Mstep: Class 5 contains 21516 members 
Mstep: Class 6 contains 52070 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 3273 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49403 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 18578 members 
Mstep: Class 14 contains 836 members 
Mstep: Class 15 contains 74976 members 
Mstep: Class 16 contains 6547 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 80120 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34917 members 
Mstep: Class 24 contains 7840 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 63503 members 
Mstep: Class 28 contains 39278 members 
Mstep: Class 29 contains 5471 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 10643 members 
Mstep: Class 32 contains 27612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35847844.000000 Penalty: 19322.265625
Iteration 190Q: 33 clusters Score -3.584784e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 58772 members 
Mstep: Class 3 contains 3433 members 
Mstep: Class 4 contains 8354 members 
Mstep: Class 5 contains 21532 members 
Mstep: Class 6 contains 51416 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 3279 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49396 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1308 members 
Mstep: Class 13 contains 18572 members 
Mstep: Class 14 contains 836 members 
Mstep: Class 15 contains 75443 members 
Mstep: Class 16 contains 6333 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 6261 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 80037 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34760 members 
Mstep: Class 24 contains 7414 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 64557 members 
Mstep: Class 28 contains 39273 members 
Mstep: Class 29 contains 5363 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 10721 members 
Mstep: Class 32 contains 27713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35848292.000000 Penalty: 19322.265625
Iteration 191Q: 33 clusters Score -3.584829e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 58901 members 
Mstep: Class 3 contains 3434 members 
Mstep: Class 4 contains 8218 members 
Mstep: Class 5 contains 21546 members 
Mstep: Class 6 contains 50793 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 3290 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49366 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 18568 members 
Mstep: Class 14 contains 837 members 
Mstep: Class 15 contains 75937 members 
Mstep: Class 16 contains 6111 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 6228 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 79829 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34612 members 
Mstep: Class 24 contains 7050 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 65531 members 
Mstep: Class 28 contains 39262 members 
Mstep: Class 29 contains 5264 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 10779 members 
Mstep: Class 32 contains 27912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35848468.000000 Penalty: 19322.265625
Iteration 192Q: 33 clusters Score -3.584847e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 59041 members 
Mstep: Class 3 contains 3432 members 
Mstep: Class 4 contains 8074 members 
Mstep: Class 5 contains 21559 members 
Mstep: Class 6 contains 50258 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49353 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1299 members 
Mstep: Class 13 contains 18564 members 
Mstep: Class 14 contains 837 members 
Mstep: Class 15 contains 76499 members 
Mstep: Class 16 contains 5884 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 6187 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 79338 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34491 members 
Mstep: Class 24 contains 6697 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 66323 members 
Mstep: Class 28 contains 39234 members 
Mstep: Class 29 contains 5172 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 10846 members 
Mstep: Class 32 contains 28387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35848724.000000 Penalty: 19322.265625
Iteration 193Q: 33 clusters Score -3.584872e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 59184 members 
Mstep: Class 3 contains 3433 members 
Mstep: Class 4 contains 7930 members 
Mstep: Class 5 contains 21569 members 
Mstep: Class 6 contains 49776 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49364 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 18559 members 
Mstep: Class 14 contains 837 members 
Mstep: Class 15 contains 77252 members 
Mstep: Class 16 contains 5694 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 6145 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 78483 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34378 members 
Mstep: Class 24 contains 6335 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 66994 members 
Mstep: Class 28 contains 39232 members 
Mstep: Class 29 contains 5088 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 10908 members 
Mstep: Class 32 contains 29012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35848964.000000 Penalty: 19322.265625
Iteration 194Q: 33 clusters Score -3.584896e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 59319 members 
Mstep: Class 3 contains 3434 members 
Mstep: Class 4 contains 7788 members 
Mstep: Class 5 contains 21578 members 
Mstep: Class 6 contains 49385 members 
Mstep: Class 7 contains 1727 members 
Mstep: Class 8 contains 3310 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49488 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 18555 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 78024 members 
Mstep: Class 16 contains 5486 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 6120 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77306 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34256 members 
Mstep: Class 24 contains 5965 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 67607 members 
Mstep: Class 28 contains 39231 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 10964 members 
Mstep: Class 32 contains 29839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35849136.000000 Penalty: 19322.265625
Iteration 195Q: 33 clusters Score -3.584914e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 59451 members 
Mstep: Class 3 contains 3437 members 
Mstep: Class 4 contains 7631 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 49092 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49720 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 18554 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 78973 members 
Mstep: Class 16 contains 5302 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 6100 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 75845 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34133 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 68080 members 
Mstep: Class 28 contains 39223 members 
Mstep: Class 29 contains 4874 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11030 members 
Mstep: Class 32 contains 30707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35849056.000000 Penalty: 19322.265625
Iteration 196Q: 33 clusters Score -3.584906e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 59580 members 
Mstep: Class 3 contains 3443 members 
Mstep: Class 4 contains 7476 members 
Mstep: Class 5 contains 21619 members 
Mstep: Class 6 contains 48825 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 3324 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50056 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1299 members 
Mstep: Class 13 contains 18549 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 79747 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 6071 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 74199 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34024 members 
Mstep: Class 24 contains 5215 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 68535 members 
Mstep: Class 28 contains 39181 members 
Mstep: Class 29 contains 4760 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11103 members 
Mstep: Class 32 contains 31829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35848856.000000 Penalty: 19322.265625
Iteration 197Q: 33 clusters Score -3.584886e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 59710 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 4 contains 7313 members 
Mstep: Class 5 contains 21634 members 
Mstep: Class 6 contains 48558 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 3336 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50366 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 18545 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 80684 members 
Mstep: Class 16 contains 4907 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 6020 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 72167 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 33936 members 
Mstep: Class 24 contains 4924 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 68944 members 
Mstep: Class 28 contains 39164 members 
Mstep: Class 29 contains 4645 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11148 members 
Mstep: Class 32 contains 33182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35848740.000000 Penalty: 19322.265625
Iteration 198Q: 33 clusters Score -3.584874e+07 nChanged 6478
Entering ConstructFrom: 
Score: -35848740.000000 Penalty: 19322.265625
Entering ConstructFrom: 
Trying to split cluster 1 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -13608.671875 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -13608.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13304.969727 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -13304.97 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13370.599609 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -13370.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13395.337891 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -13395.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13406.681641 Penalty: 493.268707
	Iteration 3Q: 3 clusters Score -13406.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13413.390625 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -13413.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13414.529297 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -13414.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13414.529297 Penalty: 493.268707
	Iteration 6F: 3 clusters Score -13414.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (59865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Entering Unmasked Estep 
Score: -3572421.000000 Penalty: 500.493042
	Iteration 0F: 2 clusters Score -3572421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -3532141.500000 Penalty: 1000.986084
	Iteration 0F: 3 clusters Score -3532142 nChanged 28919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3549807.250000 Penalty: 1000.986084
	Iteration 1F: 3 clusters Score -3549807 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -3551094.000000 Penalty: 1000.986084
	Iteration 2Q: 3 clusters Score -3551094 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -3553289.000000 Penalty: 1000.986084
	Iteration 3F: 3 clusters Score -3553289 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -3556313.250000 Penalty: 1000.986084
	Iteration 4F: 3 clusters Score -3556313 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -3559434.250000 Penalty: 1000.986084
	Iteration 5F: 3 clusters Score -3559434 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -3561660.750000 Penalty: 1000.986084
	Iteration 6F: 3 clusters Score -3561661 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -3562838.250000 Penalty: 1000.986084
	Iteration 7Q: 3 clusters Score -3562838 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -3563502.000000 Penalty: 1000.986084
	Iteration 8Q: 3 clusters Score -3563502 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3564021.750000 Penalty: 1000.986084
	Iteration 9Q: 3 clusters Score -3564022 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3564611.000000 Penalty: 1000.986084
	Iteration 10Q: 3 clusters Score -3564611 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -3565211.500000 Penalty: 1000.986084
	Iteration 11Q: 3 clusters Score -3565212 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -3565899.000000 Penalty: 1000.986084
	Iteration 12Q: 3 clusters Score -3565899 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3566666.000000 Penalty: 1000.986084
	Iteration 13Q: 3 clusters Score -3566666 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -3567410.500000 Penalty: 1000.986084
	Iteration 14Q: 3 clusters Score -3567410 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -3568066.750000 Penalty: 1000.986084
	Iteration 15Q: 3 clusters Score -3568067 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -3568624.250000 Penalty: 1000.986084
	Iteration 16Q: 3 clusters Score -3568624 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3569101.250000 Penalty: 1000.986084
	Iteration 17Q: 3 clusters Score -3569101 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3569488.000000 Penalty: 1000.986084
	Iteration 18Q: 3 clusters Score -3569488 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -3569807.500000 Penalty: 1000.986084
	Iteration 19Q: 3 clusters Score -3569808 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -3570126.750000 Penalty: 1000.986084
	Iteration 20F: 3 clusters Score -3570127 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3570427.000000 Penalty: 1000.986084
	Iteration 21Q: 3 clusters Score -3570427 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3570722.500000 Penalty: 1000.986084
	Iteration 22Q: 3 clusters Score -3570722 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57457 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3570995.750000 Penalty: 1000.986084
	Iteration 23Q: 3 clusters Score -3570996 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3571196.000000 Penalty: 1000.986084
	Iteration 24Q: 3 clusters Score -3571196 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3571383.750000 Penalty: 1000.986084
	Iteration 25Q: 3 clusters Score -3571384 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3571545.500000 Penalty: 1000.986084
	Iteration 26Q: 3 clusters Score -3571546 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3571667.750000 Penalty: 1000.986084
	Iteration 27Q: 3 clusters Score -3571668 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3571755.250000 Penalty: 1000.986084
	Iteration 28Q: 3 clusters Score -3571755 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59131 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3571830.750000 Penalty: 1000.986084
	Iteration 29Q: 3 clusters Score -3571831 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3571904.000000 Penalty: 1000.986084
	Iteration 30Q: 3 clusters Score -3571904 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3571936.250000 Penalty: 1000.986084
	Iteration 31Q: 3 clusters Score -3571936 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3571953.000000 Penalty: 1000.986084
	Iteration 32Q: 3 clusters Score -3571953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3571983.750000 Penalty: 1000.986084
	Iteration 33Q: 3 clusters Score -3571984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3572005.750000 Penalty: 1000.986084
	Iteration 34Q: 3 clusters Score -3572006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3572020.500000 Penalty: 1000.986084
	Iteration 35Q: 3 clusters Score -3572020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3572024.000000 Penalty: 1000.986084
	Iteration 36Q: 3 clusters Score -3572024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3572031.000000 Penalty: 1000.986084
	Iteration 37Q: 3 clusters Score -3572031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59575 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3572041.500000 Penalty: 1000.986084
	Iteration 38Q: 3 clusters Score -3572042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3572050.000000 Penalty: 1000.986084
	Iteration 39Q: 3 clusters Score -3572050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3572047.250000 Penalty: 1000.986084
	Iteration 40F: 3 clusters Score -3572047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3572048.750000 Penalty: 1000.986084
	Iteration 41Q: 3 clusters Score -3572049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3572049.250000 Penalty: 1000.986084
	Iteration 42Q: 3 clusters Score -3572049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3572053.750000 Penalty: 1000.986084
	Iteration 43Q: 3 clusters Score -3572054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3572054.500000 Penalty: 1000.986084
	Iteration 44Q: 3 clusters Score -3572054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3572062.750000 Penalty: 1000.986084
	Iteration 45Q: 3 clusters Score -3572063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3572072.750000 Penalty: 1000.986084
	Iteration 46Q: 3 clusters Score -3572073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59656 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3572076.000000 Penalty: 1000.986084
	Iteration 47Q: 3 clusters Score -3572076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3572075.250000 Penalty: 1000.986084
	Iteration 48Q: 3 clusters Score -3572075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3572078.000000 Penalty: 1000.986084
	Iteration 49Q: 3 clusters Score -3572078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59658 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3572079.000000 Penalty: 1000.986084
	Iteration 50Q: 3 clusters Score -3572079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3572082.000000 Penalty: 1000.986084
	Iteration 51Q: 3 clusters Score -3572082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59658 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3572079.250000 Penalty: 1000.986084
	Iteration 52Q: 3 clusters Score -3572079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3572081.500000 Penalty: 1000.986084
	Iteration 53Q: 3 clusters Score -3572082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3572081.500000 Penalty: 1000.986084
	Iteration 54F: 3 clusters Score -3572082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Entering Unmasked Estep 
Score: -199438.687500 Penalty: 370.714752
	Iteration 0F: 2 clusters Score -199438.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -197128.859375 Penalty: 741.429504
	Iteration 0F: 3 clusters Score -197128.9 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -198004.968750 Penalty: 741.429504
	Iteration 1F: 3 clusters Score -198005 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -198137.515625 Penalty: 741.429504
	Iteration 2F: 3 clusters Score -198137.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -198268.312500 Penalty: 741.429504
	Iteration 3F: 3 clusters Score -198268.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -198386.328125 Penalty: 741.429504
	Iteration 4F: 3 clusters Score -198386.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -198495.015625 Penalty: 741.429504
	Iteration 5F: 3 clusters Score -198495 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -198560.593750 Penalty: 741.429504
	Iteration 6Q: 3 clusters Score -198560.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -198596.593750 Penalty: 741.429504
	Iteration 7Q: 3 clusters Score -198596.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -198618.718750 Penalty: 741.429504
	Iteration 8Q: 3 clusters Score -198618.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -198632.843750 Penalty: 741.429504
	Iteration 9Q: 3 clusters Score -198632.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -198643.406250 Penalty: 741.429504
	Iteration 10Q: 3 clusters Score -198643.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -198651.078125 Penalty: 741.429504
	Iteration 11Q: 3 clusters Score -198651.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -198657.046875 Penalty: 741.429504
	Iteration 12Q: 3 clusters Score -198657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -198661.234375 Penalty: 741.429504
	Iteration 13Q: 3 clusters Score -198661.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -198664.343750 Penalty: 741.429504
	Iteration 14Q: 3 clusters Score -198664.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -198666.937500 Penalty: 741.429504
	Iteration 15Q: 3 clusters Score -198666.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -198668.093750 Penalty: 741.429504
	Iteration 16Q: 3 clusters Score -198668.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -198669.125000 Penalty: 741.429504
	Iteration 17Q: 3 clusters Score -198669.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -198671.250000 Penalty: 741.429504
	Iteration 18Q: 3 clusters Score -198671.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -198673.625000 Penalty: 741.429504
	Iteration 19Q: 3 clusters Score -198673.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -198676.703125 Penalty: 741.429504
	Iteration 20F: 3 clusters Score -198676.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -198677.734375 Penalty: 741.429504
	Iteration 21Q: 3 clusters Score -198677.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -198679.531250 Penalty: 741.429504
	Iteration 22Q: 3 clusters Score -198679.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -198680.890625 Penalty: 741.429504
	Iteration 23Q: 3 clusters Score -198680.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -198683.609375 Penalty: 741.429504
	Iteration 24Q: 3 clusters Score -198683.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -198686.421875 Penalty: 741.429504
	Iteration 25Q: 3 clusters Score -198686.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -198692.765625 Penalty: 741.429504
	Iteration 26Q: 3 clusters Score -198692.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -198703.078125 Penalty: 741.429504
	Iteration 27Q: 3 clusters Score -198703.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -198721.812500 Penalty: 741.429504
	Iteration 28Q: 3 clusters Score -198721.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -198737.625000 Penalty: 741.429504
	Iteration 29Q: 3 clusters Score -198737.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -198746.890625 Penalty: 741.429504
	Iteration 30Q: 3 clusters Score -198746.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -198757.593750 Penalty: 741.429504
	Iteration 31Q: 3 clusters Score -198757.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -198775.546875 Penalty: 741.429504
	Iteration 32Q: 3 clusters Score -198775.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -198787.734375 Penalty: 741.429504
	Iteration 33Q: 3 clusters Score -198787.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -198797.062500 Penalty: 741.429504
	Iteration 34Q: 3 clusters Score -198797.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -198805.812500 Penalty: 741.429504
	Iteration 35Q: 3 clusters Score -198805.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -198816.140625 Penalty: 741.429504
	Iteration 36Q: 3 clusters Score -198816.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -198827.281250 Penalty: 741.429504
	Iteration 37Q: 3 clusters Score -198827.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -198842.406250 Penalty: 741.429504
	Iteration 38Q: 3 clusters Score -198842.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -198858.562500 Penalty: 741.429504
	Iteration 39Q: 3 clusters Score -198858.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -198880.031250 Penalty: 741.429504
	Iteration 40F: 3 clusters Score -198880 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -198903.046875 Penalty: 741.429504
	Iteration 41Q: 3 clusters Score -198903 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -198925.187500 Penalty: 741.429504
	Iteration 42Q: 3 clusters Score -198925.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -198942.875000 Penalty: 741.429504
	Iteration 43Q: 3 clusters Score -198942.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -198960.000000 Penalty: 741.429504
	Iteration 44Q: 3 clusters Score -198960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -198977.937500 Penalty: 741.429504
	Iteration 45Q: 3 clusters Score -198977.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -199004.500000 Penalty: 741.429504
	Iteration 46Q: 3 clusters Score -199004.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -199026.312500 Penalty: 741.429504
	Iteration 47Q: 3 clusters Score -199026.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -199050.093750 Penalty: 741.429504
	Iteration 48Q: 3 clusters Score -199050.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -199082.203125 Penalty: 741.429504
	Iteration 49Q: 3 clusters Score -199082.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -199126.859375 Penalty: 741.429504
	Iteration 50Q: 3 clusters Score -199126.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -199192.203125 Penalty: 741.429504
	Iteration 51Q: 3 clusters Score -199192.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -199236.390625 Penalty: 741.429504
	Iteration 52Q: 3 clusters Score -199236.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -199265.859375 Penalty: 741.429504
	Iteration 53Q: 3 clusters Score -199265.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -199276.546875 Penalty: 741.429504
	Iteration 54Q: 3 clusters Score -199276.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -199282.250000 Penalty: 741.429504
	Iteration 55Q: 3 clusters Score -199282.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -199286.093750 Penalty: 741.429504
	Iteration 56Q: 3 clusters Score -199286.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -199288.125000 Penalty: 741.429504
	Iteration 57Q: 3 clusters Score -199288.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -199289.234375 Penalty: 741.429504
	Iteration 58Q: 3 clusters Score -199289.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -199289.718750 Penalty: 741.429504
	Iteration 59Q: 3 clusters Score -199289.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -199290.125000 Penalty: 741.429504
	Iteration 60F: 3 clusters Score -199290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -199290.890625 Penalty: 741.429504
	Iteration 61Q: 3 clusters Score -199290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -199291.343750 Penalty: 741.429504
	Iteration 62Q: 3 clusters Score -199291.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -199291.531250 Penalty: 741.429504
	Iteration 63Q: 3 clusters Score -199291.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -199291.921875 Penalty: 741.429504
	Iteration 64Q: 3 clusters Score -199291.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -199292.156250 Penalty: 741.429504
	Iteration 65Q: 3 clusters Score -199292.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -199292.296875 Penalty: 741.429504
	Iteration 66Q: 3 clusters Score -199292.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -199292.375000 Penalty: 741.429504
	Iteration 67Q: 3 clusters Score -199292.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -199293.343750 Penalty: 741.429504
	Iteration 68Q: 3 clusters Score -199293.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -199293.765625 Penalty: 741.429504
	Iteration 69Q: 3 clusters Score -199293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -199294.484375 Penalty: 741.429504
	Iteration 70Q: 3 clusters Score -199294.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -199295.078125 Penalty: 741.429504
	Iteration 71Q: 3 clusters Score -199295.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -199295.093750 Penalty: 741.429504
	Iteration 72Q: 3 clusters Score -199295.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -199295.046875 Penalty: 741.429504
	Iteration 73Q: 3 clusters Score -199295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -199295.046875 Penalty: 741.429504
	Iteration 74F: 3 clusters Score -199295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Entering Unmasked Estep 
Score: -440318.406250 Penalty: 403.627960
	Iteration 0F: 2 clusters Score -440318.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -435483.343750 Penalty: 807.255920
	Iteration 0F: 3 clusters Score -435483.3 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -437373.125000 Penalty: 807.255920
	Iteration 1F: 3 clusters Score -437373.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -437581.875000 Penalty: 807.255920
	Iteration 2F: 3 clusters Score -437581.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -437881.687500 Penalty: 807.255920
	Iteration 3F: 3 clusters Score -437881.7 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -438359.406250 Penalty: 807.255920
	Iteration 4F: 3 clusters Score -438359.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -438909.468750 Penalty: 807.255920
	Iteration 5F: 3 clusters Score -438909.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -439433.593750 Penalty: 807.255920
	Iteration 6F: 3 clusters Score -439433.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -439832.718750 Penalty: 807.255920
	Iteration 7F: 3 clusters Score -439832.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -440011.218750 Penalty: 807.255920
	Iteration 8Q: 3 clusters Score -440011.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -440078.500000 Penalty: 807.255920
	Iteration 9Q: 3 clusters Score -440078.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -440105.875000 Penalty: 807.255920
	Iteration 10Q: 3 clusters Score -440105.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -440127.968750 Penalty: 807.255920
	Iteration 11Q: 3 clusters Score -440128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -440141.406250 Penalty: 807.255920
	Iteration 12Q: 3 clusters Score -440141.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -440148.968750 Penalty: 807.255920
	Iteration 13Q: 3 clusters Score -440149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -440156.593750 Penalty: 807.255920
	Iteration 14Q: 3 clusters Score -440156.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -440166.000000 Penalty: 807.255920
	Iteration 15Q: 3 clusters Score -440166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -440173.250000 Penalty: 807.255920
	Iteration 16Q: 3 clusters Score -440173.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -440177.062500 Penalty: 807.255920
	Iteration 17Q: 3 clusters Score -440177.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -440180.000000 Penalty: 807.255920
	Iteration 18Q: 3 clusters Score -440180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -440185.281250 Penalty: 807.255920
	Iteration 19Q: 3 clusters Score -440185.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -440188.156250 Penalty: 807.255920
	Iteration 20F: 3 clusters Score -440188.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -440189.437500 Penalty: 807.255920
	Iteration 21Q: 3 clusters Score -440189.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -440189.625000 Penalty: 807.255920
	Iteration 22Q: 3 clusters Score -440189.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -440189.625000 Penalty: 807.255920
	Iteration 23F: 3 clusters Score -440189.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Entering Unmasked Estep 
Score: -1365533.875000 Penalty: 454.224030
	Iteration 0F: 2 clusters Score -1365534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1351000.875000 Penalty: 908.448059
	Iteration 0F: 3 clusters Score -1351001 nChanged 10379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1357177.375000 Penalty: 908.448059
	Iteration 1F: 3 clusters Score -1357177 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1357457.125000 Penalty: 908.448059
	Iteration 2Q: 3 clusters Score -1357457 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1357840.250000 Penalty: 908.448059
	Iteration 3Q: 3 clusters Score -1357840 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1358416.125000 Penalty: 908.448059
	Iteration 4F: 3 clusters Score -1358416 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1359331.000000 Penalty: 908.448059
	Iteration 5F: 3 clusters Score -1359331 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -1360627.750000 Penalty: 908.448059
	Iteration 6F: 3 clusters Score -1360628 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -1362122.625000 Penalty: 908.448059
	Iteration 7F: 3 clusters Score -1362123 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -1363411.750000 Penalty: 908.448059
	Iteration 8F: 3 clusters Score -1363412 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -1364367.250000 Penalty: 908.448059
	Iteration 9Q: 3 clusters Score -1364367 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -1364988.625000 Penalty: 908.448059
	Iteration 10Q: 3 clusters Score -1364989 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -1365277.375000 Penalty: 908.448059
	Iteration 11Q: 3 clusters Score -1365277 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -1365373.875000 Penalty: 908.448059
	Iteration 12Q: 3 clusters Score -1365374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -1365398.125000 Penalty: 908.448059
	Iteration 13Q: 3 clusters Score -1365398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -1365407.875000 Penalty: 908.448059
	Iteration 14Q: 3 clusters Score -1365408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -1365418.625000 Penalty: 908.448059
	Iteration 15Q: 3 clusters Score -1365419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -1365427.375000 Penalty: 908.448059
	Iteration 16Q: 3 clusters Score -1365427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -1365428.250000 Penalty: 908.448059
	Iteration 17Q: 3 clusters Score -1365428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -1365431.125000 Penalty: 908.448059
	Iteration 18Q: 3 clusters Score -1365431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -1365433.625000 Penalty: 908.448059
	Iteration 19Q: 3 clusters Score -1365434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -1365434.500000 Penalty: 908.448059
	Iteration 20F: 3 clusters Score -1365434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Entering Unmasked Estep 
Score: -3188049.750000 Penalty: 490.774933
	Iteration 0F: 2 clusters Score -3188050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -3156246.750000 Penalty: 981.549866
	Iteration 0F: 3 clusters Score -3156247 nChanged 23427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3171795.500000 Penalty: 981.549866
	Iteration 1F: 3 clusters Score -3171796 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3174153.000000 Penalty: 981.549866
	Iteration 2F: 3 clusters Score -3174153 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3177729.500000 Penalty: 981.549866
	Iteration 3F: 3 clusters Score -3177730 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -3181746.250000 Penalty: 981.549866
	Iteration 4F: 3 clusters Score -3181746 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -3184812.250000 Penalty: 981.549866
	Iteration 5F: 3 clusters Score -3184812 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -3186106.000000 Penalty: 981.549866
	Iteration 6F: 3 clusters Score -3186106 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -3186513.000000 Penalty: 981.549866
	Iteration 7Q: 3 clusters Score -3186513 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -3186729.250000 Penalty: 981.549866
	Iteration 8Q: 3 clusters Score -3186729 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -3186852.500000 Penalty: 981.549866
	Iteration 9Q: 3 clusters Score -3186852 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -3186944.000000 Penalty: 981.549866
	Iteration 10Q: 3 clusters Score -3186944 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -3187010.500000 Penalty: 981.549866
	Iteration 11Q: 3 clusters Score -3187010 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -3187062.750000 Penalty: 981.549866
	Iteration 12Q: 3 clusters Score -3187063 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3187108.750000 Penalty: 981.549866
	Iteration 13Q: 3 clusters Score -3187109 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3187150.000000 Penalty: 981.549866
	Iteration 14Q: 3 clusters Score -3187150 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -3187178.250000 Penalty: 981.549866
	Iteration 15Q: 3 clusters Score -3187178 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -3187217.750000 Penalty: 981.549866
	Iteration 16Q: 3 clusters Score -3187218 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -3187264.750000 Penalty: 981.549866
	Iteration 17Q: 3 clusters Score -3187265 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3187350.000000 Penalty: 981.549866
	Iteration 18Q: 3 clusters Score -3187350 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -3187441.250000 Penalty: 981.549866
	Iteration 19Q: 3 clusters Score -3187441 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -3187556.500000 Penalty: 981.549866
	Iteration 20F: 3 clusters Score -3187556 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -3187672.500000 Penalty: 981.549866
	Iteration 21Q: 3 clusters Score -3187672 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -3187844.000000 Penalty: 981.549866
	Iteration 22Q: 3 clusters Score -3187844 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -3187942.750000 Penalty: 981.549866
	Iteration 23Q: 3 clusters Score -3187943 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -3188046.000000 Penalty: 981.549866
	Iteration 24Q: 3 clusters Score -3188046 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3188113.750000 Penalty: 981.549866
	Iteration 25Q: 3 clusters Score -3188114 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -3188150.000000 Penalty: 981.549866
	Iteration 26Q: 3 clusters Score -3188150 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3188190.000000 Penalty: 981.549866
	Iteration 27Q: 3 clusters Score -3188190 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3188224.500000 Penalty: 981.549866
	Iteration 28Q: 3 clusters Score -3188224 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -3188235.250000 Penalty: 981.549866
	Iteration 29Q: 3 clusters Score -3188235 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -3188248.500000 Penalty: 981.549866
	Iteration 30Q: 3 clusters Score -3188248 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -3188258.750000 Penalty: 981.549866
	Iteration 31Q: 3 clusters Score -3188259 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3188269.750000 Penalty: 981.549866
	Iteration 32Q: 3 clusters Score -3188270 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -3188284.000000 Penalty: 981.549866
	Iteration 33Q: 3 clusters Score -3188284 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -3188279.000000 Penalty: 981.549866
	Iteration 34Q: 3 clusters Score -3188279 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -3188282.500000 Penalty: 981.549866
	Iteration 35Q: 3 clusters Score -3188282 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -3188289.750000 Penalty: 981.549866
	Iteration 36Q: 3 clusters Score -3188290 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -3188299.750000 Penalty: 981.549866
	Iteration 37Q: 3 clusters Score -3188300 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -3188306.500000 Penalty: 981.549866
	Iteration 38Q: 3 clusters Score -3188306 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -3188311.750000 Penalty: 981.549866
	Iteration 39Q: 3 clusters Score -3188312 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -3188317.000000 Penalty: 981.549866
	Iteration 40F: 3 clusters Score -3188317 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -3188322.500000 Penalty: 981.549866
	Iteration 41Q: 3 clusters Score -3188322 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -3188317.500000 Penalty: 981.549866
	Iteration 42Q: 3 clusters Score -3188318 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -3188310.500000 Penalty: 981.549866
	Iteration 43Q: 3 clusters Score -3188310 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -3188313.000000 Penalty: 981.549866
	Iteration 44Q: 3 clusters Score -3188313 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -3188317.750000 Penalty: 981.549866
	Iteration 45Q: 3 clusters Score -3188318 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3188328.750000 Penalty: 981.549866
	Iteration 46Q: 3 clusters Score -3188329 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -3188335.000000 Penalty: 981.549866
	Iteration 47Q: 3 clusters Score -3188335 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3188328.250000 Penalty: 981.549866
	Iteration 48Q: 3 clusters Score -3188328 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -3188331.000000 Penalty: 981.549866
	Iteration 49Q: 3 clusters Score -3188331 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -3188334.500000 Penalty: 981.549866
	Iteration 50Q: 3 clusters Score -3188334 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3188335.000000 Penalty: 981.549866
	Iteration 51Q: 3 clusters Score -3188335 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -3188331.500000 Penalty: 981.549866
	Iteration 52Q: 3 clusters Score -3188332 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -3188330.000000 Penalty: 981.549866
	Iteration 53Q: 3 clusters Score -3188330 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -3188338.250000 Penalty: 981.549866
	Iteration 54Q: 3 clusters Score -3188338 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3188332.750000 Penalty: 981.549866
	Iteration 55Q: 3 clusters Score -3188333 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -3188342.750000 Penalty: 981.549866
	Iteration 56Q: 3 clusters Score -3188343 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -3188347.250000 Penalty: 981.549866
	Iteration 57Q: 3 clusters Score -3188347 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -3188354.250000 Penalty: 981.549866
	Iteration 58Q: 3 clusters Score -3188354 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -3188363.000000 Penalty: 981.549866
	Iteration 59Q: 3 clusters Score -3188363 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3188367.750000 Penalty: 981.549866
	Iteration 60F: 3 clusters Score -3188368 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3188373.000000 Penalty: 981.549866
	Iteration 61Q: 3 clusters Score -3188373 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3188369.500000 Penalty: 981.549866
	Iteration 62Q: 3 clusters Score -3188370 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3188376.750000 Penalty: 981.549866
	Iteration 63Q: 3 clusters Score -3188377 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3188391.000000 Penalty: 981.549866
	Iteration 64Q: 3 clusters Score -3188391 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3188402.500000 Penalty: 981.549866
	Iteration 65Q: 3 clusters Score -3188402 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3188412.250000 Penalty: 981.549866
	Iteration 66Q: 3 clusters Score -3188412 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3188421.000000 Penalty: 981.549866
	Iteration 67Q: 3 clusters Score -3188421 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -3188413.750000 Penalty: 981.549866
	Iteration 68Q: 3 clusters Score -3188414 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -3188417.750000 Penalty: 981.549866
	Iteration 69Q: 3 clusters Score -3188418 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -3188426.500000 Penalty: 981.549866
	Iteration 70Q: 3 clusters Score -3188426 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3188451.000000 Penalty: 981.549866
	Iteration 71Q: 3 clusters Score -3188451 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3188471.250000 Penalty: 981.549866
	Iteration 72Q: 3 clusters Score -3188471 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3188468.750000 Penalty: 981.549866
	Iteration 73Q: 3 clusters Score -3188469 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -3188468.500000 Penalty: 981.549866
	Iteration 74Q: 3 clusters Score -3188468 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3188474.000000 Penalty: 981.549866
	Iteration 75Q: 3 clusters Score -3188474 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3188470.000000 Penalty: 981.549866
	Iteration 76Q: 3 clusters Score -3188470 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -3188468.500000 Penalty: 981.549866
	Iteration 77Q: 3 clusters Score -3188468 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3188481.750000 Penalty: 981.549866
	Iteration 78Q: 3 clusters Score -3188482 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -3188494.500000 Penalty: 981.549866
	Iteration 79Q: 3 clusters Score -3188494 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3188500.250000 Penalty: 981.549866
	Iteration 80F: 3 clusters Score -3188500 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3188512.500000 Penalty: 981.549866
	Iteration 81Q: 3 clusters Score -3188512 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3188524.500000 Penalty: 981.549866
	Iteration 82Q: 3 clusters Score -3188524 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -3188533.500000 Penalty: 981.549866
	Iteration 83Q: 3 clusters Score -3188534 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -3188545.250000 Penalty: 981.549866
	Iteration 84Q: 3 clusters Score -3188545 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -3188564.500000 Penalty: 981.549866
	Iteration 85Q: 3 clusters Score -3188564 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3188555.500000 Penalty: 981.549866
	Iteration 86Q: 3 clusters Score -3188556 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -3188559.750000 Penalty: 981.549866
	Iteration 87Q: 3 clusters Score -3188560 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -3188559.250000 Penalty: 981.549866
	Iteration 88Q: 3 clusters Score -3188559 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -3188561.000000 Penalty: 981.549866
	Iteration 89Q: 3 clusters Score -3188561 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -3188567.000000 Penalty: 981.549866
	Iteration 90Q: 3 clusters Score -3188567 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3188569.500000 Penalty: 981.549866
	Iteration 91Q: 3 clusters Score -3188570 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -3188576.500000 Penalty: 981.549866
	Iteration 92Q: 3 clusters Score -3188576 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -3188572.250000 Penalty: 981.549866
	Iteration 93Q: 3 clusters Score -3188572 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3188580.750000 Penalty: 981.549866
	Iteration 94Q: 3 clusters Score -3188581 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -3188589.250000 Penalty: 981.549866
	Iteration 95Q: 3 clusters Score -3188589 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -3188588.750000 Penalty: 981.549866
	Iteration 96Q: 3 clusters Score -3188589 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -3188596.750000 Penalty: 981.549866
	Iteration 97Q: 3 clusters Score -3188597 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -3188606.750000 Penalty: 981.549866
	Iteration 98Q: 3 clusters Score -3188607 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -3188617.750000 Penalty: 981.549866
	Iteration 99Q: 3 clusters Score -3188618 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -3188632.000000 Penalty: 981.549866
	Iteration 100F: 3 clusters Score -3188632 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3188659.000000 Penalty: 981.549866
	Iteration 101Q: 3 clusters Score -3188659 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -3188663.000000 Penalty: 981.549866
	Iteration 102Q: 3 clusters Score -3188663 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3188679.750000 Penalty: 981.549866
	Iteration 103Q: 3 clusters Score -3188680 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -3188701.750000 Penalty: 981.549866
	Iteration 104Q: 3 clusters Score -3188702 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -3188714.750000 Penalty: 981.549866
	Iteration 105Q: 3 clusters Score -3188715 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -3188704.750000 Penalty: 981.549866
	Iteration 106Q: 3 clusters Score -3188705 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -3188719.750000 Penalty: 981.549866
	Iteration 107Q: 3 clusters Score -3188720 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3188723.250000 Penalty: 981.549866
	Iteration 108Q: 3 clusters Score -3188723 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -3188749.000000 Penalty: 981.549866
	Iteration 109Q: 3 clusters Score -3188749 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -3188740.500000 Penalty: 981.549866
	Iteration 110Q: 3 clusters Score -3188740 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3188758.750000 Penalty: 981.549866
	Iteration 111Q: 3 clusters Score -3188759 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3188744.500000 Penalty: 981.549866
	Iteration 112Q: 3 clusters Score -3188744 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -3188758.500000 Penalty: 981.549866
	Iteration 113Q: 3 clusters Score -3188758 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -3188766.000000 Penalty: 981.549866
	Iteration 114Q: 3 clusters Score -3188766 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -3188747.250000 Penalty: 981.549866
	Iteration 115Q: 3 clusters Score -3188747 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -3188733.500000 Penalty: 981.549866
	Iteration 116Q: 3 clusters Score -3188734 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -3188759.500000 Penalty: 981.549866
	Iteration 117Q: 3 clusters Score -3188760 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -3188734.000000 Penalty: 981.549866
	Iteration 118Q: 3 clusters Score -3188734 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3188729.750000 Penalty: 981.549866
	Iteration 119Q: 3 clusters Score -3188730 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3188724.000000 Penalty: 981.549866
	Iteration 120F: 3 clusters Score -3188724 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -3188739.500000 Penalty: 981.549866
	Iteration 121Q: 3 clusters Score -3188740 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3188746.000000 Penalty: 981.549866
	Iteration 122Q: 3 clusters Score -3188746 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -3188739.250000 Penalty: 981.549866
	Iteration 123Q: 3 clusters Score -3188739 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -3188737.750000 Penalty: 981.549866
	Iteration 124Q: 3 clusters Score -3188738 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -3188727.500000 Penalty: 981.549866
	Iteration 125Q: 3 clusters Score -3188728 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3188724.500000 Penalty: 981.549866
	Iteration 126Q: 3 clusters Score -3188724 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3188729.500000 Penalty: 981.549866
	Iteration 127Q: 3 clusters Score -3188730 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3188716.000000 Penalty: 981.549866
	Iteration 128Q: 3 clusters Score -3188716 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3188698.250000 Penalty: 981.549866
	Iteration 129Q: 3 clusters Score -3188698 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3188685.750000 Penalty: 981.549866
	Iteration 130Q: 3 clusters Score -3188686 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -3188676.750000 Penalty: 981.549866
	Iteration 131Q: 3 clusters Score -3188677 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3188679.750000 Penalty: 981.549866
	Iteration 132Q: 3 clusters Score -3188680 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3188658.250000 Penalty: 981.549866
	Iteration 133Q: 3 clusters Score -3188658 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3188640.250000 Penalty: 981.549866
	Iteration 134Q: 3 clusters Score -3188640 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3188628.750000 Penalty: 981.549866
	Iteration 135Q: 3 clusters Score -3188629 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3188628.750000 Penalty: 981.549866
	Iteration 136Q: 3 clusters Score -3188629 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3188598.500000 Penalty: 981.549866
	Iteration 137Q: 3 clusters Score -3188598 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3188580.500000 Penalty: 981.549866
	Iteration 138Q: 3 clusters Score -3188580 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3188557.750000 Penalty: 981.549866
	Iteration 139Q: 3 clusters Score -3188558 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3188549.750000 Penalty: 981.549866
	Iteration 140F: 3 clusters Score -3188550 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3188534.250000 Penalty: 981.549866
	Iteration 141Q: 3 clusters Score -3188534 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3188519.000000 Penalty: 981.549866
	Iteration 142Q: 3 clusters Score -3188519 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3188500.250000 Penalty: 981.549866
	Iteration 143Q: 3 clusters Score -3188500 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3188496.250000 Penalty: 981.549866
	Iteration 144Q: 3 clusters Score -3188496 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3188481.250000 Penalty: 981.549866
	Iteration 145Q: 3 clusters Score -3188481 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3188473.750000 Penalty: 981.549866
	Iteration 146Q: 3 clusters Score -3188474 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3188458.500000 Penalty: 981.549866
	Iteration 147Q: 3 clusters Score -3188458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3188450.750000 Penalty: 981.549866
	Iteration 148Q: 3 clusters Score -3188451 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3188427.500000 Penalty: 981.549866
	Iteration 149Q: 3 clusters Score -3188428 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3188405.000000 Penalty: 981.549866
	Iteration 150Q: 3 clusters Score -3188405 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3188399.000000 Penalty: 981.549866
	Iteration 151Q: 3 clusters Score -3188399 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3188388.500000 Penalty: 981.549866
	Iteration 152Q: 3 clusters Score -3188388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3188371.750000 Penalty: 981.549866
	Iteration 153Q: 3 clusters Score -3188372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3188359.250000 Penalty: 981.549866
	Iteration 154Q: 3 clusters Score -3188359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3188361.750000 Penalty: 981.549866
	Iteration 155Q: 3 clusters Score -3188362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3188359.000000 Penalty: 981.549866
	Iteration 156Q: 3 clusters Score -3188359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3188361.500000 Penalty: 981.549866
	Iteration 157Q: 3 clusters Score -3188362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3188354.000000 Penalty: 981.549866
	Iteration 158Q: 3 clusters Score -3188354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3188343.000000 Penalty: 981.549866
	Iteration 159Q: 3 clusters Score -3188343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3188342.750000 Penalty: 981.549866
	Iteration 160F: 3 clusters Score -3188343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3188338.250000 Penalty: 981.549866
	Iteration 161Q: 3 clusters Score -3188338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3188332.250000 Penalty: 981.549866
	Iteration 162Q: 3 clusters Score -3188332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3188333.250000 Penalty: 981.549866
	Iteration 163Q: 3 clusters Score -3188333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3188331.000000 Penalty: 981.549866
	Iteration 164Q: 3 clusters Score -3188331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3188329.750000 Penalty: 981.549866
	Iteration 165Q: 3 clusters Score -3188330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3188327.250000 Penalty: 981.549866
	Iteration 166Q: 3 clusters Score -3188327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3188325.500000 Penalty: 981.549866
	Iteration 167Q: 3 clusters Score -3188326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3188326.750000 Penalty: 981.549866
	Iteration 168Q: 3 clusters Score -3188327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3188327.250000 Penalty: 981.549866
	Iteration 169Q: 3 clusters Score -3188327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3188324.250000 Penalty: 981.549866
	Iteration 170Q: 3 clusters Score -3188324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3188316.250000 Penalty: 981.549866
	Iteration 171Q: 3 clusters Score -3188316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3188318.500000 Penalty: 981.549866
	Iteration 172Q: 3 clusters Score -3188318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3188313.250000 Penalty: 981.549866
	Iteration 173Q: 3 clusters Score -3188313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3188312.750000 Penalty: 981.549866
	Iteration 174Q: 3 clusters Score -3188313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3188314.250000 Penalty: 981.549866
	Iteration 175Q: 3 clusters Score -3188314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3188314.250000 Penalty: 981.549866
	Iteration 176F: 3 clusters Score -3188314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 59865 members 
Mstep: Class 3 contains 3455 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 21654 members 
Mstep: Class 6 contains 47202 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 3351 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50576 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 18545 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 81986 members 
Mstep: Class 16 contains 4706 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 5989 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 69504 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 33882 members 
Mstep: Class 24 contains 4644 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 69384 members 
Mstep: Class 28 contains 39128 members 
Mstep: Class 29 contains 4555 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11187 members 
Mstep: Class 32 contains 34735 members 
Mstep: Class 33 contains 1150 members 
Entering Unmasked Estep 
Score: -35847160.000000 Penalty: 19926.087891
Splitting cluster 6 changes total score from -35848740.000000 to -35847160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Entering Unmasked Estep 
Score: -109490.687500 Penalty: 338.925690
	Iteration 0F: 2 clusters Score -109490.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -108216.781250 Penalty: 677.851379
	Iteration 0F: 3 clusters Score -108216.8 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -108612.109375 Penalty: 677.851379
	Iteration 1F: 3 clusters Score -108612.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -108689.429688 Penalty: 677.851379
	Iteration 2F: 3 clusters Score -108689.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -108734.960938 Penalty: 677.851379
	Iteration 3F: 3 clusters Score -108735 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -108769.601562 Penalty: 677.851379
	Iteration 4Q: 3 clusters Score -108769.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -108794.421875 Penalty: 677.851379
	Iteration 5Q: 3 clusters Score -108794.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -108839.984375 Penalty: 677.851379
	Iteration 6Q: 3 clusters Score -108840 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -108890.125000 Penalty: 677.851379
	Iteration 7Q: 3 clusters Score -108890.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -108950.851562 Penalty: 677.851379
	Iteration 8Q: 3 clusters Score -108950.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -109019.015625 Penalty: 677.851379
	Iteration 9Q: 3 clusters Score -109019 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -109077.226562 Penalty: 677.851379
	Iteration 10Q: 3 clusters Score -109077.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -109109.734375 Penalty: 677.851379
	Iteration 11Q: 3 clusters Score -109109.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -109126.914062 Penalty: 677.851379
	Iteration 12Q: 3 clusters Score -109126.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -109136.554688 Penalty: 677.851379
	Iteration 13Q: 3 clusters Score -109136.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -109140.234375 Penalty: 677.851379
	Iteration 14Q: 3 clusters Score -109140.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -109142.320312 Penalty: 677.851379
	Iteration 15Q: 3 clusters Score -109142.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -109142.718750 Penalty: 677.851379
	Iteration 16Q: 3 clusters Score -109142.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -109143.406250 Penalty: 677.851379
	Iteration 17Q: 3 clusters Score -109143.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -109143.828125 Penalty: 677.851379
	Iteration 18Q: 3 clusters Score -109143.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -109143.992188 Penalty: 677.851379
	Iteration 19Q: 3 clusters Score -109144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -109143.992188 Penalty: 677.851379
	Iteration 20F: 3 clusters Score -109144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Entering Unmasked Estep 
Score: -213049.156250 Penalty: 369.324127
	Iteration 0F: 2 clusters Score -213049.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -210781.984375 Penalty: 738.648254
	Iteration 0F: 3 clusters Score -210782 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -211749.968750 Penalty: 738.648254
	Iteration 1F: 3 clusters Score -211750 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -212148.093750 Penalty: 738.648254
	Iteration 2F: 3 clusters Score -212148.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -212468.890625 Penalty: 738.648254
	Iteration 3F: 3 clusters Score -212468.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -212719.078125 Penalty: 738.648254
	Iteration 4F: 3 clusters Score -212719.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -212889.359375 Penalty: 738.648254
	Iteration 5F: 3 clusters Score -212889.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -212991.203125 Penalty: 738.648254
	Iteration 6Q: 3 clusters Score -212991.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -213044.062500 Penalty: 738.648254
	Iteration 7Q: 3 clusters Score -213044.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -213074.343750 Penalty: 738.648254
	Iteration 8Q: 3 clusters Score -213074.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -213092.375000 Penalty: 738.648254
	Iteration 9Q: 3 clusters Score -213092.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -213106.890625 Penalty: 738.648254
	Iteration 10Q: 3 clusters Score -213106.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -213113.703125 Penalty: 738.648254
	Iteration 11Q: 3 clusters Score -213113.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -213116.109375 Penalty: 738.648254
	Iteration 12Q: 3 clusters Score -213116.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -213117.187500 Penalty: 738.648254
	Iteration 13Q: 3 clusters Score -213117.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -213117.359375 Penalty: 738.648254
	Iteration 14Q: 3 clusters Score -213117.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -213117.859375 Penalty: 738.648254
	Iteration 15Q: 3 clusters Score -213117.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -213118.062500 Penalty: 738.648254
	Iteration 16Q: 3 clusters Score -213118.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -213119.125000 Penalty: 738.648254
	Iteration 17Q: 3 clusters Score -213119.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -213119.875000 Penalty: 738.648254
	Iteration 18Q: 3 clusters Score -213119.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -213120.109375 Penalty: 738.648254
	Iteration 19Q: 3 clusters Score -213120.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -213120.359375 Penalty: 738.648254
	Iteration 20F: 3 clusters Score -213120.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -213120.328125 Penalty: 738.648254
	Iteration 21Q: 3 clusters Score -213120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -213120.781250 Penalty: 738.648254
	Iteration 22Q: 3 clusters Score -213120.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -213120.593750 Penalty: 738.648254
	Iteration 23Q: 3 clusters Score -213120.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -213120.593750 Penalty: 738.648254
	Iteration 24F: 3 clusters Score -213120.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 59865 members 
Mstep: Class 3 contains 3455 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 21654 members 
Mstep: Class 6 contains 48352 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 2407 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50576 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 18545 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 81986 members 
Mstep: Class 16 contains 4706 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 5989 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 69504 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 33882 members 
Mstep: Class 24 contains 4644 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 69384 members 
Mstep: Class 28 contains 39128 members 
Mstep: Class 29 contains 4555 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11187 members 
Mstep: Class 32 contains 34735 members 
Mstep: Class 33 contains 944 members 
Entering Unmasked Estep 
Score: -35847020.000000 Penalty: 19926.087891
Splitting cluster 8 changes total score from -35848740.000000 to -35847020.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -13538.656250 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -13538.66 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 123 members 
Entering Unmasked Estep 
Score: -13230.124023 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -13230.12 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13343.064453 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -13343.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13425.169922 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -13425.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13478.753906 Penalty: 506.719360
	Iteration 3F: 3 clusters Score -13478.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13504.057617 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -13504.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13514.002930 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -13514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13527.904297 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -13527.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13531.239258 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -13531.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13533.221680 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -13533.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13533.221680 Penalty: 506.719360
	Iteration 9F: 3 clusters Score -13533.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Entering Unmasked Estep 
Score: -3053128.500000 Penalty: 492.821045
	Iteration 0F: 2 clusters Score -3053128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3019125.750000 Penalty: 985.642090
	Iteration 0F: 3 clusters Score -3019126 nChanged 24507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -3033773.000000 Penalty: 985.642090
	Iteration 1F: 3 clusters Score -3033773 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -3034497.500000 Penalty: 985.642090
	Iteration 2Q: 3 clusters Score -3034498 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -3035548.250000 Penalty: 985.642090
	Iteration 3Q: 3 clusters Score -3035548 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -3037223.750000 Penalty: 985.642090
	Iteration 4F: 3 clusters Score -3037224 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -3039572.750000 Penalty: 985.642090
	Iteration 5F: 3 clusters Score -3039573 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -3042089.000000 Penalty: 985.642090
	Iteration 6F: 3 clusters Score -3042089 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -3043856.500000 Penalty: 985.642090
	Iteration 7F: 3 clusters Score -3043856 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -3044751.500000 Penalty: 985.642090
	Iteration 8Q: 3 clusters Score -3044752 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -3045167.750000 Penalty: 985.642090
	Iteration 9Q: 3 clusters Score -3045168 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -3045559.250000 Penalty: 985.642090
	Iteration 10Q: 3 clusters Score -3045559 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -3045927.500000 Penalty: 985.642090
	Iteration 11Q: 3 clusters Score -3045928 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -3046320.000000 Penalty: 985.642090
	Iteration 12Q: 3 clusters Score -3046320 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -3046774.000000 Penalty: 985.642090
	Iteration 13Q: 3 clusters Score -3046774 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -3047228.750000 Penalty: 985.642090
	Iteration 14Q: 3 clusters Score -3047229 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -3047805.750000 Penalty: 985.642090
	Iteration 15Q: 3 clusters Score -3047806 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -3048396.000000 Penalty: 985.642090
	Iteration 16Q: 3 clusters Score -3048396 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -3049072.750000 Penalty: 985.642090
	Iteration 17Q: 3 clusters Score -3049073 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -3049735.000000 Penalty: 985.642090
	Iteration 18Q: 3 clusters Score -3049735 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -3050433.250000 Penalty: 985.642090
	Iteration 19Q: 3 clusters Score -3050433 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -3051075.750000 Penalty: 985.642090
	Iteration 20F: 3 clusters Score -3051076 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -3051543.750000 Penalty: 985.642090
	Iteration 21Q: 3 clusters Score -3051544 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -3051950.000000 Penalty: 985.642090
	Iteration 22Q: 3 clusters Score -3051950 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -3052298.000000 Penalty: 985.642090
	Iteration 23Q: 3 clusters Score -3052298 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -3052508.750000 Penalty: 985.642090
	Iteration 24Q: 3 clusters Score -3052509 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -3052609.750000 Penalty: 985.642090
	Iteration 25Q: 3 clusters Score -3052610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -3052647.500000 Penalty: 985.642090
	Iteration 26Q: 3 clusters Score -3052648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -3052673.500000 Penalty: 985.642090
	Iteration 27Q: 3 clusters Score -3052674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -3052684.750000 Penalty: 985.642090
	Iteration 28Q: 3 clusters Score -3052685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -3052695.500000 Penalty: 985.642090
	Iteration 29Q: 3 clusters Score -3052696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -3052695.000000 Penalty: 985.642090
	Iteration 30Q: 3 clusters Score -3052695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -3052694.000000 Penalty: 985.642090
	Iteration 31Q: 3 clusters Score -3052694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -3052694.000000 Penalty: 985.642090
	Iteration 32Q: 3 clusters Score -3052694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -3052694.000000 Penalty: 985.642090
	Iteration 33F: 3 clusters Score -3052694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -42033.933594 Penalty: 302.705261
	Iteration 0F: 2 clusters Score -42033.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -41365.988281 Penalty: 605.410522
	Iteration 0F: 3 clusters Score -41365.99 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -41601.367188 Penalty: 605.410522
	Iteration 1F: 3 clusters Score -41601.37 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -41654.765625 Penalty: 605.410522
	Iteration 2F: 3 clusters Score -41654.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -41689.300781 Penalty: 605.410522
	Iteration 3F: 3 clusters Score -41689.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -41715.593750 Penalty: 605.410522
	Iteration 4Q: 3 clusters Score -41715.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -41729.914062 Penalty: 605.410522
	Iteration 5Q: 3 clusters Score -41729.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -41744.062500 Penalty: 605.410522
	Iteration 6Q: 3 clusters Score -41744.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -41751.089844 Penalty: 605.410522
	Iteration 7Q: 3 clusters Score -41751.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -41758.472656 Penalty: 605.410522
	Iteration 8Q: 3 clusters Score -41758.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -41762.164062 Penalty: 605.410522
	Iteration 9Q: 3 clusters Score -41762.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -41763.859375 Penalty: 605.410522
	Iteration 10Q: 3 clusters Score -41763.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -41764.972656 Penalty: 605.410522
	Iteration 11Q: 3 clusters Score -41764.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -41766.890625 Penalty: 605.410522
	Iteration 12Q: 3 clusters Score -41766.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -41774.007812 Penalty: 605.410522
	Iteration 13Q: 3 clusters Score -41774.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -41782.503906 Penalty: 605.410522
	Iteration 14Q: 3 clusters Score -41782.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -41785.511719 Penalty: 605.410522
	Iteration 15Q: 3 clusters Score -41785.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -41788.527344 Penalty: 605.410522
	Iteration 16Q: 3 clusters Score -41788.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -41789.246094 Penalty: 605.410522
	Iteration 17Q: 3 clusters Score -41789.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -41789.761719 Penalty: 605.410522
	Iteration 18Q: 3 clusters Score -41789.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -41790.425781 Penalty: 605.410522
	Iteration 19Q: 3 clusters Score -41790.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -41790.539062 Penalty: 605.410522
	Iteration 20F: 3 clusters Score -41790.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Entering Unmasked Estep 
Score: -80023.468750 Penalty: 327.038422
	Iteration 0F: 2 clusters Score -80023.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -78992.710938 Penalty: 654.076843
	Iteration 0F: 3 clusters Score -78992.71 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -79385.625000 Penalty: 654.076843
	Iteration 1F: 3 clusters Score -79385.62 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -79487.773438 Penalty: 654.076843
	Iteration 2F: 3 clusters Score -79487.77 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -79561.968750 Penalty: 654.076843
	Iteration 3F: 3 clusters Score -79561.97 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -79628.117188 Penalty: 654.076843
	Iteration 4F: 3 clusters Score -79628.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -79676.695312 Penalty: 654.076843
	Iteration 5Q: 3 clusters Score -79676.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -79716.875000 Penalty: 654.076843
	Iteration 6Q: 3 clusters Score -79716.88 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -79760.265625 Penalty: 654.076843
	Iteration 7Q: 3 clusters Score -79760.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -79808.773438 Penalty: 654.076843
	Iteration 8Q: 3 clusters Score -79808.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -79838.414062 Penalty: 654.076843
	Iteration 9Q: 3 clusters Score -79838.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -79860.640625 Penalty: 654.076843
	Iteration 10Q: 3 clusters Score -79860.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -79873.250000 Penalty: 654.076843
	Iteration 11Q: 3 clusters Score -79873.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -79883.523438 Penalty: 654.076843
	Iteration 12Q: 3 clusters Score -79883.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -79888.835938 Penalty: 654.076843
	Iteration 13Q: 3 clusters Score -79888.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -79890.734375 Penalty: 654.076843
	Iteration 14Q: 3 clusters Score -79890.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -79893.281250 Penalty: 654.076843
	Iteration 15Q: 3 clusters Score -79893.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -79894.281250 Penalty: 654.076843
	Iteration 16Q: 3 clusters Score -79894.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -79894.867188 Penalty: 654.076843
	Iteration 17Q: 3 clusters Score -79894.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -79895.031250 Penalty: 654.076843
	Iteration 18Q: 3 clusters Score -79895.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -79895.585938 Penalty: 654.076843
	Iteration 19Q: 3 clusters Score -79895.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -79895.671875 Penalty: 654.076843
	Iteration 20F: 3 clusters Score -79895.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Entering Unmasked Estep 
Score: -1154919.500000 Penalty: 447.171967
	Iteration 0F: 2 clusters Score -1154920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1142588.875000 Penalty: 894.343933
	Iteration 0F: 3 clusters Score -1142589 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1147985.875000 Penalty: 894.343933
	Iteration 1F: 3 clusters Score -1147986 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1148394.375000 Penalty: 894.343933
	Iteration 2Q: 3 clusters Score -1148394 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1148876.125000 Penalty: 894.343933
	Iteration 3F: 3 clusters Score -1148876 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1149360.000000 Penalty: 894.343933
	Iteration 4F: 3 clusters Score -1149360 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1149874.250000 Penalty: 894.343933
	Iteration 5Q: 3 clusters Score -1149874 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1150456.000000 Penalty: 894.343933
	Iteration 6F: 3 clusters Score -1150456 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1151111.750000 Penalty: 894.343933
	Iteration 7F: 3 clusters Score -1151112 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1151804.000000 Penalty: 894.343933
	Iteration 8F: 3 clusters Score -1151804 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1152424.000000 Penalty: 894.343933
	Iteration 9Q: 3 clusters Score -1152424 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1152966.375000 Penalty: 894.343933
	Iteration 10Q: 3 clusters Score -1152966 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1153374.875000 Penalty: 894.343933
	Iteration 11Q: 3 clusters Score -1153375 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1153683.625000 Penalty: 894.343933
	Iteration 12Q: 3 clusters Score -1153684 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -1153886.625000 Penalty: 894.343933
	Iteration 13Q: 3 clusters Score -1153887 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -1154020.875000 Penalty: 894.343933
	Iteration 14Q: 3 clusters Score -1154021 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1154109.875000 Penalty: 894.343933
	Iteration 15Q: 3 clusters Score -1154110 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -1154169.875000 Penalty: 894.343933
	Iteration 16Q: 3 clusters Score -1154170 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -1154207.250000 Penalty: 894.343933
	Iteration 17Q: 3 clusters Score -1154207 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -1154238.250000 Penalty: 894.343933
	Iteration 18Q: 3 clusters Score -1154238 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -1154271.250000 Penalty: 894.343933
	Iteration 19Q: 3 clusters Score -1154271 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -1154299.375000 Penalty: 894.343933
	Iteration 20F: 3 clusters Score -1154299 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -1154329.875000 Penalty: 894.343933
	Iteration 21Q: 3 clusters Score -1154330 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1154353.375000 Penalty: 894.343933
	Iteration 22Q: 3 clusters Score -1154353 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1154379.625000 Penalty: 894.343933
	Iteration 23Q: 3 clusters Score -1154380 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -1154405.125000 Penalty: 894.343933
	Iteration 24Q: 3 clusters Score -1154405 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -1154426.375000 Penalty: 894.343933
	Iteration 25Q: 3 clusters Score -1154426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -1154442.375000 Penalty: 894.343933
	Iteration 26Q: 3 clusters Score -1154442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -1154454.750000 Penalty: 894.343933
	Iteration 27Q: 3 clusters Score -1154455 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1154468.375000 Penalty: 894.343933
	Iteration 28Q: 3 clusters Score -1154468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -1154478.750000 Penalty: 894.343933
	Iteration 29Q: 3 clusters Score -1154479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -1154487.625000 Penalty: 894.343933
	Iteration 30Q: 3 clusters Score -1154488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1154494.625000 Penalty: 894.343933
	Iteration 31Q: 3 clusters Score -1154495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -1154497.500000 Penalty: 894.343933
	Iteration 32Q: 3 clusters Score -1154498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -1154500.125000 Penalty: 894.343933
	Iteration 33Q: 3 clusters Score -1154500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -1154501.625000 Penalty: 894.343933
	Iteration 34Q: 3 clusters Score -1154502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1154500.875000 Penalty: 894.343933
	Iteration 35Q: 3 clusters Score -1154501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -1154501.000000 Penalty: 894.343933
	Iteration 36Q: 3 clusters Score -1154501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -1154502.875000 Penalty: 894.343933
	Iteration 37Q: 3 clusters Score -1154503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -1154504.750000 Penalty: 894.343933
	Iteration 38Q: 3 clusters Score -1154505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1154505.875000 Penalty: 894.343933
	Iteration 39Q: 3 clusters Score -1154506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -1154510.750000 Penalty: 894.343933
	Iteration 40F: 3 clusters Score -1154511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -1154513.250000 Penalty: 894.343933
	Iteration 41Q: 3 clusters Score -1154513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -1154516.000000 Penalty: 894.343933
	Iteration 42Q: 3 clusters Score -1154516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -1154519.375000 Penalty: 894.343933
	Iteration 43Q: 3 clusters Score -1154519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -1154521.000000 Penalty: 894.343933
	Iteration 44Q: 3 clusters Score -1154521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -1154525.875000 Penalty: 894.343933
	Iteration 45Q: 3 clusters Score -1154526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -1154529.500000 Penalty: 894.343933
	Iteration 46Q: 3 clusters Score -1154530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -1154531.500000 Penalty: 894.343933
	Iteration 47Q: 3 clusters Score -1154532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -1154534.250000 Penalty: 894.343933
	Iteration 48Q: 3 clusters Score -1154534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -1154535.875000 Penalty: 894.343933
	Iteration 49Q: 3 clusters Score -1154536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -1154535.375000 Penalty: 894.343933
	Iteration 50Q: 3 clusters Score -1154535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -1154536.250000 Penalty: 894.343933
	Iteration 51Q: 3 clusters Score -1154536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -1154537.500000 Penalty: 894.343933
	Iteration 52Q: 3 clusters Score -1154538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1154539.000000 Penalty: 894.343933
	Iteration 53Q: 3 clusters Score -1154539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -1154539.750000 Penalty: 894.343933
	Iteration 54Q: 3 clusters Score -1154540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -1154540.750000 Penalty: 894.343933
	Iteration 55Q: 3 clusters Score -1154541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1154541.000000 Penalty: 894.343933
	Iteration 56Q: 3 clusters Score -1154541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -1154540.125000 Penalty: 894.343933
	Iteration 57Q: 3 clusters Score -1154540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -1154540.000000 Penalty: 894.343933
	Iteration 58Q: 3 clusters Score -1154540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -1154540.000000 Penalty: 894.343933
	Iteration 59F: 3 clusters Score -1154540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -48202.421875 Penalty: 306.369781
	Iteration 0F: 2 clusters Score -48202.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -47504.269531 Penalty: 612.739563
	Iteration 0F: 3 clusters Score -47504.27 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -47680.464844 Penalty: 612.739563
	Iteration 1F: 3 clusters Score -47680.46 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -47732.546875 Penalty: 612.739563
	Iteration 2F: 3 clusters Score -47732.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -47759.289062 Penalty: 612.739563
	Iteration 3F: 3 clusters Score -47759.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -47777.246094 Penalty: 612.739563
	Iteration 4Q: 3 clusters Score -47777.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -47792.437500 Penalty: 612.739563
	Iteration 5Q: 3 clusters Score -47792.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -47804.316406 Penalty: 612.739563
	Iteration 6Q: 3 clusters Score -47804.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -47814.054688 Penalty: 612.739563
	Iteration 7Q: 3 clusters Score -47814.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -47826.089844 Penalty: 612.739563
	Iteration 8Q: 3 clusters Score -47826.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -47834.183594 Penalty: 612.739563
	Iteration 9Q: 3 clusters Score -47834.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -47839.996094 Penalty: 612.739563
	Iteration 10Q: 3 clusters Score -47840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -47845.410156 Penalty: 612.739563
	Iteration 11Q: 3 clusters Score -47845.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -47853.394531 Penalty: 612.739563
	Iteration 12Q: 3 clusters Score -47853.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -47855.363281 Penalty: 612.739563
	Iteration 13Q: 3 clusters Score -47855.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -47856.074219 Penalty: 612.739563
	Iteration 14Q: 3 clusters Score -47856.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -47856.820312 Penalty: 612.739563
	Iteration 15Q: 3 clusters Score -47856.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -47857.750000 Penalty: 612.739563
	Iteration 16Q: 3 clusters Score -47857.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -47859.523438 Penalty: 612.739563
	Iteration 17Q: 3 clusters Score -47859.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -47862.207031 Penalty: 612.739563
	Iteration 18Q: 3 clusters Score -47862.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -47865.503906 Penalty: 612.739563
	Iteration 19Q: 3 clusters Score -47865.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -47868.421875 Penalty: 612.739563
	Iteration 20F: 3 clusters Score -47868.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -47871.906250 Penalty: 612.739563
	Iteration 21Q: 3 clusters Score -47871.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -47878.789062 Penalty: 612.739563
	Iteration 22Q: 3 clusters Score -47878.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -47884.718750 Penalty: 612.739563
	Iteration 23Q: 3 clusters Score -47884.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -47890.917969 Penalty: 612.739563
	Iteration 24Q: 3 clusters Score -47890.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -47897.265625 Penalty: 612.739563
	Iteration 25Q: 3 clusters Score -47897.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -47902.480469 Penalty: 612.739563
	Iteration 26Q: 3 clusters Score -47902.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -47910.164062 Penalty: 612.739563
	Iteration 27Q: 3 clusters Score -47910.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -47914.781250 Penalty: 612.739563
	Iteration 28Q: 3 clusters Score -47914.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -47917.851562 Penalty: 612.739563
	Iteration 29Q: 3 clusters Score -47917.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -47918.437500 Penalty: 612.739563
	Iteration 30Q: 3 clusters Score -47918.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -47919.820312 Penalty: 612.739563
	Iteration 31Q: 3 clusters Score -47919.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -47920.796875 Penalty: 612.739563
	Iteration 32Q: 3 clusters Score -47920.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -47922.117188 Penalty: 612.739563
	Iteration 33Q: 3 clusters Score -47922.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -47922.710938 Penalty: 612.739563
	Iteration 34Q: 3 clusters Score -47922.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -47922.710938 Penalty: 612.739563
	Iteration 35F: 3 clusters Score -47922.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (81986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81986 members 
Entering Unmasked Estep 
Score: -5412610.500000 Penalty: 514.800781
	Iteration 0F: 2 clusters Score -5412610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -5360127.500000 Penalty: 1029.601562
	Iteration 0F: 3 clusters Score -5360128 nChanged 40200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -5385230.500000 Penalty: 1029.601562
	Iteration 1F: 3 clusters Score -5385230 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -5387181.000000 Penalty: 1029.601562
	Iteration 2F: 3 clusters Score -5387181 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -5391028.500000 Penalty: 1029.601562
	Iteration 3F: 3 clusters Score -5391028 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -5396780.000000 Penalty: 1029.601562
	Iteration 4F: 3 clusters Score -5396780 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -5402924.000000 Penalty: 1029.601562
	Iteration 5F: 3 clusters Score -5402924 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -5407314.500000 Penalty: 1029.601562
	Iteration 6F: 3 clusters Score -5407314 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -5409678.000000 Penalty: 1029.601562
	Iteration 7Q: 3 clusters Score -5409678 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -5411194.500000 Penalty: 1029.601562
	Iteration 8Q: 3 clusters Score -5411194 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -5412296.500000 Penalty: 1029.601562
	Iteration 9Q: 3 clusters Score -5412296 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -5412954.500000 Penalty: 1029.601562
	Iteration 10Q: 3 clusters Score -5412954 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -5413328.500000 Penalty: 1029.601562
	Iteration 11Q: 3 clusters Score -5413328 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -5413607.500000 Penalty: 1029.601562
	Iteration 12Q: 3 clusters Score -5413608 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -5413700.000000 Penalty: 1029.601562
	Iteration 13Q: 3 clusters Score -5413700 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -5413749.500000 Penalty: 1029.601562
	Iteration 14Q: 3 clusters Score -5413750 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -5413877.500000 Penalty: 1029.601562
	Iteration 15Q: 3 clusters Score -5413878 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -5413908.000000 Penalty: 1029.601562
	Iteration 16Q: 3 clusters Score -5413908 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -5413910.500000 Penalty: 1029.601562
	Iteration 17Q: 3 clusters Score -5413910 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -5413925.000000 Penalty: 1029.601562
	Iteration 18Q: 3 clusters Score -5413925 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -5414019.500000 Penalty: 1029.601562
	Iteration 19Q: 3 clusters Score -5414020 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -5414192.500000 Penalty: 1029.601562
	Iteration 20F: 3 clusters Score -5414192 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -5414230.000000 Penalty: 1029.601562
	Iteration 21Q: 3 clusters Score -5414230 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -5414178.500000 Penalty: 1029.601562
	Iteration 22Q: 3 clusters Score -5414178 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -5414157.500000 Penalty: 1029.601562
	Iteration 23Q: 3 clusters Score -5414158 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -5414034.500000 Penalty: 1029.601562
	Iteration 24Q: 3 clusters Score -5414034 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -5413892.000000 Penalty: 1029.601562
	Iteration 25Q: 3 clusters Score -5413892 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -5413896.500000 Penalty: 1029.601562
	Iteration 26Q: 3 clusters Score -5413896 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -5413839.000000 Penalty: 1029.601562
	Iteration 27Q: 3 clusters Score -5413839 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -5413892.500000 Penalty: 1029.601562
	Iteration 28Q: 3 clusters Score -5413892 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -5413980.500000 Penalty: 1029.601562
	Iteration 29Q: 3 clusters Score -5413980 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -5414053.500000 Penalty: 1029.601562
	Iteration 30Q: 3 clusters Score -5414054 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52086 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -5414030.500000 Penalty: 1029.601562
	Iteration 31Q: 3 clusters Score -5414030 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -5414001.500000 Penalty: 1029.601562
	Iteration 32Q: 3 clusters Score -5414002 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -5413962.500000 Penalty: 1029.601562
	Iteration 33Q: 3 clusters Score -5413962 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -5413982.000000 Penalty: 1029.601562
	Iteration 34Q: 3 clusters Score -5413982 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55131 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -5414015.000000 Penalty: 1029.601562
	Iteration 35Q: 3 clusters Score -5414015 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -5414009.500000 Penalty: 1029.601562
	Iteration 36Q: 3 clusters Score -5414010 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56530 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -5414017.000000 Penalty: 1029.601562
	Iteration 37Q: 3 clusters Score -5414017 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -5413983.500000 Penalty: 1029.601562
	Iteration 38Q: 3 clusters Score -5413984 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58184 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -5413996.000000 Penalty: 1029.601562
	Iteration 39Q: 3 clusters Score -5413996 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -5414023.500000 Penalty: 1029.601562
	Iteration 40F: 3 clusters Score -5414024 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -5414026.000000 Penalty: 1029.601562
	Iteration 41Q: 3 clusters Score -5414026 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -5414025.000000 Penalty: 1029.601562
	Iteration 42Q: 3 clusters Score -5414025 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -5414050.500000 Penalty: 1029.601562
	Iteration 43Q: 3 clusters Score -5414050 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -5414066.000000 Penalty: 1029.601562
	Iteration 44Q: 3 clusters Score -5414066 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -5414087.000000 Penalty: 1029.601562
	Iteration 45Q: 3 clusters Score -5414087 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -5414045.500000 Penalty: 1029.601562
	Iteration 46Q: 3 clusters Score -5414046 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63343 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -5414002.500000 Penalty: 1029.601562
	Iteration 47Q: 3 clusters Score -5414002 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63839 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -5413978.000000 Penalty: 1029.601562
	Iteration 48Q: 3 clusters Score -5413978 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -5413974.000000 Penalty: 1029.601562
	Iteration 49Q: 3 clusters Score -5413974 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64756 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -5413973.000000 Penalty: 1029.601562
	Iteration 50Q: 3 clusters Score -5413973 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65173 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -5413971.500000 Penalty: 1029.601562
	Iteration 51Q: 3 clusters Score -5413972 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65514 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -5413949.000000 Penalty: 1029.601562
	Iteration 52Q: 3 clusters Score -5413949 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -5413949.500000 Penalty: 1029.601562
	Iteration 53Q: 3 clusters Score -5413950 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -5413954.000000 Penalty: 1029.601562
	Iteration 54Q: 3 clusters Score -5413954 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66276 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -5413971.000000 Penalty: 1029.601562
	Iteration 55Q: 3 clusters Score -5413971 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66416 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -5413993.500000 Penalty: 1029.601562
	Iteration 56Q: 3 clusters Score -5413994 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66563 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -5414011.500000 Penalty: 1029.601562
	Iteration 57Q: 3 clusters Score -5414012 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66717 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -5414016.000000 Penalty: 1029.601562
	Iteration 58Q: 3 clusters Score -5414016 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66860 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -5414015.500000 Penalty: 1029.601562
	Iteration 59Q: 3 clusters Score -5414016 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -5413999.500000 Penalty: 1029.601562
	Iteration 60F: 3 clusters Score -5414000 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -5414020.500000 Penalty: 1029.601562
	Iteration 61Q: 3 clusters Score -5414020 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -5414010.500000 Penalty: 1029.601562
	Iteration 62Q: 3 clusters Score -5414010 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67307 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -5414018.000000 Penalty: 1029.601562
	Iteration 63Q: 3 clusters Score -5414018 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67404 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -5414024.000000 Penalty: 1029.601562
	Iteration 64Q: 3 clusters Score -5414024 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67533 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -5414018.000000 Penalty: 1029.601562
	Iteration 65Q: 3 clusters Score -5414018 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67662 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -5414018.500000 Penalty: 1029.601562
	Iteration 66Q: 3 clusters Score -5414018 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67781 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -5414006.000000 Penalty: 1029.601562
	Iteration 67Q: 3 clusters Score -5414006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67839 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -5414014.500000 Penalty: 1029.601562
	Iteration 68Q: 3 clusters Score -5414014 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67942 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -5414026.500000 Penalty: 1029.601562
	Iteration 69Q: 3 clusters Score -5414026 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68050 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -5414026.000000 Penalty: 1029.601562
	Iteration 70Q: 3 clusters Score -5414026 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -5414019.500000 Penalty: 1029.601562
	Iteration 71Q: 3 clusters Score -5414020 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68251 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -5414024.500000 Penalty: 1029.601562
	Iteration 72Q: 3 clusters Score -5414024 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68378 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -5414010.500000 Penalty: 1029.601562
	Iteration 73Q: 3 clusters Score -5414010 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68482 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -5413995.500000 Penalty: 1029.601562
	Iteration 74Q: 3 clusters Score -5413996 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68565 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -5413988.500000 Penalty: 1029.601562
	Iteration 75Q: 3 clusters Score -5413988 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68690 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -5413982.000000 Penalty: 1029.601562
	Iteration 76Q: 3 clusters Score -5413982 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68747 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -5413970.000000 Penalty: 1029.601562
	Iteration 77Q: 3 clusters Score -5413970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68730 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -5413978.000000 Penalty: 1029.601562
	Iteration 78Q: 3 clusters Score -5413978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -5413980.000000 Penalty: 1029.601562
	Iteration 79Q: 3 clusters Score -5413980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -5413981.000000 Penalty: 1029.601562
	Iteration 80F: 3 clusters Score -5413981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -5413978.000000 Penalty: 1029.601562
	Iteration 81Q: 3 clusters Score -5413978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -5413985.000000 Penalty: 1029.601562
	Iteration 82Q: 3 clusters Score -5413985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68740 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -5413987.500000 Penalty: 1029.601562
	Iteration 83Q: 3 clusters Score -5413988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -5413986.500000 Penalty: 1029.601562
	Iteration 84Q: 3 clusters Score -5413986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68740 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -5413991.000000 Penalty: 1029.601562
	Iteration 85Q: 3 clusters Score -5413991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -5413983.500000 Penalty: 1029.601562
	Iteration 86Q: 3 clusters Score -5413984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68730 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -5413998.500000 Penalty: 1029.601562
	Iteration 87Q: 3 clusters Score -5413998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -5414000.500000 Penalty: 1029.601562
	Iteration 88Q: 3 clusters Score -5414000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -5413997.500000 Penalty: 1029.601562
	Iteration 89Q: 3 clusters Score -5413998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68734 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -5413996.500000 Penalty: 1029.601562
	Iteration 90Q: 3 clusters Score -5413996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68734 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -5413996.500000 Penalty: 1029.601562
	Iteration 91F: 3 clusters Score -5413996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 59865 members 
Mstep: Class 3 contains 3455 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 21654 members 
Mstep: Class 6 contains 48352 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 3351 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50576 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 18545 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 68734 members 
Mstep: Class 16 contains 4706 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 5989 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 69504 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 33882 members 
Mstep: Class 24 contains 4644 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 69384 members 
Mstep: Class 28 contains 39128 members 
Mstep: Class 29 contains 4555 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11187 members 
Mstep: Class 32 contains 34735 members 
Mstep: Class 33 contains 13252 members 
Entering Unmasked Estep 
Score: -35848240.000000 Penalty: 19926.087891
Splitting cluster 15 changes total score from -35848740.000000 to -35848240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Entering Unmasked Estep 
Score: -325021.843750 Penalty: 384.774994
	Iteration 0F: 2 clusters Score -325021.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -321822.437500 Penalty: 769.549988
	Iteration 0F: 3 clusters Score -321822.4 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -323012.656250 Penalty: 769.549988
	Iteration 1F: 3 clusters Score -323012.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -323116.531250 Penalty: 769.549988
	Iteration 2F: 3 clusters Score -323116.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -323217.437500 Penalty: 769.549988
	Iteration 3Q: 3 clusters Score -323217.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -323345.250000 Penalty: 769.549988
	Iteration 4Q: 3 clusters Score -323345.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -323516.968750 Penalty: 769.549988
	Iteration 5Q: 3 clusters Score -323517 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -323746.000000 Penalty: 769.549988
	Iteration 6F: 3 clusters Score -323746 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -323919.968750 Penalty: 769.549988
	Iteration 7Q: 3 clusters Score -323920 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -324025.500000 Penalty: 769.549988
	Iteration 8Q: 3 clusters Score -324025.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -324092.718750 Penalty: 769.549988
	Iteration 9Q: 3 clusters Score -324092.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -324142.562500 Penalty: 769.549988
	Iteration 10Q: 3 clusters Score -324142.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -324184.000000 Penalty: 769.549988
	Iteration 11Q: 3 clusters Score -324184 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -324220.875000 Penalty: 769.549988
	Iteration 12Q: 3 clusters Score -324220.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -324257.031250 Penalty: 769.549988
	Iteration 13Q: 3 clusters Score -324257 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -324298.937500 Penalty: 769.549988
	Iteration 14Q: 3 clusters Score -324298.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -324326.406250 Penalty: 769.549988
	Iteration 15Q: 3 clusters Score -324326.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -324342.937500 Penalty: 769.549988
	Iteration 16Q: 3 clusters Score -324342.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -324373.343750 Penalty: 769.549988
	Iteration 17Q: 3 clusters Score -324373.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -324414.906250 Penalty: 769.549988
	Iteration 18Q: 3 clusters Score -324414.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -324465.937500 Penalty: 769.549988
	Iteration 19Q: 3 clusters Score -324465.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -324514.437500 Penalty: 769.549988
	Iteration 20F: 3 clusters Score -324514.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -324568.718750 Penalty: 769.549988
	Iteration 21Q: 3 clusters Score -324568.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -324608.781250 Penalty: 769.549988
	Iteration 22Q: 3 clusters Score -324608.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -324636.906250 Penalty: 769.549988
	Iteration 23Q: 3 clusters Score -324636.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -324655.875000 Penalty: 769.549988
	Iteration 24Q: 3 clusters Score -324655.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -324664.687500 Penalty: 769.549988
	Iteration 25Q: 3 clusters Score -324664.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -324672.718750 Penalty: 769.549988
	Iteration 26Q: 3 clusters Score -324672.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -324680.718750 Penalty: 769.549988
	Iteration 27Q: 3 clusters Score -324680.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -324684.000000 Penalty: 769.549988
	Iteration 28Q: 3 clusters Score -324684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -324687.250000 Penalty: 769.549988
	Iteration 29Q: 3 clusters Score -324687.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -324688.281250 Penalty: 769.549988
	Iteration 30Q: 3 clusters Score -324688.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -324691.000000 Penalty: 769.549988
	Iteration 31Q: 3 clusters Score -324691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -324694.687500 Penalty: 769.549988
	Iteration 32Q: 3 clusters Score -324694.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -324697.062500 Penalty: 769.549988
	Iteration 33Q: 3 clusters Score -324697.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -324697.843750 Penalty: 769.549988
	Iteration 34Q: 3 clusters Score -324697.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -324697.843750 Penalty: 769.549988
	Iteration 35F: 3 clusters Score -324697.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -17603.027344 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -17603.03 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 181 members 
Entering Unmasked Estep 
Score: -17209.826172 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -17209.83 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17341.593750 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -17341.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17440.943359 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -17440.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17505.423828 Penalty: 535.887878
	Iteration 3F: 3 clusters Score -17505.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17539.990234 Penalty: 535.887878
	Iteration 4F: 3 clusters Score -17539.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17570.193359 Penalty: 535.887878
	Iteration 5F: 3 clusters Score -17570.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -17581.619141 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -17581.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17585.962891 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -17585.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -17589.412109 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -17589.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -17590.333984 Penalty: 535.887878
	Iteration 9Q: 3 clusters Score -17590.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -17590.333984 Penalty: 535.887878
	Iteration 10F: 3 clusters Score -17590.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Entering Unmasked Estep 
Score: -410272.531250 Penalty: 395.744415
	Iteration 0F: 2 clusters Score -410272.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -406274.718750 Penalty: 791.488831
	Iteration 0F: 3 clusters Score -406274.7 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -407784.125000 Penalty: 791.488831
	Iteration 1F: 3 clusters Score -407784.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -407866.468750 Penalty: 791.488831
	Iteration 2Q: 3 clusters Score -407866.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -407931.750000 Penalty: 791.488831
	Iteration 3Q: 3 clusters Score -407931.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -407990.906250 Penalty: 791.488831
	Iteration 4Q: 3 clusters Score -407990.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -408055.187500 Penalty: 791.488831
	Iteration 5Q: 3 clusters Score -408055.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -408126.562500 Penalty: 791.488831
	Iteration 6Q: 3 clusters Score -408126.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -408205.187500 Penalty: 791.488831
	Iteration 7Q: 3 clusters Score -408205.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -408315.500000 Penalty: 791.488831
	Iteration 8Q: 3 clusters Score -408315.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -408465.000000 Penalty: 791.488831
	Iteration 9Q: 3 clusters Score -408465 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -408648.937500 Penalty: 791.488831
	Iteration 10Q: 3 clusters Score -408648.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -408831.718750 Penalty: 791.488831
	Iteration 11Q: 3 clusters Score -408831.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -408926.812500 Penalty: 791.488831
	Iteration 12Q: 3 clusters Score -408926.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -408994.937500 Penalty: 791.488831
	Iteration 13Q: 3 clusters Score -408994.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -409043.281250 Penalty: 791.488831
	Iteration 14Q: 3 clusters Score -409043.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -409092.531250 Penalty: 791.488831
	Iteration 15Q: 3 clusters Score -409092.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -409131.156250 Penalty: 791.488831
	Iteration 16Q: 3 clusters Score -409131.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -409176.656250 Penalty: 791.488831
	Iteration 17Q: 3 clusters Score -409176.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -409221.125000 Penalty: 791.488831
	Iteration 18Q: 3 clusters Score -409221.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -409262.218750 Penalty: 791.488831
	Iteration 19Q: 3 clusters Score -409262.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -409298.343750 Penalty: 791.488831
	Iteration 20F: 3 clusters Score -409298.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -409341.562500 Penalty: 791.488831
	Iteration 21Q: 3 clusters Score -409341.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -409390.781250 Penalty: 791.488831
	Iteration 22Q: 3 clusters Score -409390.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -409431.750000 Penalty: 791.488831
	Iteration 23Q: 3 clusters Score -409431.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -409477.343750 Penalty: 791.488831
	Iteration 24Q: 3 clusters Score -409477.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -409517.875000 Penalty: 791.488831
	Iteration 25Q: 3 clusters Score -409517.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -409554.406250 Penalty: 791.488831
	Iteration 26Q: 3 clusters Score -409554.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -409590.031250 Penalty: 791.488831
	Iteration 27Q: 3 clusters Score -409590 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -409612.375000 Penalty: 791.488831
	Iteration 28Q: 3 clusters Score -409612.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -409631.812500 Penalty: 791.488831
	Iteration 29Q: 3 clusters Score -409631.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -409648.625000 Penalty: 791.488831
	Iteration 30Q: 3 clusters Score -409648.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -409666.312500 Penalty: 791.488831
	Iteration 31Q: 3 clusters Score -409666.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -409675.968750 Penalty: 791.488831
	Iteration 32Q: 3 clusters Score -409676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -409682.500000 Penalty: 791.488831
	Iteration 33Q: 3 clusters Score -409682.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -409686.750000 Penalty: 791.488831
	Iteration 34Q: 3 clusters Score -409686.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -409688.093750 Penalty: 791.488831
	Iteration 35Q: 3 clusters Score -409688.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -409689.718750 Penalty: 791.488831
	Iteration 36Q: 3 clusters Score -409689.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -409690.875000 Penalty: 791.488831
	Iteration 37Q: 3 clusters Score -409690.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -409692.781250 Penalty: 791.488831
	Iteration 38Q: 3 clusters Score -409692.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -409693.531250 Penalty: 791.488831
	Iteration 39Q: 3 clusters Score -409693.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -409694.125000 Penalty: 791.488831
	Iteration 40F: 3 clusters Score -409694.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -409694.937500 Penalty: 791.488831
	Iteration 41Q: 3 clusters Score -409694.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -409694.781250 Penalty: 791.488831
	Iteration 42Q: 3 clusters Score -409694.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -409694.906250 Penalty: 791.488831
	Iteration 43Q: 3 clusters Score -409694.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -409695.187500 Penalty: 791.488831
	Iteration 44Q: 3 clusters Score -409695.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -409696.000000 Penalty: 791.488831
	Iteration 45Q: 3 clusters Score -409696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -409695.625000 Penalty: 791.488831
	Iteration 46Q: 3 clusters Score -409695.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -409696.406250 Penalty: 791.488831
	Iteration 47Q: 3 clusters Score -409696.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -409696.250000 Penalty: 791.488831
	Iteration 48Q: 3 clusters Score -409696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -409696.500000 Penalty: 791.488831
	Iteration 49Q: 3 clusters Score -409696.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -409696.375000 Penalty: 791.488831
	Iteration 50Q: 3 clusters Score -409696.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -409696.375000 Penalty: 791.488831
	Iteration 51F: 3 clusters Score -409696.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -38133.441406 Penalty: 298.462494
	Iteration 0F: 2 clusters Score -38133.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37534.609375 Penalty: 596.924988
	Iteration 0F: 3 clusters Score -37534.61 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -37774.695312 Penalty: 596.924988
	Iteration 1F: 3 clusters Score -37774.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37888.253906 Penalty: 596.924988
	Iteration 2F: 3 clusters Score -37888.25 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -37930.054688 Penalty: 596.924988
	Iteration 3F: 3 clusters Score -37930.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -37954.105469 Penalty: 596.924988
	Iteration 4Q: 3 clusters Score -37954.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -37964.835938 Penalty: 596.924988
	Iteration 5Q: 3 clusters Score -37964.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -37971.378906 Penalty: 596.924988
	Iteration 6Q: 3 clusters Score -37971.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -37974.832031 Penalty: 596.924988
	Iteration 7Q: 3 clusters Score -37974.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -37979.941406 Penalty: 596.924988
	Iteration 8Q: 3 clusters Score -37979.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -37983.445312 Penalty: 596.924988
	Iteration 9Q: 3 clusters Score -37983.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -37988.761719 Penalty: 596.924988
	Iteration 10Q: 3 clusters Score -37988.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37990.261719 Penalty: 596.924988
	Iteration 11Q: 3 clusters Score -37990.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -37990.687500 Penalty: 596.924988
	Iteration 12Q: 3 clusters Score -37990.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -37990.687500 Penalty: 596.924988
	Iteration 13F: 3 clusters Score -37990.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -14799.321289 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -14799.32 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 144 members 
Entering Unmasked Estep 
Score: -14456.560547 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -14456.56 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14524.522461 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -14524.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14558.954102 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -14558.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14586.965820 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -14586.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14611.019531 Penalty: 509.792816
	Iteration 4F: 3 clusters Score -14611.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14626.169922 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -14626.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14647.563477 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -14647.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14702.173828 Penalty: 509.792816
	Iteration 7F: 3 clusters Score -14702.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14758.362305 Penalty: 509.792816
	Iteration 8F: 3 clusters Score -14758.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14829.955078 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -14829.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14917.600586 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -14917.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14931.574219 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -14931.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14933.156250 Penalty: 509.792816
	Iteration 12Q: 3 clusters Score -14933.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14933.156250 Penalty: 509.792816
	Iteration 13F: 3 clusters Score -14933.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 59865 members 
Mstep: Class 3 contains 3455 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 21654 members 
Mstep: Class 6 contains 48352 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 3351 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50576 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 18545 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 81986 members 
Mstep: Class 16 contains 4706 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 5989 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 119 members 
Mstep: Class 21 contains 69504 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 33882 members 
Mstep: Class 24 contains 4644 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 69384 members 
Mstep: Class 28 contains 39128 members 
Mstep: Class 29 contains 4555 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11187 members 
Mstep: Class 32 contains 34735 members 
Mstep: Class 33 contains 152 members 
Entering Unmasked Estep 
Score: -35846856.000000 Penalty: 19926.087891
Splitting cluster 20 changes total score from -35848740.000000 to -35846856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (69504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69504 members 
Entering Unmasked Estep 
Score: -4525389.500000 Penalty: 507.285828
	Iteration 0F: 2 clusters Score -4525390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -4479063.500000 Penalty: 1014.571655
	Iteration 0F: 3 clusters Score -4479064 nChanged 33917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -4500845.000000 Penalty: 1014.571655
	Iteration 1F: 3 clusters Score -4500845 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -4503776.500000 Penalty: 1014.571655
	Iteration 2F: 3 clusters Score -4503776 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -4508890.000000 Penalty: 1014.571655
	Iteration 3F: 3 clusters Score -4508890 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -4515564.000000 Penalty: 1014.571655
	Iteration 4F: 3 clusters Score -4515564 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -4520708.000000 Penalty: 1014.571655
	Iteration 5F: 3 clusters Score -4520708 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -4523089.500000 Penalty: 1014.571655
	Iteration 6F: 3 clusters Score -4523090 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -4524347.000000 Penalty: 1014.571655
	Iteration 7Q: 3 clusters Score -4524347 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -4525204.000000 Penalty: 1014.571655
	Iteration 8Q: 3 clusters Score -4525204 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -4525791.000000 Penalty: 1014.571655
	Iteration 9Q: 3 clusters Score -4525791 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -4526193.000000 Penalty: 1014.571655
	Iteration 10Q: 3 clusters Score -4526193 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -4526407.500000 Penalty: 1014.571655
	Iteration 11Q: 3 clusters Score -4526408 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -4526467.000000 Penalty: 1014.571655
	Iteration 12Q: 3 clusters Score -4526467 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -4526509.500000 Penalty: 1014.571655
	Iteration 13Q: 3 clusters Score -4526510 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -4526555.500000 Penalty: 1014.571655
	Iteration 14Q: 3 clusters Score -4526556 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -4526549.000000 Penalty: 1014.571655
	Iteration 15Q: 3 clusters Score -4526549 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -4526541.000000 Penalty: 1014.571655
	Iteration 16Q: 3 clusters Score -4526541 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -4526534.500000 Penalty: 1014.571655
	Iteration 17Q: 3 clusters Score -4526534 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -4526537.500000 Penalty: 1014.571655
	Iteration 18Q: 3 clusters Score -4526538 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -4526540.000000 Penalty: 1014.571655
	Iteration 19Q: 3 clusters Score -4526540 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -4526541.000000 Penalty: 1014.571655
	Iteration 20F: 3 clusters Score -4526541 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -4526528.000000 Penalty: 1014.571655
	Iteration 21Q: 3 clusters Score -4526528 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -4526501.500000 Penalty: 1014.571655
	Iteration 22Q: 3 clusters Score -4526502 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -4526493.500000 Penalty: 1014.571655
	Iteration 23Q: 3 clusters Score -4526494 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -4526541.500000 Penalty: 1014.571655
	Iteration 24Q: 3 clusters Score -4526542 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -4526551.500000 Penalty: 1014.571655
	Iteration 25Q: 3 clusters Score -4526552 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -4526588.000000 Penalty: 1014.571655
	Iteration 26Q: 3 clusters Score -4526588 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -4526591.500000 Penalty: 1014.571655
	Iteration 27Q: 3 clusters Score -4526592 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -4526569.500000 Penalty: 1014.571655
	Iteration 28Q: 3 clusters Score -4526570 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -4526576.500000 Penalty: 1014.571655
	Iteration 29Q: 3 clusters Score -4526576 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -4526580.000000 Penalty: 1014.571655
	Iteration 30Q: 3 clusters Score -4526580 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -4526569.000000 Penalty: 1014.571655
	Iteration 31Q: 3 clusters Score -4526569 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -4526566.000000 Penalty: 1014.571655
	Iteration 32Q: 3 clusters Score -4526566 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -4526560.000000 Penalty: 1014.571655
	Iteration 33Q: 3 clusters Score -4526560 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -4526556.000000 Penalty: 1014.571655
	Iteration 34Q: 3 clusters Score -4526556 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -4526561.500000 Penalty: 1014.571655
	Iteration 35Q: 3 clusters Score -4526562 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -4526564.500000 Penalty: 1014.571655
	Iteration 36Q: 3 clusters Score -4526564 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -4526583.500000 Penalty: 1014.571655
	Iteration 37Q: 3 clusters Score -4526584 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -4526580.500000 Penalty: 1014.571655
	Iteration 38Q: 3 clusters Score -4526580 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -4526586.500000 Penalty: 1014.571655
	Iteration 39Q: 3 clusters Score -4526586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -4526586.000000 Penalty: 1014.571655
	Iteration 40F: 3 clusters Score -4526586 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -4526590.500000 Penalty: 1014.571655
	Iteration 41Q: 3 clusters Score -4526590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -4526588.500000 Penalty: 1014.571655
	Iteration 42Q: 3 clusters Score -4526588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -4526594.000000 Penalty: 1014.571655
	Iteration 43Q: 3 clusters Score -4526594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -4526586.000000 Penalty: 1014.571655
	Iteration 44Q: 3 clusters Score -4526586 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -4526581.000000 Penalty: 1014.571655
	Iteration 45Q: 3 clusters Score -4526581 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -4526581.000000 Penalty: 1014.571655
	Iteration 46Q: 3 clusters Score -4526581 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -4526577.500000 Penalty: 1014.571655
	Iteration 47Q: 3 clusters Score -4526578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -4526577.000000 Penalty: 1014.571655
	Iteration 48Q: 3 clusters Score -4526577 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -4526577.500000 Penalty: 1014.571655
	Iteration 49Q: 3 clusters Score -4526578 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -4526576.000000 Penalty: 1014.571655
	Iteration 50Q: 3 clusters Score -4526576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -4526572.500000 Penalty: 1014.571655
	Iteration 51Q: 3 clusters Score -4526572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -4526572.500000 Penalty: 1014.571655
	Iteration 52Q: 3 clusters Score -4526572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -4526568.500000 Penalty: 1014.571655
	Iteration 53Q: 3 clusters Score -4526568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -4526568.000000 Penalty: 1014.571655
	Iteration 54Q: 3 clusters Score -4526568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -4526570.500000 Penalty: 1014.571655
	Iteration 55Q: 3 clusters Score -4526570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -4526568.500000 Penalty: 1014.571655
	Iteration 56Q: 3 clusters Score -4526568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -4526570.000000 Penalty: 1014.571655
	Iteration 57Q: 3 clusters Score -4526570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -4526570.000000 Penalty: 1014.571655
	Iteration 58F: 3 clusters Score -4526570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 59865 members 
Mstep: Class 3 contains 3455 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 21654 members 
Mstep: Class 6 contains 48352 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 3351 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50576 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 18545 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 81986 members 
Mstep: Class 16 contains 4706 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 5989 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 37882 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 33882 members 
Mstep: Class 24 contains 4644 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 69384 members 
Mstep: Class 28 contains 39128 members 
Mstep: Class 29 contains 4555 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11187 members 
Mstep: Class 32 contains 34735 members 
Mstep: Class 33 contains 31622 members 
Entering Unmasked Estep 
Score: -35847964.000000 Penalty: 19926.087891
Splitting cluster 21 changes total score from -35848740.000000 to -35847964.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -5321.030273 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -5321.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5115.972656 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -5115.973 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5212.824219 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -5212.824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5284.568359 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -5284.568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5313.373535 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -5313.374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -5324.204102 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -5324.204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -5324.204102 Penalty: 458.362671
	Iteration 5F: 3 clusters Score -5324.204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 59865 members 
Mstep: Class 3 contains 3455 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 21654 members 
Mstep: Class 6 contains 48352 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 3351 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50576 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 18545 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 81986 members 
Mstep: Class 16 contains 4706 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 5989 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 69504 members 
Mstep: Class 22 contains 126 members 
Mstep: Class 23 contains 33882 members 
Mstep: Class 24 contains 4644 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 69384 members 
Mstep: Class 28 contains 39128 members 
Mstep: Class 29 contains 4555 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11187 members 
Mstep: Class 32 contains 34735 members 
Mstep: Class 33 contains 28 members 
Entering Unmasked Estep 
Score: -35846684.000000 Penalty: 19926.087891
Splitting cluster 22 changes total score from -35848740.000000 to -35846684.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (33882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Entering Unmasked Estep 
Score: -2248548.250000 Penalty: 474.594086
	Iteration 0F: 2 clusters Score -2248548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2225895.000000 Penalty: 949.188171
	Iteration 0F: 3 clusters Score -2225895 nChanged 16297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2235649.250000 Penalty: 949.188171
	Iteration 1F: 3 clusters Score -2235649 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2236280.000000 Penalty: 949.188171
	Iteration 2Q: 3 clusters Score -2236280 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2237446.500000 Penalty: 949.188171
	Iteration 3F: 3 clusters Score -2237446 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2239560.500000 Penalty: 949.188171
	Iteration 4F: 3 clusters Score -2239560 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2242812.500000 Penalty: 949.188171
	Iteration 5F: 3 clusters Score -2242812 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2245949.500000 Penalty: 949.188171
	Iteration 6F: 3 clusters Score -2245950 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2247519.750000 Penalty: 949.188171
	Iteration 7Q: 3 clusters Score -2247520 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2247976.000000 Penalty: 949.188171
	Iteration 8Q: 3 clusters Score -2247976 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2248079.000000 Penalty: 949.188171
	Iteration 9Q: 3 clusters Score -2248079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2248104.250000 Penalty: 949.188171
	Iteration 10Q: 3 clusters Score -2248104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2248110.250000 Penalty: 949.188171
	Iteration 11Q: 3 clusters Score -2248110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2248110.250000 Penalty: 949.188171
	Iteration 12F: 3 clusters Score -2248110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Entering Unmasked Estep 
Score: -320745.406250 Penalty: 384.171600
	Iteration 0F: 2 clusters Score -320745.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -317642.437500 Penalty: 768.343201
	Iteration 0F: 3 clusters Score -317642.4 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -318781.125000 Penalty: 768.343201
	Iteration 1F: 3 clusters Score -318781.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -318893.593750 Penalty: 768.343201
	Iteration 2F: 3 clusters Score -318893.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -319002.093750 Penalty: 768.343201
	Iteration 3F: 3 clusters Score -319002.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -319126.375000 Penalty: 768.343201
	Iteration 4F: 3 clusters Score -319126.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -319286.500000 Penalty: 768.343201
	Iteration 5F: 3 clusters Score -319286.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -319482.625000 Penalty: 768.343201
	Iteration 6F: 3 clusters Score -319482.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -319710.687500 Penalty: 768.343201
	Iteration 7F: 3 clusters Score -319710.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -319931.531250 Penalty: 768.343201
	Iteration 8F: 3 clusters Score -319931.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -320118.156250 Penalty: 768.343201
	Iteration 9Q: 3 clusters Score -320118.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -320265.531250 Penalty: 768.343201
	Iteration 10Q: 3 clusters Score -320265.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -320344.031250 Penalty: 768.343201
	Iteration 11Q: 3 clusters Score -320344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -320369.500000 Penalty: 768.343201
	Iteration 12Q: 3 clusters Score -320369.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -320386.875000 Penalty: 768.343201
	Iteration 13Q: 3 clusters Score -320386.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -320394.500000 Penalty: 768.343201
	Iteration 14Q: 3 clusters Score -320394.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -320400.875000 Penalty: 768.343201
	Iteration 15Q: 3 clusters Score -320400.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -320406.906250 Penalty: 768.343201
	Iteration 16Q: 3 clusters Score -320406.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -320406.906250 Penalty: 768.343201
	Iteration 17F: 3 clusters Score -320406.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -18114.656250 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -18114.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17752.701172 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -17752.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17863.357422 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -17863.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17896.837891 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -17896.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17914.195312 Penalty: 527.992737
	Iteration 3F: 3 clusters Score -17914.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17925.740234 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -17925.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17934.431641 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -17934.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17937.615234 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -17937.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17939.720703 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -17939.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17942.240234 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -17942.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17944.037109 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -17944.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17945.660156 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -17945.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17949.484375 Penalty: 527.992737
	Iteration 11Q: 3 clusters Score -17949.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17956.712891 Penalty: 527.992737
	Iteration 12Q: 3 clusters Score -17956.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17964.630859 Penalty: 527.992737
	Iteration 13Q: 3 clusters Score -17964.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17969.324219 Penalty: 527.992737
	Iteration 14Q: 3 clusters Score -17969.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17971.501953 Penalty: 527.992737
	Iteration 15Q: 3 clusters Score -17971.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17971.501953 Penalty: 527.992737
	Iteration 16F: 3 clusters Score -17971.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -12975.203125 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -12975.2 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 123 members 
Entering Unmasked Estep 
Score: -12682.417969 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -12682.42 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12774.946289 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -12774.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12807.149414 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -12807.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12833.940430 Penalty: 500.614502
	Iteration 3F: 3 clusters Score -12833.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12864.327148 Penalty: 500.614502
	Iteration 4F: 3 clusters Score -12864.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12899.124023 Penalty: 500.614502
	Iteration 5F: 3 clusters Score -12899.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12935.987305 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -12935.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12938.315430 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -12938.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12939.066406 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -12939.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12939.066406 Penalty: 500.614502
	Iteration 9F: 3 clusters Score -12939.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (69384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69384 members 
Entering Unmasked Estep 
Score: -4602043.000000 Penalty: 507.207214
	Iteration 0F: 2 clusters Score -4602043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -4556225.000000 Penalty: 1014.414429
	Iteration 0F: 3 clusters Score -4556225 nChanged 33748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -4577518.000000 Penalty: 1014.414429
	Iteration 1F: 3 clusters Score -4577518 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -4579185.000000 Penalty: 1014.414429
	Iteration 2F: 3 clusters Score -4579185 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -4581705.500000 Penalty: 1014.414429
	Iteration 3F: 3 clusters Score -4581706 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -4585020.000000 Penalty: 1014.414429
	Iteration 4F: 3 clusters Score -4585020 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -4589140.000000 Penalty: 1014.414429
	Iteration 5F: 3 clusters Score -4589140 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -4593251.000000 Penalty: 1014.414429
	Iteration 6F: 3 clusters Score -4593251 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -4596545.500000 Penalty: 1014.414429
	Iteration 7Q: 3 clusters Score -4596546 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -4597930.500000 Penalty: 1014.414429
	Iteration 8Q: 3 clusters Score -4597930 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -4598410.000000 Penalty: 1014.414429
	Iteration 9Q: 3 clusters Score -4598410 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -4598799.000000 Penalty: 1014.414429
	Iteration 10Q: 3 clusters Score -4598799 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -4599033.000000 Penalty: 1014.414429
	Iteration 11Q: 3 clusters Score -4599033 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58020 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -4599224.500000 Penalty: 1014.414429
	Iteration 12Q: 3 clusters Score -4599224 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -4599381.000000 Penalty: 1014.414429
	Iteration 13Q: 3 clusters Score -4599381 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -4599575.500000 Penalty: 1014.414429
	Iteration 14Q: 3 clusters Score -4599576 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -4599776.000000 Penalty: 1014.414429
	Iteration 15Q: 3 clusters Score -4599776 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -4599877.500000 Penalty: 1014.414429
	Iteration 16Q: 3 clusters Score -4599878 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -4600036.000000 Penalty: 1014.414429
	Iteration 17Q: 3 clusters Score -4600036 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55943 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -4600268.500000 Penalty: 1014.414429
	Iteration 18Q: 3 clusters Score -4600268 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -4600600.000000 Penalty: 1014.414429
	Iteration 19Q: 3 clusters Score -4600600 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -4600871.500000 Penalty: 1014.414429
	Iteration 20F: 3 clusters Score -4600872 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -4601087.000000 Penalty: 1014.414429
	Iteration 21Q: 3 clusters Score -4601087 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53770 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -4601297.500000 Penalty: 1014.414429
	Iteration 22Q: 3 clusters Score -4601298 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -4601406.000000 Penalty: 1014.414429
	Iteration 23Q: 3 clusters Score -4601406 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -4601462.000000 Penalty: 1014.414429
	Iteration 24Q: 3 clusters Score -4601462 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -4601501.500000 Penalty: 1014.414429
	Iteration 25Q: 3 clusters Score -4601502 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -4601547.500000 Penalty: 1014.414429
	Iteration 26Q: 3 clusters Score -4601548 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -4601542.000000 Penalty: 1014.414429
	Iteration 27Q: 3 clusters Score -4601542 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -4601536.500000 Penalty: 1014.414429
	Iteration 28Q: 3 clusters Score -4601536 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -4601567.000000 Penalty: 1014.414429
	Iteration 29Q: 3 clusters Score -4601567 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -4601541.500000 Penalty: 1014.414429
	Iteration 30Q: 3 clusters Score -4601542 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -4601561.500000 Penalty: 1014.414429
	Iteration 31Q: 3 clusters Score -4601562 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -4601468.000000 Penalty: 1014.414429
	Iteration 32Q: 3 clusters Score -4601468 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -4601534.000000 Penalty: 1014.414429
	Iteration 33Q: 3 clusters Score -4601534 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -4601515.000000 Penalty: 1014.414429
	Iteration 34Q: 3 clusters Score -4601515 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -4601480.500000 Penalty: 1014.414429
	Iteration 35Q: 3 clusters Score -4601480 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -4601525.000000 Penalty: 1014.414429
	Iteration 36Q: 3 clusters Score -4601525 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4601570.500000 Penalty: 1014.414429
	Iteration 37Q: 3 clusters Score -4601570 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -4601581.000000 Penalty: 1014.414429
	Iteration 38Q: 3 clusters Score -4601581 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -4601567.500000 Penalty: 1014.414429
	Iteration 39Q: 3 clusters Score -4601568 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -4601596.000000 Penalty: 1014.414429
	Iteration 40F: 3 clusters Score -4601596 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -4601661.000000 Penalty: 1014.414429
	Iteration 41Q: 3 clusters Score -4601661 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -4601730.000000 Penalty: 1014.414429
	Iteration 42Q: 3 clusters Score -4601730 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -4601758.000000 Penalty: 1014.414429
	Iteration 43Q: 3 clusters Score -4601758 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -4601782.500000 Penalty: 1014.414429
	Iteration 44Q: 3 clusters Score -4601782 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -4601806.000000 Penalty: 1014.414429
	Iteration 45Q: 3 clusters Score -4601806 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -4601805.500000 Penalty: 1014.414429
	Iteration 46Q: 3 clusters Score -4601806 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -4601795.500000 Penalty: 1014.414429
	Iteration 47Q: 3 clusters Score -4601796 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -4601788.000000 Penalty: 1014.414429
	Iteration 48Q: 3 clusters Score -4601788 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -4601815.500000 Penalty: 1014.414429
	Iteration 49Q: 3 clusters Score -4601816 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -4601805.000000 Penalty: 1014.414429
	Iteration 50Q: 3 clusters Score -4601805 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -4601828.500000 Penalty: 1014.414429
	Iteration 51Q: 3 clusters Score -4601828 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -4601846.500000 Penalty: 1014.414429
	Iteration 52Q: 3 clusters Score -4601846 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -4601852.500000 Penalty: 1014.414429
	Iteration 53Q: 3 clusters Score -4601852 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -4601832.000000 Penalty: 1014.414429
	Iteration 54Q: 3 clusters Score -4601832 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -4601853.000000 Penalty: 1014.414429
	Iteration 55Q: 3 clusters Score -4601853 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -4601819.500000 Penalty: 1014.414429
	Iteration 56Q: 3 clusters Score -4601820 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -4601788.000000 Penalty: 1014.414429
	Iteration 57Q: 3 clusters Score -4601788 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -4601780.000000 Penalty: 1014.414429
	Iteration 58Q: 3 clusters Score -4601780 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -4601763.000000 Penalty: 1014.414429
	Iteration 59Q: 3 clusters Score -4601763 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -4601746.500000 Penalty: 1014.414429
	Iteration 60F: 3 clusters Score -4601746 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -4601738.000000 Penalty: 1014.414429
	Iteration 61Q: 3 clusters Score -4601738 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -4601738.500000 Penalty: 1014.414429
	Iteration 62Q: 3 clusters Score -4601738 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -4601732.000000 Penalty: 1014.414429
	Iteration 63Q: 3 clusters Score -4601732 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -4601734.500000 Penalty: 1014.414429
	Iteration 64Q: 3 clusters Score -4601734 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -4601731.000000 Penalty: 1014.414429
	Iteration 65Q: 3 clusters Score -4601731 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -4601725.500000 Penalty: 1014.414429
	Iteration 66Q: 3 clusters Score -4601726 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
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Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 40515 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 27850 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 47071 members 
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Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 48687 members 
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Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 49278 members 
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Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 50451 members 
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Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 50918 members 
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Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16636 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 54310 members 
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Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14380 members 
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Mstep: Class 1 contains 14145 members 
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Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 55699 members 
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Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4600420 nChanged 216
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Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 56533 members 
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Mstep: Class 1 contains 12634 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4600418 nChanged 175
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Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 57201 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4600402 nChanged 175
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Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 57376 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4600348 nChanged 104
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Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4600323 nChanged 90
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Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 57708 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4600311 nChanged 138
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Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4600322 nChanged 117
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Mstep: Class 1 contains 11312 members 
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Mstep: Class 1 contains 11221 members 
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	Iteration 114Q: 3 clusters Score -4600324 nChanged 108
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Mstep: Class 1 contains 11113 members 
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	Iteration 115Q: 3 clusters Score -4600304 nChanged 118
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Mstep: Class 2 contains 58389 members 
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	Iteration 116Q: 3 clusters Score -4600303 nChanged 90
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	Iteration 119Q: 3 clusters Score -4600302 nChanged 74
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4600317 nChanged 73
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	Iteration 121Q: 3 clusters Score -4600314 nChanged 82
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Mstep: Class 1 contains 10477 members 
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	Iteration 122Q: 3 clusters Score -4600308 nChanged 65
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Mstep: Class 1 contains 10414 members 
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	Iteration 123Q: 3 clusters Score -4600314 nChanged 81
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Mstep: Class 1 contains 10333 members 
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Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4600331 nChanged 191
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Mstep: Class 1 contains 9920 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4600332 nChanged 151
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Mstep: Class 1 contains 9769 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4600332 nChanged 179
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Mstep: Class 1 contains 9590 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4600330 nChanged 175
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Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 60179 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4600332 nChanged 245
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4600338 nChanged 267
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4600412 nChanged 320
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4600444 nChanged 294
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	Iteration 137Q: 3 clusters Score -4600534 nChanged 282
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Mstep: Class 1 contains 6699 members 
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	Iteration 140F: 3 clusters Score -4600730 nChanged 282
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Mstep: Class 1 contains 6429 members 
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	Iteration 142Q: 3 clusters Score -4600868 nChanged 202
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Mstep: Class 1 contains 6016 members 
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	Iteration 143Q: 3 clusters Score -4600942 nChanged 161
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	Iteration 145Q: 3 clusters Score -4601002 nChanged 194
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	Iteration 146Q: 3 clusters Score -4601058 nChanged 187
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Mstep: Class 2 contains 64042 members 
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	Iteration 147Q: 3 clusters Score -4601111 nChanged 195
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Mstep: Class 2 contains 64221 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4601164 nChanged 243
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Mstep: Class 1 contains 4924 members 
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	Iteration 149Q: 3 clusters Score -4601200 nChanged 228
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4601241 nChanged 184
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Mstep: Class 1 contains 4512 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4601270 nChanged 188
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Mstep: Class 2 contains 65058 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4601305 nChanged 186
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Mstep: Class 2 contains 65244 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4601346 nChanged 188
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Mstep: Class 1 contains 3952 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4601386 nChanged 226
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4601420 nChanged 200
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4601440 nChanged 222
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Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 66076 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4601443 nChanged 245
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Mstep: Class 1 contains 3063 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4601482 nChanged 218
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Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 66531 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4601504 nChanged 211
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -4601529.500000 Penalty: 1014.414429
	Iteration 160F: 3 clusters Score -4601530 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 66943 members 
Entering Unmasked Estep 
Score: -4601548.500000 Penalty: 1014.414429
	Iteration 161Q: 3 clusters Score -4601548 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 67142 members 
Entering Unmasked Estep 
Score: -4601546.000000 Penalty: 1014.414429
	Iteration 162Q: 3 clusters Score -4601546 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 67333 members 
Entering Unmasked Estep 
Score: -4601539.500000 Penalty: 1014.414429
	Iteration 163Q: 3 clusters Score -4601540 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -4601558.500000 Penalty: 1014.414429
	Iteration 164Q: 3 clusters Score -4601558 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -4601583.000000 Penalty: 1014.414429
	Iteration 165Q: 3 clusters Score -4601583 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -4601581.000000 Penalty: 1014.414429
	Iteration 166Q: 3 clusters Score -4601581 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -4601566.500000 Penalty: 1014.414429
	Iteration 167Q: 3 clusters Score -4601566 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
Score: -4601576.000000 Penalty: 1014.414429
	Iteration 168Q: 3 clusters Score -4601576 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -4601579.000000 Penalty: 1014.414429
	Iteration 169Q: 3 clusters Score -4601579 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 68229 members 
Entering Unmasked Estep 
Score: -4601577.500000 Penalty: 1014.414429
	Iteration 170Q: 3 clusters Score -4601578 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 68311 members 
Entering Unmasked Estep 
Score: -4601588.000000 Penalty: 1014.414429
	Iteration 171Q: 3 clusters Score -4601588 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 68387 members 
Entering Unmasked Estep 
Score: -4601595.000000 Penalty: 1014.414429
	Iteration 172Q: 3 clusters Score -4601595 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 68469 members 
Entering Unmasked Estep 
Score: -4601598.000000 Penalty: 1014.414429
	Iteration 173Q: 3 clusters Score -4601598 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 68549 members 
Entering Unmasked Estep 
Score: -4601594.500000 Penalty: 1014.414429
	Iteration 174Q: 3 clusters Score -4601594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 68597 members 
Entering Unmasked Estep 
Score: -4601603.500000 Penalty: 1014.414429
	Iteration 175Q: 3 clusters Score -4601604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -4601602.000000 Penalty: 1014.414429
	Iteration 176Q: 3 clusters Score -4601602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 68702 members 
Entering Unmasked Estep 
Score: -4601613.000000 Penalty: 1014.414429
	Iteration 177Q: 3 clusters Score -4601613 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 68740 members 
Entering Unmasked Estep 
Score: -4601627.000000 Penalty: 1014.414429
	Iteration 178Q: 3 clusters Score -4601627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -4601625.000000 Penalty: 1014.414429
	Iteration 179Q: 3 clusters Score -4601625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 68802 members 
Entering Unmasked Estep 
Score: -4601632.500000 Penalty: 1014.414429
	Iteration 180F: 3 clusters Score -4601632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -4601636.500000 Penalty: 1014.414429
	Iteration 181Q: 3 clusters Score -4601636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 68855 members 
Entering Unmasked Estep 
Score: -4601629.500000 Penalty: 1014.414429
	Iteration 182Q: 3 clusters Score -4601630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 68878 members 
Entering Unmasked Estep 
Score: -4601638.500000 Penalty: 1014.414429
	Iteration 183Q: 3 clusters Score -4601638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 68903 members 
Entering Unmasked Estep 
Score: -4601649.000000 Penalty: 1014.414429
	Iteration 184Q: 3 clusters Score -4601649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -4601662.500000 Penalty: 1014.414429
	Iteration 185Q: 3 clusters Score -4601662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 68944 members 
Entering Unmasked Estep 
Score: -4601666.500000 Penalty: 1014.414429
	Iteration 186Q: 3 clusters Score -4601666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -4601672.000000 Penalty: 1014.414429
	Iteration 187Q: 3 clusters Score -4601672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
Score: -4601667.000000 Penalty: 1014.414429
	Iteration 188Q: 3 clusters Score -4601667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 68971 members 
Entering Unmasked Estep 
Score: -4601664.500000 Penalty: 1014.414429
	Iteration 189Q: 3 clusters Score -4601664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 68978 members 
Entering Unmasked Estep 
Score: -4601666.000000 Penalty: 1014.414429
	Iteration 190Q: 3 clusters Score -4601666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 68981 members 
Entering Unmasked Estep 
Score: -4601665.500000 Penalty: 1014.414429
	Iteration 191Q: 3 clusters Score -4601666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 68987 members 
Entering Unmasked Estep 
Score: -4601668.500000 Penalty: 1014.414429
	Iteration 192Q: 3 clusters Score -4601668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 68993 members 
Entering Unmasked Estep 
Score: -4601665.000000 Penalty: 1014.414429
	Iteration 193Q: 3 clusters Score -4601665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -4601670.000000 Penalty: 1014.414429
	Iteration 194Q: 3 clusters Score -4601670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 69002 members 
Entering Unmasked Estep 
Score: -4601664.000000 Penalty: 1014.414429
	Iteration 195Q: 3 clusters Score -4601664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 69001 members 
Entering Unmasked Estep 
Score: -4601670.500000 Penalty: 1014.414429
	Iteration 196Q: 3 clusters Score -4601670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 69001 members 
Entering Unmasked Estep 
Score: -4601670.500000 Penalty: 1014.414429
	Iteration 197F: 3 clusters Score -4601670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (39128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Entering Unmasked Estep 
Score: -2564683.750000 Penalty: 481.144012
	Iteration 0F: 2 clusters Score -2564684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2538557.500000 Penalty: 962.288025
	Iteration 0F: 3 clusters Score -2538558 nChanged 18787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2549861.000000 Penalty: 962.288025
	Iteration 1F: 3 clusters Score -2549861 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2550860.250000 Penalty: 962.288025
	Iteration 2F: 3 clusters Score -2550860 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -2552513.500000 Penalty: 962.288025
	Iteration 3F: 3 clusters Score -2552514 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -2554956.000000 Penalty: 962.288025
	Iteration 4F: 3 clusters Score -2554956 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -2557151.500000 Penalty: 962.288025
	Iteration 5F: 3 clusters Score -2557152 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -2558125.250000 Penalty: 962.288025
	Iteration 6Q: 3 clusters Score -2558125 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -2558503.250000 Penalty: 962.288025
	Iteration 7Q: 3 clusters Score -2558503 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -2558843.750000 Penalty: 962.288025
	Iteration 8Q: 3 clusters Score -2558844 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -2559220.000000 Penalty: 962.288025
	Iteration 9Q: 3 clusters Score -2559220 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -2559785.750000 Penalty: 962.288025
	Iteration 10Q: 3 clusters Score -2559786 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -2560527.000000 Penalty: 962.288025
	Iteration 11Q: 3 clusters Score -2560527 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -2561420.750000 Penalty: 962.288025
	Iteration 12Q: 3 clusters Score -2561421 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -2562373.500000 Penalty: 962.288025
	Iteration 13Q: 3 clusters Score -2562374 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -2563243.750000 Penalty: 962.288025
	Iteration 14Q: 3 clusters Score -2563244 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -2563833.750000 Penalty: 962.288025
	Iteration 15Q: 3 clusters Score -2563834 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -2564146.750000 Penalty: 962.288025
	Iteration 16Q: 3 clusters Score -2564147 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -2564343.750000 Penalty: 962.288025
	Iteration 17Q: 3 clusters Score -2564344 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -2564444.500000 Penalty: 962.288025
	Iteration 18Q: 3 clusters Score -2564444 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -2564482.500000 Penalty: 962.288025
	Iteration 19Q: 3 clusters Score -2564482 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -2564556.250000 Penalty: 962.288025
	Iteration 20F: 3 clusters Score -2564556 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -2564585.500000 Penalty: 962.288025
	Iteration 21Q: 3 clusters Score -2564586 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -2564592.500000 Penalty: 962.288025
	Iteration 22Q: 3 clusters Score -2564592 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -2564598.750000 Penalty: 962.288025
	Iteration 23Q: 3 clusters Score -2564599 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -2564613.750000 Penalty: 962.288025
	Iteration 24Q: 3 clusters Score -2564614 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -2564612.000000 Penalty: 962.288025
	Iteration 25Q: 3 clusters Score -2564612 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -2564607.750000 Penalty: 962.288025
	Iteration 26Q: 3 clusters Score -2564608 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -2564604.250000 Penalty: 962.288025
	Iteration 27Q: 3 clusters Score -2564604 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -2564610.000000 Penalty: 962.288025
	Iteration 28Q: 3 clusters Score -2564610 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -2564607.250000 Penalty: 962.288025
	Iteration 29Q: 3 clusters Score -2564607 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -2564610.250000 Penalty: 962.288025
	Iteration 30Q: 3 clusters Score -2564610 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -2564612.750000 Penalty: 962.288025
	Iteration 31Q: 3 clusters Score -2564613 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -2564602.750000 Penalty: 962.288025
	Iteration 32Q: 3 clusters Score -2564603 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -2564606.750000 Penalty: 962.288025
	Iteration 33Q: 3 clusters Score -2564607 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -2564611.000000 Penalty: 962.288025
	Iteration 34Q: 3 clusters Score -2564611 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -2564603.750000 Penalty: 962.288025
	Iteration 35Q: 3 clusters Score -2564604 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -2564610.000000 Penalty: 962.288025
	Iteration 36Q: 3 clusters Score -2564610 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -2564609.250000 Penalty: 962.288025
	Iteration 37Q: 3 clusters Score -2564609 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -2564603.750000 Penalty: 962.288025
	Iteration 38Q: 3 clusters Score -2564604 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -2564612.750000 Penalty: 962.288025
	Iteration 39Q: 3 clusters Score -2564613 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -2564609.000000 Penalty: 962.288025
	Iteration 40F: 3 clusters Score -2564609 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -2564611.500000 Penalty: 962.288025
	Iteration 41Q: 3 clusters Score -2564612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -2564603.250000 Penalty: 962.288025
	Iteration 42Q: 3 clusters Score -2564603 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -2564598.000000 Penalty: 962.288025
	Iteration 43Q: 3 clusters Score -2564598 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2564587.750000 Penalty: 962.288025
	Iteration 44Q: 3 clusters Score -2564588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -2564589.750000 Penalty: 962.288025
	Iteration 45Q: 3 clusters Score -2564590 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -2564587.500000 Penalty: 962.288025
	Iteration 46Q: 3 clusters Score -2564588 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -2564584.000000 Penalty: 962.288025
	Iteration 47Q: 3 clusters Score -2564584 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -2564584.500000 Penalty: 962.288025
	Iteration 48Q: 3 clusters Score -2564584 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -2564582.250000 Penalty: 962.288025
	Iteration 49Q: 3 clusters Score -2564582 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -2564587.750000 Penalty: 962.288025
	Iteration 50Q: 3 clusters Score -2564588 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -2564582.500000 Penalty: 962.288025
	Iteration 51Q: 3 clusters Score -2564582 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -2564589.500000 Penalty: 962.288025
	Iteration 52Q: 3 clusters Score -2564590 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -2564592.750000 Penalty: 962.288025
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2564596 nChanged 105
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Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2564581 nChanged 111
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Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2564580 nChanged 118
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Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2564572 nChanged 109
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Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 23285 members 
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	Iteration 58Q: 3 clusters Score -2564568 nChanged 103
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Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2564574 nChanged 130
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Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2564575 nChanged 108
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Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 22944 members 
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	Iteration 61Q: 3 clusters Score -2564568 nChanged 109
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Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 22835 members 
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	Iteration 62Q: 3 clusters Score -2564564 nChanged 108
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Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 22727 members 
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	Iteration 63Q: 3 clusters Score -2564568 nChanged 102
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Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2564566 nChanged 107
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Mstep: Class 1 contains 16610 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2564553 nChanged 97
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Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2564561 nChanged 82
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Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2564568 nChanged 76
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Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2564575 nChanged 71
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Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 22192 members 
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	Iteration 69Q: 3 clusters Score -2564567 nChanged 83
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Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 22109 members 
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	Iteration 70Q: 3 clusters Score -2564573 nChanged 71
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Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2564575 nChanged 58
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Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2564567 nChanged 61
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Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2564576 nChanged 62
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Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2564568 nChanged 79
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Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2564566 nChanged 74
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Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 21704 members 
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	Iteration 76Q: 3 clusters Score -2564568 nChanged 55
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Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2564562 nChanged 43
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Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2564564 nChanged 44
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Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 21562 members 
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	Iteration 79Q: 3 clusters Score -2564562 nChanged 42
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Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 21520 members 
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	Iteration 80F: 3 clusters Score -2564556 nChanged 45
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Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 21475 members 
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	Iteration 81Q: 3 clusters Score -2564554 nChanged 39
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Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 21436 members 
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	Iteration 82Q: 3 clusters Score -2564546 nChanged 43
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Mstep: Class 1 contains 17735 members 
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	Iteration 83Q: 3 clusters Score -2564535 nChanged 40
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Mstep: Class 1 contains 17775 members 
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	Iteration 84Q: 3 clusters Score -2564528 nChanged 49
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	Iteration 85Q: 3 clusters Score -2564512 nChanged 60
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Mstep: Class 2 contains 21244 members 
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	Iteration 86Q: 3 clusters Score -2564506 nChanged 82
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Mstep: Class 1 contains 17966 members 
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Mstep: Class 2 contains 21085 members 
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Mstep: Class 1 contains 18131 members 
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	Iteration 90Q: 3 clusters Score -2564510 nChanged 86
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	Iteration 91Q: 3 clusters Score -2564507 nChanged 78
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Mstep: Class 1 contains 18373 members 
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	Iteration 92Q: 3 clusters Score -2564496 nChanged 68
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	Iteration 93Q: 3 clusters Score -2564488 nChanged 72
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Mstep: Class 1 contains 18513 members 
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	Iteration 94Q: 3 clusters Score -2564488 nChanged 96
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Mstep: Class 1 contains 18609 members 
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	Iteration 95Q: 3 clusters Score -2564495 nChanged 121
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Mstep: Class 1 contains 18730 members 
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	Iteration 96Q: 3 clusters Score -2564475 nChanged 135
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Mstep: Class 1 contains 18865 members 
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	Iteration 97Q: 3 clusters Score -2564485 nChanged 102
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Mstep: Class 1 contains 18967 members 
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	Iteration 98Q: 3 clusters Score -2564478 nChanged 77
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Mstep: Class 1 contains 19044 members 
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	Iteration 99Q: 3 clusters Score -2564473 nChanged 72
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	Iteration 100F: 3 clusters Score -2564474 nChanged 83
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Mstep: Class 1 contains 19199 members 
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	Iteration 101Q: 3 clusters Score -2564471 nChanged 107
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	Iteration 102Q: 3 clusters Score -2564466 nChanged 94
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	Iteration 103Q: 3 clusters Score -2564474 nChanged 107
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	Iteration 104Q: 3 clusters Score -2564478 nChanged 94
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	Iteration 105Q: 3 clusters Score -2564464 nChanged 110
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	Iteration 106Q: 3 clusters Score -2564459 nChanged 103
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	Iteration 107Q: 3 clusters Score -2564450 nChanged 103
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	Iteration 108Q: 3 clusters Score -2564445 nChanged 86
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Mstep: Class 1 contains 20003 members 
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	Iteration 109Q: 3 clusters Score -2564444 nChanged 77
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	Iteration 110Q: 3 clusters Score -2564449 nChanged 74
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	Iteration 111Q: 3 clusters Score -2564452 nChanged 98
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	Iteration 112Q: 3 clusters Score -2564441 nChanged 114
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	Iteration 113Q: 3 clusters Score -2564443 nChanged 124
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	Iteration 114Q: 3 clusters Score -2564439 nChanged 127
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	Iteration 115Q: 3 clusters Score -2564443 nChanged 150
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	Iteration 116Q: 3 clusters Score -2564436 nChanged 124
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	Iteration 117Q: 3 clusters Score -2564446 nChanged 120
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	Iteration 118Q: 3 clusters Score -2564448 nChanged 130
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	Iteration 119Q: 3 clusters Score -2564439 nChanged 155
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	Iteration 120F: 3 clusters Score -2564444 nChanged 136
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	Iteration 121Q: 3 clusters Score -2564450 nChanged 150
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	Iteration 122Q: 3 clusters Score -2564449 nChanged 136
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	Iteration 123Q: 3 clusters Score -2564456 nChanged 125
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	Iteration 124Q: 3 clusters Score -2564450 nChanged 124
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	Iteration 125Q: 3 clusters Score -2564449 nChanged 147
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	Iteration 126Q: 3 clusters Score -2564455 nChanged 126
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2564451 nChanged 115
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	Iteration 128Q: 3 clusters Score -2564454 nChanged 115
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	Iteration 129Q: 3 clusters Score -2564448 nChanged 135
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	Iteration 130Q: 3 clusters Score -2564448 nChanged 126
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	Iteration 131Q: 3 clusters Score -2564454 nChanged 130
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	Iteration 132Q: 3 clusters Score -2564444 nChanged 126
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	Iteration 133Q: 3 clusters Score -2564444 nChanged 122
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	Iteration 134Q: 3 clusters Score -2564442 nChanged 115
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	Iteration 135Q: 3 clusters Score -2564442 nChanged 114
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	Iteration 136Q: 3 clusters Score -2564446 nChanged 112
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	Iteration 137Q: 3 clusters Score -2564443 nChanged 100
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	Iteration 138Q: 3 clusters Score -2564439 nChanged 105
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	Iteration 139Q: 3 clusters Score -2564434 nChanged 101
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2564432 nChanged 84
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	Iteration 141Q: 3 clusters Score -2564420 nChanged 94
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2564419 nChanged 89
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	Iteration 143Q: 3 clusters Score -2564414 nChanged 84
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	Iteration 144Q: 3 clusters Score -2564419 nChanged 80
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2564409 nChanged 84
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Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2564411.500000 Penalty: 962.288025
	Iteration 146Q: 3 clusters Score -2564412 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2564412.250000 Penalty: 962.288025
	Iteration 147Q: 3 clusters Score -2564412 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2564404.250000 Penalty: 962.288025
	Iteration 148Q: 3 clusters Score -2564404 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2564402.750000 Penalty: 962.288025
	Iteration 149Q: 3 clusters Score -2564403 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2564399.250000 Penalty: 962.288025
	Iteration 150Q: 3 clusters Score -2564399 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2564402.000000 Penalty: 962.288025
	Iteration 151Q: 3 clusters Score -2564402 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2564398.250000 Penalty: 962.288025
	Iteration 152Q: 3 clusters Score -2564398 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2564396.500000 Penalty: 962.288025
	Iteration 153Q: 3 clusters Score -2564396 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2564387.250000 Penalty: 962.288025
	Iteration 154Q: 3 clusters Score -2564387 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2564387.250000 Penalty: 962.288025
	Iteration 155Q: 3 clusters Score -2564387 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2564391.750000 Penalty: 962.288025
	Iteration 156Q: 3 clusters Score -2564392 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2564392.750000 Penalty: 962.288025
	Iteration 157Q: 3 clusters Score -2564393 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2564392.750000 Penalty: 962.288025
	Iteration 158Q: 3 clusters Score -2564393 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2564396.500000 Penalty: 962.288025
	Iteration 159Q: 3 clusters Score -2564396 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2564399.250000 Penalty: 962.288025
	Iteration 160F: 3 clusters Score -2564399 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2564400.250000 Penalty: 962.288025
	Iteration 161Q: 3 clusters Score -2564400 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2564405.500000 Penalty: 962.288025
	Iteration 162Q: 3 clusters Score -2564406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2564403.250000 Penalty: 962.288025
	Iteration 163Q: 3 clusters Score -2564403 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2564396.500000 Penalty: 962.288025
	Iteration 164Q: 3 clusters Score -2564396 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2564394.750000 Penalty: 962.288025
	Iteration 165Q: 3 clusters Score -2564395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2564389.250000 Penalty: 962.288025
	Iteration 166Q: 3 clusters Score -2564389 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2564395.500000 Penalty: 962.288025
	Iteration 167Q: 3 clusters Score -2564396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2564400.000000 Penalty: 962.288025
	Iteration 168Q: 3 clusters Score -2564400 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2564390.000000 Penalty: 962.288025
	Iteration 169Q: 3 clusters Score -2564390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2564393.750000 Penalty: 962.288025
	Iteration 170Q: 3 clusters Score -2564394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2564398.000000 Penalty: 962.288025
	Iteration 171Q: 3 clusters Score -2564398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2564396.500000 Penalty: 962.288025
	Iteration 172Q: 3 clusters Score -2564396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2564388.500000 Penalty: 962.288025
	Iteration 173Q: 3 clusters Score -2564388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2564383.000000 Penalty: 962.288025
	Iteration 174Q: 3 clusters Score -2564383 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2564384.750000 Penalty: 962.288025
	Iteration 175Q: 3 clusters Score -2564385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2564383.000000 Penalty: 962.288025
	Iteration 176Q: 3 clusters Score -2564383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2564380.750000 Penalty: 962.288025
	Iteration 177Q: 3 clusters Score -2564381 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2564381.000000 Penalty: 962.288025
	Iteration 178Q: 3 clusters Score -2564381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2564378.250000 Penalty: 962.288025
	Iteration 179Q: 3 clusters Score -2564378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2564374.750000 Penalty: 962.288025
	Iteration 180F: 3 clusters Score -2564375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2564373.250000 Penalty: 962.288025
	Iteration 181Q: 3 clusters Score -2564373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2564373.750000 Penalty: 962.288025
	Iteration 182Q: 3 clusters Score -2564374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2564371.500000 Penalty: 962.288025
	Iteration 183Q: 3 clusters Score -2564372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2564375.000000 Penalty: 962.288025
	Iteration 184Q: 3 clusters Score -2564375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2564374.500000 Penalty: 962.288025
	Iteration 185Q: 3 clusters Score -2564374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2564372.500000 Penalty: 962.288025
	Iteration 186Q: 3 clusters Score -2564372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2564372.000000 Penalty: 962.288025
	Iteration 187Q: 3 clusters Score -2564372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2564374.000000 Penalty: 962.288025
	Iteration 188Q: 3 clusters Score -2564374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2564375.000000 Penalty: 962.288025
	Iteration 189Q: 3 clusters Score -2564375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2564373.000000 Penalty: 962.288025
	Iteration 190Q: 3 clusters Score -2564373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2564373.750000 Penalty: 962.288025
	Iteration 191Q: 3 clusters Score -2564374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2564371.250000 Penalty: 962.288025
	Iteration 192Q: 3 clusters Score -2564371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2564372.250000 Penalty: 962.288025
	Iteration 193Q: 3 clusters Score -2564372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2564373.500000 Penalty: 962.288025
	Iteration 194Q: 3 clusters Score -2564374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2564373.000000 Penalty: 962.288025
	Iteration 195Q: 3 clusters Score -2564373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2564373.000000 Penalty: 962.288025
	Iteration 196F: 3 clusters Score -2564373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Entering Unmasked Estep 
Score: -299125.656250 Penalty: 383.291138
	Iteration 0F: 2 clusters Score -299125.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -296014.125000 Penalty: 766.582275
	Iteration 0F: 3 clusters Score -296014.1 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -297126.250000 Penalty: 766.582275
	Iteration 1F: 3 clusters Score -297126.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -297237.187500 Penalty: 766.582275
	Iteration 2F: 3 clusters Score -297237.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -297335.406250 Penalty: 766.582275
	Iteration 3F: 3 clusters Score -297335.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -297430.250000 Penalty: 766.582275
	Iteration 4Q: 3 clusters Score -297430.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -297560.500000 Penalty: 766.582275
	Iteration 5Q: 3 clusters Score -297560.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -297710.562500 Penalty: 766.582275
	Iteration 6Q: 3 clusters Score -297710.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -297882.312500 Penalty: 766.582275
	Iteration 7Q: 3 clusters Score -297882.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -298080.062500 Penalty: 766.582275
	Iteration 8Q: 3 clusters Score -298080.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -298250.187500 Penalty: 766.582275
	Iteration 9F: 3 clusters Score -298250.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -298363.437500 Penalty: 766.582275
	Iteration 10Q: 3 clusters Score -298363.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -298436.281250 Penalty: 766.582275
	Iteration 11Q: 3 clusters Score -298436.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -298480.562500 Penalty: 766.582275
	Iteration 12Q: 3 clusters Score -298480.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -298510.656250 Penalty: 766.582275
	Iteration 13Q: 3 clusters Score -298510.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -298541.812500 Penalty: 766.582275
	Iteration 14Q: 3 clusters Score -298541.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -298561.968750 Penalty: 766.582275
	Iteration 15Q: 3 clusters Score -298562 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -298589.625000 Penalty: 766.582275
	Iteration 16Q: 3 clusters Score -298589.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -298616.625000 Penalty: 766.582275
	Iteration 17Q: 3 clusters Score -298616.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -298644.375000 Penalty: 766.582275
	Iteration 18Q: 3 clusters Score -298644.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -298674.375000 Penalty: 766.582275
	Iteration 19Q: 3 clusters Score -298674.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -298703.343750 Penalty: 766.582275
	Iteration 20F: 3 clusters Score -298703.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -298724.250000 Penalty: 766.582275
	Iteration 21Q: 3 clusters Score -298724.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -298740.562500 Penalty: 766.582275
	Iteration 22Q: 3 clusters Score -298740.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -298754.750000 Penalty: 766.582275
	Iteration 23Q: 3 clusters Score -298754.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -298766.750000 Penalty: 766.582275
	Iteration 24Q: 3 clusters Score -298766.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -298775.625000 Penalty: 766.582275
	Iteration 25Q: 3 clusters Score -298775.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -298786.000000 Penalty: 766.582275
	Iteration 26Q: 3 clusters Score -298786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -298793.125000 Penalty: 766.582275
	Iteration 27Q: 3 clusters Score -298793.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -298797.031250 Penalty: 766.582275
	Iteration 28Q: 3 clusters Score -298797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -298800.250000 Penalty: 766.582275
	Iteration 29Q: 3 clusters Score -298800.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -298802.406250 Penalty: 766.582275
	Iteration 30Q: 3 clusters Score -298802.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -298803.781250 Penalty: 766.582275
	Iteration 31Q: 3 clusters Score -298803.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -298804.625000 Penalty: 766.582275
	Iteration 32Q: 3 clusters Score -298804.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -298806.843750 Penalty: 766.582275
	Iteration 33Q: 3 clusters Score -298806.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -298809.531250 Penalty: 766.582275
	Iteration 34Q: 3 clusters Score -298809.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -298811.218750 Penalty: 766.582275
	Iteration 35Q: 3 clusters Score -298811.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -298811.406250 Penalty: 766.582275
	Iteration 36Q: 3 clusters Score -298811.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -298812.000000 Penalty: 766.582275
	Iteration 37Q: 3 clusters Score -298812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -298811.812500 Penalty: 766.582275
	Iteration 38Q: 3 clusters Score -298811.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -298812.750000 Penalty: 766.582275
	Iteration 39Q: 3 clusters Score -298812.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -298813.062500 Penalty: 766.582275
	Iteration 40F: 3 clusters Score -298813.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -298813.218750 Penalty: 766.582275
	Iteration 41Q: 3 clusters Score -298813.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -298813.218750 Penalty: 766.582275
	Iteration 42F: 3 clusters Score -298813.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -9063.481445 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -9063.481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8817.320312 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -8817.32 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8886.529297 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -8886.529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8900.529297 Penalty: 462.407776
	Iteration 2F: 3 clusters Score -8900.529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8904.445312 Penalty: 462.407776
	Iteration 3Q: 3 clusters Score -8904.445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8906.578125 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -8906.578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8906.578125 Penalty: 462.407776
	Iteration 5F: 3 clusters Score -8906.578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Entering Unmasked Estep 
Score: -729382.250000 Penalty: 424.174103
	Iteration 0F: 2 clusters Score -729382.2 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 5599 members 
Entering Unmasked Estep 
Score: -721939.500000 Penalty: 848.348206
	Iteration 0F: 3 clusters Score -721939.5 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -724815.375000 Penalty: 848.348206
	Iteration 1F: 3 clusters Score -724815.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -724925.625000 Penalty: 848.348206
	Iteration 2Q: 3 clusters Score -724925.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -725047.000000 Penalty: 848.348206
	Iteration 3Q: 3 clusters Score -725047 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -725230.000000 Penalty: 848.348206
	Iteration 4Q: 3 clusters Score -725230 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -725554.125000 Penalty: 848.348206
	Iteration 5Q: 3 clusters Score -725554.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -726149.875000 Penalty: 848.348206
	Iteration 6Q: 3 clusters Score -726149.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -726968.437500 Penalty: 848.348206
	Iteration 7F: 3 clusters Score -726968.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -727647.625000 Penalty: 848.348206
	Iteration 8F: 3 clusters Score -727647.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -728034.750000 Penalty: 848.348206
	Iteration 9F: 3 clusters Score -728034.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -728242.500000 Penalty: 848.348206
	Iteration 10Q: 3 clusters Score -728242.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -728388.562500 Penalty: 848.348206
	Iteration 11Q: 3 clusters Score -728388.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -728534.937500 Penalty: 848.348206
	Iteration 12Q: 3 clusters Score -728534.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -728689.062500 Penalty: 848.348206
	Iteration 13Q: 3 clusters Score -728689.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -728843.062500 Penalty: 848.348206
	Iteration 14Q: 3 clusters Score -728843.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -728988.312500 Penalty: 848.348206
	Iteration 15Q: 3 clusters Score -728988.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -729109.375000 Penalty: 848.348206
	Iteration 16Q: 3 clusters Score -729109.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -729188.625000 Penalty: 848.348206
	Iteration 17Q: 3 clusters Score -729188.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -729232.062500 Penalty: 848.348206
	Iteration 18Q: 3 clusters Score -729232.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -729257.250000 Penalty: 848.348206
	Iteration 19Q: 3 clusters Score -729257.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -729278.312500 Penalty: 848.348206
	Iteration 20F: 3 clusters Score -729278.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -729290.875000 Penalty: 848.348206
	Iteration 21Q: 3 clusters Score -729290.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -729297.500000 Penalty: 848.348206
	Iteration 22Q: 3 clusters Score -729297.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -729298.250000 Penalty: 848.348206
	Iteration 23Q: 3 clusters Score -729298.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -729300.875000 Penalty: 848.348206
	Iteration 24Q: 3 clusters Score -729300.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -729301.812500 Penalty: 848.348206
	Iteration 25Q: 3 clusters Score -729301.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -729302.437500 Penalty: 848.348206
	Iteration 26Q: 3 clusters Score -729302.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -729304.375000 Penalty: 848.348206
	Iteration 27Q: 3 clusters Score -729304.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -729303.812500 Penalty: 848.348206
	Iteration 28Q: 3 clusters Score -729303.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -729303.125000 Penalty: 848.348206
	Iteration 29Q: 3 clusters Score -729303.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -729306.562500 Penalty: 848.348206
	Iteration 30Q: 3 clusters Score -729306.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -729307.062500 Penalty: 848.348206
	Iteration 31Q: 3 clusters Score -729307.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -729308.000000 Penalty: 848.348206
	Iteration 32Q: 3 clusters Score -729308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -729309.250000 Penalty: 848.348206
	Iteration 33Q: 3 clusters Score -729309.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -729310.375000 Penalty: 848.348206
	Iteration 34Q: 3 clusters Score -729310.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -729309.375000 Penalty: 848.348206
	Iteration 35Q: 3 clusters Score -729309.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -729310.000000 Penalty: 848.348206
	Iteration 36Q: 3 clusters Score -729310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -729309.312500 Penalty: 848.348206
	Iteration 37Q: 3 clusters Score -729309.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -729309.625000 Penalty: 848.348206
	Iteration 38Q: 3 clusters Score -729309.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -729309.625000 Penalty: 848.348206
	Iteration 39F: 3 clusters Score -729309.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (34735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Entering Unmasked Estep 
Score: -2329287.750000 Penalty: 475.725403
	Iteration 0F: 2 clusters Score -2329288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2305878.750000 Penalty: 951.450806
	Iteration 0F: 3 clusters Score -2305879 nChanged 16819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2315910.500000 Penalty: 951.450806
	Iteration 1F: 3 clusters Score -2315910 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2316337.750000 Penalty: 951.450806
	Iteration 2Q: 3 clusters Score -2316338 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2316971.750000 Penalty: 951.450806
	Iteration 3Q: 3 clusters Score -2316972 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2317905.500000 Penalty: 951.450806
	Iteration 4F: 3 clusters Score -2317906 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -2319329.250000 Penalty: 951.450806
	Iteration 5F: 3 clusters Score -2319329 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -2321140.250000 Penalty: 951.450806
	Iteration 6F: 3 clusters Score -2321140 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -2322822.750000 Penalty: 951.450806
	Iteration 7F: 3 clusters Score -2322823 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -2324095.500000 Penalty: 951.450806
	Iteration 8Q: 3 clusters Score -2324096 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -2324983.000000 Penalty: 951.450806
	Iteration 9Q: 3 clusters Score -2324983 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -2325698.250000 Penalty: 951.450806
	Iteration 10Q: 3 clusters Score -2325698 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -2326288.250000 Penalty: 951.450806
	Iteration 11Q: 3 clusters Score -2326288 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -2326762.250000 Penalty: 951.450806
	Iteration 12Q: 3 clusters Score -2326762 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -2327146.750000 Penalty: 951.450806
	Iteration 13Q: 3 clusters Score -2327147 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -2327453.500000 Penalty: 951.450806
	Iteration 14Q: 3 clusters Score -2327454 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -2327759.500000 Penalty: 951.450806
	Iteration 15Q: 3 clusters Score -2327760 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -2328027.750000 Penalty: 951.450806
	Iteration 16Q: 3 clusters Score -2328028 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -2328256.000000 Penalty: 951.450806
	Iteration 17Q: 3 clusters Score -2328256 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -2328442.750000 Penalty: 951.450806
	Iteration 18Q: 3 clusters Score -2328443 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -2328592.500000 Penalty: 951.450806
	Iteration 19Q: 3 clusters Score -2328592 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -2328696.500000 Penalty: 951.450806
	Iteration 20F: 3 clusters Score -2328696 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -2328756.500000 Penalty: 951.450806
	Iteration 21Q: 3 clusters Score -2328756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -2328787.750000 Penalty: 951.450806
	Iteration 22Q: 3 clusters Score -2328788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -2328811.500000 Penalty: 951.450806
	Iteration 23Q: 3 clusters Score -2328812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -2328829.750000 Penalty: 951.450806
	Iteration 24Q: 3 clusters Score -2328830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -2328840.750000 Penalty: 951.450806
	Iteration 25Q: 3 clusters Score -2328841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -2328845.000000 Penalty: 951.450806
	Iteration 26Q: 3 clusters Score -2328845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -2328850.500000 Penalty: 951.450806
	Iteration 27Q: 3 clusters Score -2328850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -2328852.500000 Penalty: 951.450806
	Iteration 28Q: 3 clusters Score -2328852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -2328854.000000 Penalty: 951.450806
	Iteration 29Q: 3 clusters Score -2328854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -2328856.000000 Penalty: 951.450806
	Iteration 30Q: 3 clusters Score -2328856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -2328859.750000 Penalty: 951.450806
	Iteration 31Q: 3 clusters Score -2328860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -2328862.500000 Penalty: 951.450806
	Iteration 32Q: 3 clusters Score -2328862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -2328866.000000 Penalty: 951.450806
	Iteration 33Q: 3 clusters Score -2328866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -2328869.250000 Penalty: 951.450806
	Iteration 34Q: 3 clusters Score -2328869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -2328874.500000 Penalty: 951.450806
	Iteration 35Q: 3 clusters Score -2328874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -2328877.000000 Penalty: 951.450806
	Iteration 36Q: 3 clusters Score -2328877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -2328880.250000 Penalty: 951.450806
	Iteration 37Q: 3 clusters Score -2328880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -2328882.000000 Penalty: 951.450806
	Iteration 38Q: 3 clusters Score -2328882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -2328884.000000 Penalty: 951.450806
	Iteration 39Q: 3 clusters Score -2328884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -2328884.500000 Penalty: 951.450806
	Iteration 40F: 3 clusters Score -2328884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -2328884.250000 Penalty: 951.450806
	Iteration 41Q: 3 clusters Score -2328884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -2328884.250000 Penalty: 951.450806
	Iteration 42F: 3 clusters Score -2328884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 59865 members 
Mstep: Class 3 contains 3455 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 21654 members 
Mstep: Class 6 contains 48352 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 3351 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50576 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 18545 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 81986 members 
Mstep: Class 16 contains 4706 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 5989 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 69504 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 33882 members 
Mstep: Class 24 contains 4644 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 69384 members 
Mstep: Class 28 contains 39128 members 
Mstep: Class 29 contains 4555 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11187 members 
Mstep: Class 32 contains 34735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35848312.000000 Penalty: 19322.265625
Iteration 199Q: 33 clusters Score -3.584831e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 60037 members 
Mstep: Class 3 contains 3460 members 
Mstep: Class 4 contains 6928 members 
Mstep: Class 5 contains 21687 members 
Mstep: Class 6 contains 48165 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 3361 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50733 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1331 members 
Mstep: Class 13 contains 18537 members 
Mstep: Class 14 contains 841 members 
Mstep: Class 15 contains 84023 members 
Mstep: Class 16 contains 4528 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 5937 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 65893 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 33856 members 
Mstep: Class 24 contains 4414 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 69693 members 
Mstep: Class 28 contains 39056 members 
Mstep: Class 29 contains 4483 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11239 members 
Mstep: Class 32 contains 36584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35847840.000000 Penalty: 19322.265625
Iteration 200F: 33 clusters Score -3.584784e+07 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 60225 members 
Mstep: Class 3 contains 3462 members 
Mstep: Class 4 contains 6713 members 
Mstep: Class 5 contains 21717 members 
Mstep: Class 6 contains 47154 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 3372 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50794 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 18530 members 
Mstep: Class 14 contains 841 members 
Mstep: Class 15 contains 86751 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 5874 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 61494 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 33888 members 
Mstep: Class 24 contains 4232 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 70452 members 
Mstep: Class 28 contains 38978 members 
Mstep: Class 29 contains 4399 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11283 members 
Mstep: Class 32 contains 38935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35846684.000000 Penalty: 19322.265625
Iteration 201Q: 33 clusters Score -3.584668e+07 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 60430 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 6486 members 
Mstep: Class 5 contains 21748 members 
Mstep: Class 6 contains 46032 members 
Mstep: Class 7 contains 1712 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50806 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 18529 members 
Mstep: Class 14 contains 841 members 
Mstep: Class 15 contains 90093 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 5839 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 56335 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 33986 members 
Mstep: Class 24 contains 4049 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 70952 members 
Mstep: Class 28 contains 38905 members 
Mstep: Class 29 contains 4307 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11322 members 
Mstep: Class 32 contains 41725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35845640.000000 Penalty: 19322.265625
Iteration 202Q: 33 clusters Score -3.584564e+07 nChanged 11476
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 60659 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 6257 members 
Mstep: Class 5 contains 21776 members 
Mstep: Class 6 contains 44831 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 3390 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50786 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1331 members 
Mstep: Class 13 contains 18528 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 93671 members 
Mstep: Class 16 contains 4087 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 5792 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 51444 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34054 members 
Mstep: Class 24 contains 3906 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 70735 members 
Mstep: Class 28 contains 38822 members 
Mstep: Class 29 contains 4234 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11367 members 
Mstep: Class 32 contains 44816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35845380.000000 Penalty: 19322.265625
Iteration 203Q: 33 clusters Score -3.584538e+07 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 60914 members 
Mstep: Class 3 contains 3471 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21815 members 
Mstep: Class 6 contains 43737 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 3400 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50595 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1329 members 
Mstep: Class 13 contains 18528 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 96163 members 
Mstep: Class 16 contains 3954 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 5719 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 48295 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34090 members 
Mstep: Class 24 contains 3721 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 70069 members 
Mstep: Class 28 contains 38738 members 
Mstep: Class 29 contains 4154 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11414 members 
Mstep: Class 32 contains 47850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35844820.000000 Penalty: 19322.265625
Iteration 204Q: 33 clusters Score -3.584482e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 61194 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 21850 members 
Mstep: Class 6 contains 42630 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 3411 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 50301 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 18532 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 98083 members 
Mstep: Class 16 contains 3814 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 5660 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 45968 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34102 members 
Mstep: Class 24 contains 3532 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 69274 members 
Mstep: Class 28 contains 38662 members 
Mstep: Class 29 contains 4113 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11452 members 
Mstep: Class 32 contains 50852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35844248.000000 Penalty: 19322.265625
Iteration 205Q: 33 clusters Score -3.584425e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 61497 members 
Mstep: Class 3 contains 3483 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 21871 members 
Mstep: Class 6 contains 41655 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 3419 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49994 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 18536 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 99481 members 
Mstep: Class 16 contains 3665 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 5579 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 44138 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34118 members 
Mstep: Class 24 contains 3297 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 68614 members 
Mstep: Class 28 contains 38572 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11475 members 
Mstep: Class 32 contains 53713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843824.000000 Penalty: 19322.265625
Iteration 206Q: 33 clusters Score -3.584382e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 61847 members 
Mstep: Class 3 contains 3485 members 
Mstep: Class 4 contains 5116 members 
Mstep: Class 5 contains 21902 members 
Mstep: Class 6 contains 40798 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 3424 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49643 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 18536 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 100606 members 
Mstep: Class 16 contains 3536 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 5472 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 42612 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34150 members 
Mstep: Class 24 contains 3087 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 67716 members 
Mstep: Class 28 contains 38482 members 
Mstep: Class 29 contains 4078 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11506 members 
Mstep: Class 32 contains 56636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843176.000000 Penalty: 19322.265625
Iteration 207Q: 33 clusters Score -3.584318e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 62183 members 
Mstep: Class 3 contains 3498 members 
Mstep: Class 4 contains 4809 members 
Mstep: Class 5 contains 21913 members 
Mstep: Class 6 contains 40022 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 3424 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49330 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 18543 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 101203 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 5391 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 41405 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34139 members 
Mstep: Class 24 contains 2904 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 66756 members 
Mstep: Class 28 contains 38398 members 
Mstep: Class 29 contains 4065 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11538 members 
Mstep: Class 32 contains 59671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35842824.000000 Penalty: 19322.265625
Iteration 208Q: 33 clusters Score -3.584282e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 62516 members 
Mstep: Class 3 contains 3513 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 21920 members 
Mstep: Class 6 contains 39284 members 
Mstep: Class 7 contains 1708 members 
Mstep: Class 8 contains 3428 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 49056 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 18553 members 
Mstep: Class 14 contains 842 members 
Mstep: Class 15 contains 101573 members 
Mstep: Class 16 contains 3359 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 5318 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 40217 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34106 members 
Mstep: Class 24 contains 2739 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 65786 members 
Mstep: Class 28 contains 38309 members 
Mstep: Class 29 contains 4077 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11558 members 
Mstep: Class 32 contains 62809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35842920.000000 Penalty: 19322.265625
Iteration 209Q: 33 clusters Score -3.584292e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 62862 members 
Mstep: Class 3 contains 3528 members 
Mstep: Class 4 contains 4187 members 
Mstep: Class 5 contains 21930 members 
Mstep: Class 6 contains 38590 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 8 contains 3433 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48781 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 18562 members 
Mstep: Class 14 contains 842 members 
Mstep: Class 15 contains 101762 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 5241 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 38913 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34063 members 
Mstep: Class 24 contains 2579 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 65003 members 
Mstep: Class 28 contains 38202 members 
Mstep: Class 29 contains 4103 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11575 members 
Mstep: Class 32 contains 66015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35842820.000000 Penalty: 19322.265625
Iteration 210Q: 33 clusters Score -3.584282e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 63168 members 
Mstep: Class 3 contains 3543 members 
Mstep: Class 4 contains 3878 members 
Mstep: Class 5 contains 21948 members 
Mstep: Class 6 contains 37928 members 
Mstep: Class 7 contains 1709 members 
Mstep: Class 8 contains 3439 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48513 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 18572 members 
Mstep: Class 14 contains 842 members 
Mstep: Class 15 contains 102240 members 
Mstep: Class 16 contains 3269 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 5174 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 37574 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34010 members 
Mstep: Class 24 contains 2450 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 64119 members 
Mstep: Class 28 contains 38082 members 
Mstep: Class 29 contains 4139 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11582 members 
Mstep: Class 32 contains 69008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35842436.000000 Penalty: 19322.265625
Iteration 211Q: 33 clusters Score -3.584244e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 63463 members 
Mstep: Class 3 contains 3556 members 
Mstep: Class 4 contains 3581 members 
Mstep: Class 5 contains 21970 members 
Mstep: Class 6 contains 37364 members 
Mstep: Class 7 contains 1709 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48284 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 18584 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 102700 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 5108 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 36257 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 33958 members 
Mstep: Class 24 contains 2320 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 63464 members 
Mstep: Class 28 contains 37945 members 
Mstep: Class 29 contains 4202 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11595 members 
Mstep: Class 32 contains 71619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35842284.000000 Penalty: 19322.265625
Iteration 212Q: 33 clusters Score -3.584228e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 63737 members 
Mstep: Class 3 contains 3568 members 
Mstep: Class 4 contains 3311 members 
Mstep: Class 5 contains 21980 members 
Mstep: Class 6 contains 36837 members 
Mstep: Class 7 contains 1708 members 
Mstep: Class 8 contains 3450 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48074 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 18601 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 102999 members 
Mstep: Class 16 contains 3193 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 34984 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 33886 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 63157 members 
Mstep: Class 28 contains 37807 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 11602 members 
Mstep: Class 32 contains 73959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35842384.000000 Penalty: 19322.265625
Iteration 213Q: 33 clusters Score -3.584238e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 64026 members 
Mstep: Class 3 contains 3568 members 
Mstep: Class 4 contains 3047 members 
Mstep: Class 5 contains 21991 members 
Mstep: Class 6 contains 36314 members 
Mstep: Class 7 contains 1706 members 
Mstep: Class 8 contains 3457 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47895 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 18611 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 103217 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 4955 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 33728 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 33821 members 
Mstep: Class 24 contains 2097 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 63137 members 
Mstep: Class 28 contains 37644 members 
Mstep: Class 29 contains 4321 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 11613 members 
Mstep: Class 32 contains 76081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843060.000000 Penalty: 19322.265625
Iteration 214Q: 33 clusters Score -3.584306e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 64288 members 
Mstep: Class 3 contains 3572 members 
Mstep: Class 4 contains 2803 members 
Mstep: Class 5 contains 21982 members 
Mstep: Class 6 contains 35843 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 3468 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47735 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 18625 members 
Mstep: Class 14 contains 836 members 
Mstep: Class 15 contains 102684 members 
Mstep: Class 16 contains 3078 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 4865 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 32510 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 33808 members 
Mstep: Class 24 contains 1978 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 63744 members 
Mstep: Class 28 contains 37497 members 
Mstep: Class 29 contains 4368 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11603 members 
Mstep: Class 32 contains 78219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843976.000000 Penalty: 19322.265625
Iteration 215Q: 33 clusters Score -3.584398e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 64516 members 
Mstep: Class 3 contains 3579 members 
Mstep: Class 4 contains 2591 members 
Mstep: Class 5 contains 21969 members 
Mstep: Class 6 contains 35398 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 3481 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47557 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 18651 members 
Mstep: Class 14 contains 836 members 
Mstep: Class 15 contains 101150 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 31266 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 33895 members 
Mstep: Class 24 contains 1847 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 64949 members 
Mstep: Class 28 contains 37352 members 
Mstep: Class 29 contains 4415 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11587 members 
Mstep: Class 32 contains 80668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35844984.000000 Penalty: 19322.265625
Iteration 216Q: 33 clusters Score -3.584498e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 64734 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 21944 members 
Mstep: Class 6 contains 34998 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 3484 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47381 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 18680 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 99304 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 4708 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 30023 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34161 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 66812 members 
Mstep: Class 28 contains 37152 members 
Mstep: Class 29 contains 4447 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11594 members 
Mstep: Class 32 contains 82620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35845200.000000 Penalty: 19322.265625
Iteration 217Q: 33 clusters Score -3.58452e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 64911 members 
Mstep: Class 3 contains 3591 members 
Mstep: Class 4 contains 2235 members 
Mstep: Class 5 contains 21916 members 
Mstep: Class 6 contains 34507 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 3488 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47214 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1299 members 
Mstep: Class 13 contains 18707 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 15 contains 99000 members 
Mstep: Class 16 contains 2873 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 4617 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 28900 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34429 members 
Mstep: Class 24 contains 1578 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 69093 members 
Mstep: Class 28 contains 36959 members 
Mstep: Class 29 contains 4476 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11599 members 
Mstep: Class 32 contains 82582 members 
Entering Unmasked Estep 
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Score: -35845032.000000 Penalty: 19322.265625
Iteration 218Q: 33 clusters Score -3.584503e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 65086 members 
Mstep: Class 3 contains 3594 members 
Mstep: Class 4 contains 2096 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 33888 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 3492 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47101 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 18725 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 99644 members 
Mstep: Class 16 contains 2811 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 4496 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 28048 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34614 members 
Mstep: Class 24 contains 1442 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 71373 members 
Mstep: Class 28 contains 36796 members 
Mstep: Class 29 contains 4491 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11601 members 
Mstep: Class 32 contains 81498 members 
Entering Unmasked Estep 
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Iteration 219Q: 33 clusters Score -3.584522e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 65255 members 
Mstep: Class 3 contains 3594 members 
Mstep: Class 4 contains 1970 members 
Mstep: Class 5 contains 21836 members 
Mstep: Class 6 contains 33161 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 3496 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46988 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 18741 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 100248 members 
Mstep: Class 16 contains 2745 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 4389 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 27470 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34683 members 
Mstep: Class 24 contains 1309 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 73398 members 
Mstep: Class 28 contains 36612 members 
Mstep: Class 29 contains 4512 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11610 members 
Mstep: Class 32 contains 80661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35849028.000000 Penalty: 19322.265625
Iteration 220F: 33 clusters Score -3.584903e+07 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 65422 members 
Mstep: Class 3 contains 3596 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 21777 members 
Mstep: Class 6 contains 32315 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 3493 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46834 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 18751 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 96737 members 
Mstep: Class 16 contains 2679 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 4293 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 25213 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34675 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 75164 members 
Mstep: Class 28 contains 36407 members 
Mstep: Class 29 contains 4533 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11637 members 
Mstep: Class 32 contains 86150 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 221Q: 33 clusters Score -3.584898e+07 nChanged 15593
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 65566 members 
Mstep: Class 3 contains 3603 members 
Mstep: Class 4 contains 1761 members 
Mstep: Class 5 contains 21730 members 
Mstep: Class 6 contains 31377 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 3490 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46718 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1287 members 
Mstep: Class 13 contains 18762 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 90798 members 
Mstep: Class 16 contains 2621 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 4167 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 22769 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34765 members 
Mstep: Class 24 contains 991 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 78142 members 
Mstep: Class 28 contains 36212 members 
Mstep: Class 29 contains 4552 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11659 members 
Mstep: Class 32 contains 93018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35850328.000000 Penalty: 19322.265625
Iteration 222Q: 33 clusters Score -3.585033e+07 nChanged 14974
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 65685 members 
Mstep: Class 3 contains 3611 members 
Mstep: Class 4 contains 1688 members 
Mstep: Class 5 contains 21691 members 
Mstep: Class 6 contains 30976 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 3486 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46549 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 18764 members 
Mstep: Class 14 contains 816 members 
Mstep: Class 15 contains 86281 members 
Mstep: Class 16 contains 2602 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 4151 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 20021 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 35137 members 
Mstep: Class 24 contains 914 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 80916 members 
Mstep: Class 28 contains 36060 members 
Mstep: Class 29 contains 4574 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11675 members 
Mstep: Class 32 contains 97935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35850772.000000 Penalty: 19322.265625
Iteration 223Q: 33 clusters Score -3.585077e+07 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 65792 members 
Mstep: Class 3 contains 3627 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 21667 members 
Mstep: Class 6 contains 30962 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 3486 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46362 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 18765 members 
Mstep: Class 14 contains 813 members 
Mstep: Class 15 contains 84036 members 
Mstep: Class 16 contains 2607 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 4190 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 17931 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 35657 members 
Mstep: Class 24 contains 907 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 83035 members 
Mstep: Class 28 contains 35868 members 
Mstep: Class 29 contains 4595 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11697 members 
Mstep: Class 32 contains 99937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35850044.000000 Penalty: 19322.265625
Iteration 224Q: 33 clusters Score -3.585004e+07 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 65880 members 
Mstep: Class 3 contains 3640 members 
Mstep: Class 4 contains 1530 members 
Mstep: Class 5 contains 21649 members 
Mstep: Class 6 contains 31312 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 3484 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46188 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 18768 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 82634 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 16525 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 36310 members 
Mstep: Class 24 contains 943 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 85129 members 
Mstep: Class 28 contains 35676 members 
Mstep: Class 29 contains 4610 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11714 members 
Mstep: Class 32 contains 99817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35850028.000000 Penalty: 19322.265625
Iteration 225Q: 33 clusters Score -3.585003e+07 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 65973 members 
Mstep: Class 3 contains 3653 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 21618 members 
Mstep: Class 6 contains 31735 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 3481 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46025 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 18765 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 81065 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 4345 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 15556 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 37008 members 
Mstep: Class 24 contains 1010 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 87597 members 
Mstep: Class 28 contains 35551 members 
Mstep: Class 29 contains 4612 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11730 members 
Mstep: Class 32 contains 98861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35849880.000000 Penalty: 19322.265625
Iteration 226Q: 33 clusters Score -3.584988e+07 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 66031 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 32258 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 3478 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45879 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 18765 members 
Mstep: Class 14 contains 809 members 
Mstep: Class 15 contains 79064 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 4420 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 14974 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 37765 members 
Mstep: Class 24 contains 1085 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 90815 members 
Mstep: Class 28 contains 35423 members 
Mstep: Class 29 contains 4617 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11749 members 
Mstep: Class 32 contains 97016 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 227Q: 33 clusters Score -3.584964e+07 nChanged 10522
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66081 members 
Mstep: Class 3 contains 3683 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 21571 members 
Mstep: Class 6 contains 32745 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 3475 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45773 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 18766 members 
Mstep: Class 14 contains 804 members 
Mstep: Class 15 contains 76542 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 4488 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 14822 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 38488 members 
Mstep: Class 24 contains 1166 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 94384 members 
Mstep: Class 28 contains 35355 members 
Mstep: Class 29 contains 4628 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11757 members 
Mstep: Class 32 contains 94899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35848516.000000 Penalty: 19322.265625
Iteration 228Q: 33 clusters Score -3.584852e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66129 members 
Mstep: Class 3 contains 3697 members 
Mstep: Class 4 contains 1291 members 
Mstep: Class 5 contains 21553 members 
Mstep: Class 6 contains 32433 members 
Mstep: Class 7 contains 1693 members 
Mstep: Class 8 contains 3475 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45711 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 18764 members 
Mstep: Class 14 contains 800 members 
Mstep: Class 15 contains 73981 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 4461 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 15154 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 39136 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 97305 members 
Mstep: Class 28 contains 35304 members 
Mstep: Class 29 contains 4638 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11766 members 
Mstep: Class 32 contains 93914 members 
Entering Unmasked Estep 
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Score: -35846152.000000 Penalty: 19322.265625
Iteration 229Q: 33 clusters Score -3.584615e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66179 members 
Mstep: Class 3 contains 3703 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 21553 members 
Mstep: Class 6 contains 31619 members 
Mstep: Class 7 contains 1693 members 
Mstep: Class 8 contains 3474 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45665 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1287 members 
Mstep: Class 13 contains 18763 members 
Mstep: Class 14 contains 794 members 
Mstep: Class 15 contains 71963 members 
Mstep: Class 16 contains 2810 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 4399 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 15789 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 39732 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 99753 members 
Mstep: Class 28 contains 35321 members 
Mstep: Class 29 contains 4644 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11772 members 
Mstep: Class 32 contains 93101 members 
Entering Unmasked Estep 
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Iteration 230Q: 33 clusters Score -3.584354e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66204 members 
Mstep: Class 3 contains 3715 members 
Mstep: Class 4 contains 1187 members 
Mstep: Class 5 contains 21555 members 
Mstep: Class 6 contains 30348 members 
Mstep: Class 7 contains 1693 members 
Mstep: Class 8 contains 3476 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45654 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1287 members 
Mstep: Class 13 contains 18762 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 70092 members 
Mstep: Class 16 contains 2805 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 16383 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 40354 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 101876 members 
Mstep: Class 28 contains 35391 members 
Mstep: Class 29 contains 4633 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11771 members 
Mstep: Class 32 contains 92964 members 
Entering Unmasked Estep 
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Iteration 231Q: 33 clusters Score -3.584158e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66238 members 
Mstep: Class 3 contains 3725 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 21554 members 
Mstep: Class 6 contains 28973 members 
Mstep: Class 7 contains 1693 members 
Mstep: Class 8 contains 3479 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45688 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 18762 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 68573 members 
Mstep: Class 16 contains 2792 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 4155 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 16977 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 40991 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 103604 members 
Mstep: Class 28 contains 35492 members 
Mstep: Class 29 contains 4625 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11777 members 
Mstep: Class 32 contains 92879 members 
Entering Unmasked Estep 
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Score: -35839384.000000 Penalty: 19322.265625
Iteration 232Q: 33 clusters Score -3.583938e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66266 members 
Mstep: Class 3 contains 3736 members 
Mstep: Class 4 contains 1109 members 
Mstep: Class 5 contains 21554 members 
Mstep: Class 6 contains 27598 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45710 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 18761 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 67289 members 
Mstep: Class 16 contains 2778 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 4025 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 17602 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 41575 members 
Mstep: Class 24 contains 1319 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 105036 members 
Mstep: Class 28 contains 35623 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11790 members 
Mstep: Class 32 contains 92872 members 
Entering Unmasked Estep 
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Iteration 233Q: 33 clusters Score -3.583769e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66294 members 
Mstep: Class 3 contains 3748 members 
Mstep: Class 4 contains 1079 members 
Mstep: Class 5 contains 21549 members 
Mstep: Class 6 contains 26371 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 3485 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45770 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 18760 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 66133 members 
Mstep: Class 16 contains 2784 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 18216 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 42078 members 
Mstep: Class 24 contains 1328 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 106261 members 
Mstep: Class 28 contains 35790 members 
Mstep: Class 29 contains 4593 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11796 members 
Mstep: Class 32 contains 92792 members 
Entering Unmasked Estep 
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Iteration 234Q: 33 clusters Score -3.583606e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66312 members 
Mstep: Class 3 contains 3762 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 21551 members 
Mstep: Class 6 contains 25196 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 3488 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45841 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 18762 members 
Mstep: Class 14 contains 785 members 
Mstep: Class 15 contains 65074 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 3786 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 18805 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 42546 members 
Mstep: Class 24 contains 1339 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 107330 members 
Mstep: Class 28 contains 35996 members 
Mstep: Class 29 contains 4551 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11800 members 
Mstep: Class 32 contains 92749 members 
Entering Unmasked Estep 
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Iteration 235Q: 33 clusters Score -3.583447e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66335 members 
Mstep: Class 3 contains 3777 members 
Mstep: Class 4 contains 1010 members 
Mstep: Class 5 contains 21548 members 
Mstep: Class 6 contains 24197 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 3490 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45929 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 18765 members 
Mstep: Class 14 contains 785 members 
Mstep: Class 15 contains 64072 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 3657 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 19366 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 42934 members 
Mstep: Class 24 contains 1354 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 108256 members 
Mstep: Class 28 contains 36233 members 
Mstep: Class 29 contains 4514 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11806 members 
Mstep: Class 32 contains 92646 members 
Entering Unmasked Estep 
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Iteration 236Q: 33 clusters Score -3.583325e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66365 members 
Mstep: Class 3 contains 3789 members 
Mstep: Class 4 contains 973 members 
Mstep: Class 5 contains 21546 members 
Mstep: Class 6 contains 23361 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 3492 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45985 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1305 members 
Mstep: Class 13 contains 18766 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 15 contains 63072 members 
Mstep: Class 16 contains 2882 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 3535 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 19938 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 43250 members 
Mstep: Class 24 contains 1368 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 109083 members 
Mstep: Class 28 contains 36442 members 
Mstep: Class 29 contains 4484 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11820 members 
Mstep: Class 32 contains 92567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35832228.000000 Penalty: 19322.265625
Iteration 237Q: 33 clusters Score -3.583223e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66386 members 
Mstep: Class 3 contains 3800 members 
Mstep: Class 4 contains 953 members 
Mstep: Class 5 contains 21537 members 
Mstep: Class 6 contains 22607 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 3495 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46037 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 18766 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 15 contains 62098 members 
Mstep: Class 16 contains 2922 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 20493 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 43521 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 109897 members 
Mstep: Class 28 contains 36643 members 
Mstep: Class 29 contains 4443 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11827 members 
Mstep: Class 32 contains 92516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35831284.000000 Penalty: 19322.265625
Iteration 238Q: 33 clusters Score -3.583128e+07 nChanged 3114
Entering ConstructFrom: 
Score: -35831284.000000 Penalty: 19322.265625
Entering ConstructFrom: 
Trying to split cluster 1 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -13852.053711 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -13852.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13537.055664 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -13537.06 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13597.014648 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -13597.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13617.599609 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -13617.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13626.486328 Penalty: 494.865234
	Iteration 3Q: 3 clusters Score -13626.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13628.956055 Penalty: 494.865234
	Iteration 4Q: 3 clusters Score -13628.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13630.983398 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -13630.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13631.344727 Penalty: 494.865234
	Iteration 6Q: 3 clusters Score -13631.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13631.559570 Penalty: 494.865234
	Iteration 7Q: 3 clusters Score -13631.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13631.559570 Penalty: 494.865234
	Iteration 8F: 3 clusters Score -13631.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (66400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Entering Unmasked Estep 
Score: -3958651.500000 Penalty: 505.207092
	Iteration 0F: 2 clusters Score -3958652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -3913958.250000 Penalty: 1010.414185
	Iteration 0F: 3 clusters Score -3913958 nChanged 32165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -3933049.500000 Penalty: 1010.414185
	Iteration 1F: 3 clusters Score -3933050 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -3933951.750000 Penalty: 1010.414185
	Iteration 2Q: 3 clusters Score -3933952 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -3935273.000000 Penalty: 1010.414185
	Iteration 3Q: 3 clusters Score -3935273 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -3937338.000000 Penalty: 1010.414185
	Iteration 4F: 3 clusters Score -3937338 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3940868.750000 Penalty: 1010.414185
	Iteration 5F: 3 clusters Score -3940869 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3945894.250000 Penalty: 1010.414185
	Iteration 6F: 3 clusters Score -3945894 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -3951222.000000 Penalty: 1010.414185
	Iteration 7F: 3 clusters Score -3951222 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3955206.500000 Penalty: 1010.414185
	Iteration 8F: 3 clusters Score -3955206 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3957119.250000 Penalty: 1010.414185
	Iteration 9Q: 3 clusters Score -3957119 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3957807.250000 Penalty: 1010.414185
	Iteration 10Q: 3 clusters Score -3957807 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66215 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3958061.500000 Penalty: 1010.414185
	Iteration 11Q: 3 clusters Score -3958062 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -3958162.250000 Penalty: 1010.414185
	Iteration 12Q: 3 clusters Score -3958162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3958215.250000 Penalty: 1010.414185
	Iteration 13Q: 3 clusters Score -3958215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3958229.750000 Penalty: 1010.414185
	Iteration 14Q: 3 clusters Score -3958230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66341 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3958238.500000 Penalty: 1010.414185
	Iteration 15Q: 3 clusters Score -3958238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3958240.250000 Penalty: 1010.414185
	Iteration 16Q: 3 clusters Score -3958240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66341 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3958238.500000 Penalty: 1010.414185
	Iteration 17Q: 3 clusters Score -3958238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3958244.500000 Penalty: 1010.414185
	Iteration 18Q: 3 clusters Score -3958244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3958249.000000 Penalty: 1010.414185
	Iteration 19Q: 3 clusters Score -3958249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3958245.750000 Penalty: 1010.414185
	Iteration 20F: 3 clusters Score -3958246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3958251.500000 Penalty: 1010.414185
	Iteration 21Q: 3 clusters Score -3958252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66340 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3958254.000000 Penalty: 1010.414185
	Iteration 22Q: 3 clusters Score -3958254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3958255.500000 Penalty: 1010.414185
	Iteration 23Q: 3 clusters Score -3958256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3958258.250000 Penalty: 1010.414185
	Iteration 24Q: 3 clusters Score -3958258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3958258.250000 Penalty: 1010.414185
	Iteration 25F: 3 clusters Score -3958258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Entering Unmasked Estep 
Score: -220009.453125 Penalty: 375.129150
	Iteration 0F: 2 clusters Score -220009.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -217429.765625 Penalty: 750.258301
	Iteration 0F: 3 clusters Score -217429.8 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -218386.031250 Penalty: 750.258301
	Iteration 1F: 3 clusters Score -218386 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -218586.859375 Penalty: 750.258301
	Iteration 2F: 3 clusters Score -218586.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -218838.671875 Penalty: 750.258301
	Iteration 3F: 3 clusters Score -218838.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -219036.640625 Penalty: 750.258301
	Iteration 4F: 3 clusters Score -219036.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -219161.015625 Penalty: 750.258301
	Iteration 5F: 3 clusters Score -219161 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -219230.484375 Penalty: 750.258301
	Iteration 6Q: 3 clusters Score -219230.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -219272.250000 Penalty: 750.258301
	Iteration 7Q: 3 clusters Score -219272.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -219303.000000 Penalty: 750.258301
	Iteration 8Q: 3 clusters Score -219303 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -219322.562500 Penalty: 750.258301
	Iteration 9Q: 3 clusters Score -219322.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -219344.281250 Penalty: 750.258301
	Iteration 10Q: 3 clusters Score -219344.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -219374.343750 Penalty: 750.258301
	Iteration 11Q: 3 clusters Score -219374.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -219398.718750 Penalty: 750.258301
	Iteration 12Q: 3 clusters Score -219398.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -219420.281250 Penalty: 750.258301
	Iteration 13Q: 3 clusters Score -219420.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -219434.078125 Penalty: 750.258301
	Iteration 14Q: 3 clusters Score -219434.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -219447.218750 Penalty: 750.258301
	Iteration 15Q: 3 clusters Score -219447.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -219464.796875 Penalty: 750.258301
	Iteration 16Q: 3 clusters Score -219464.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -219477.281250 Penalty: 750.258301
	Iteration 17Q: 3 clusters Score -219477.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -219490.687500 Penalty: 750.258301
	Iteration 18Q: 3 clusters Score -219490.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -219506.453125 Penalty: 750.258301
	Iteration 19Q: 3 clusters Score -219506.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -219522.765625 Penalty: 750.258301
	Iteration 20F: 3 clusters Score -219522.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -219538.765625 Penalty: 750.258301
	Iteration 21Q: 3 clusters Score -219538.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -219550.140625 Penalty: 750.258301
	Iteration 22Q: 3 clusters Score -219550.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -219561.640625 Penalty: 750.258301
	Iteration 23Q: 3 clusters Score -219561.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -219569.906250 Penalty: 750.258301
	Iteration 24Q: 3 clusters Score -219569.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -219578.765625 Penalty: 750.258301
	Iteration 25Q: 3 clusters Score -219578.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -219586.671875 Penalty: 750.258301
	Iteration 26Q: 3 clusters Score -219586.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -219591.703125 Penalty: 750.258301
	Iteration 27Q: 3 clusters Score -219591.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -219595.593750 Penalty: 750.258301
	Iteration 28Q: 3 clusters Score -219595.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -219600.000000 Penalty: 750.258301
	Iteration 29Q: 3 clusters Score -219600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -219604.093750 Penalty: 750.258301
	Iteration 30Q: 3 clusters Score -219604.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -219608.609375 Penalty: 750.258301
	Iteration 31Q: 3 clusters Score -219608.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -219614.296875 Penalty: 750.258301
	Iteration 32Q: 3 clusters Score -219614.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -219619.250000 Penalty: 750.258301
	Iteration 33Q: 3 clusters Score -219619.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -219623.562500 Penalty: 750.258301
	Iteration 34Q: 3 clusters Score -219623.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -219628.875000 Penalty: 750.258301
	Iteration 35Q: 3 clusters Score -219628.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -219634.375000 Penalty: 750.258301
	Iteration 36Q: 3 clusters Score -219634.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -219638.265625 Penalty: 750.258301
	Iteration 37Q: 3 clusters Score -219638.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -219641.250000 Penalty: 750.258301
	Iteration 38Q: 3 clusters Score -219641.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -219643.375000 Penalty: 750.258301
	Iteration 39Q: 3 clusters Score -219643.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -219645.015625 Penalty: 750.258301
	Iteration 40F: 3 clusters Score -219645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -219647.125000 Penalty: 750.258301
	Iteration 41Q: 3 clusters Score -219647.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -219648.109375 Penalty: 750.258301
	Iteration 42Q: 3 clusters Score -219648.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -219649.015625 Penalty: 750.258301
	Iteration 43Q: 3 clusters Score -219649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -219650.109375 Penalty: 750.258301
	Iteration 44Q: 3 clusters Score -219650.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -219650.687500 Penalty: 750.258301
	Iteration 45Q: 3 clusters Score -219650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -219650.875000 Penalty: 750.258301
	Iteration 46Q: 3 clusters Score -219650.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -219651.578125 Penalty: 750.258301
	Iteration 47Q: 3 clusters Score -219651.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -219651.468750 Penalty: 750.258301
	Iteration 48Q: 3 clusters Score -219651.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -219652.375000 Penalty: 750.258301
	Iteration 49Q: 3 clusters Score -219652.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -219653.046875 Penalty: 750.258301
	Iteration 50Q: 3 clusters Score -219653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -219656.078125 Penalty: 750.258301
	Iteration 51Q: 3 clusters Score -219656.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -219661.343750 Penalty: 750.258301
	Iteration 52Q: 3 clusters Score -219661.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -219664.781250 Penalty: 750.258301
	Iteration 53Q: 3 clusters Score -219664.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -219668.265625 Penalty: 750.258301
	Iteration 54Q: 3 clusters Score -219668.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -219676.984375 Penalty: 750.258301
	Iteration 55Q: 3 clusters Score -219677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -219678.703125 Penalty: 750.258301
	Iteration 56Q: 3 clusters Score -219678.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -219680.421875 Penalty: 750.258301
	Iteration 57Q: 3 clusters Score -219680.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -219683.375000 Penalty: 750.258301
	Iteration 58Q: 3 clusters Score -219683.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -219686.265625 Penalty: 750.258301
	Iteration 59Q: 3 clusters Score -219686.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -219687.359375 Penalty: 750.258301
	Iteration 60F: 3 clusters Score -219687.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -219687.921875 Penalty: 750.258301
	Iteration 61Q: 3 clusters Score -219687.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -219689.046875 Penalty: 750.258301
	Iteration 62Q: 3 clusters Score -219689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -219689.500000 Penalty: 750.258301
	Iteration 63Q: 3 clusters Score -219689.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -219690.296875 Penalty: 750.258301
	Iteration 64Q: 3 clusters Score -219690.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -219691.968750 Penalty: 750.258301
	Iteration 65Q: 3 clusters Score -219692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -219693.062500 Penalty: 750.258301
	Iteration 66Q: 3 clusters Score -219693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -219693.734375 Penalty: 750.258301
	Iteration 67Q: 3 clusters Score -219693.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -219693.953125 Penalty: 750.258301
	Iteration 68Q: 3 clusters Score -219694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -219694.375000 Penalty: 750.258301
	Iteration 69Q: 3 clusters Score -219694.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -219694.375000 Penalty: 750.258301
	Iteration 70F: 3 clusters Score -219694.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -60017.570312 Penalty: 311.487549
	Iteration 0F: 2 clusters Score -60017.57 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 454 members 
Entering Unmasked Estep 
Score: -59235.550781 Penalty: 622.975098
	Iteration 0F: 3 clusters Score -59235.55 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -59466.144531 Penalty: 622.975098
	Iteration 1F: 3 clusters Score -59466.14 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -59502.816406 Penalty: 622.975098
	Iteration 2F: 3 clusters Score -59502.82 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -59527.242188 Penalty: 622.975098
	Iteration 3Q: 3 clusters Score -59527.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -59551.421875 Penalty: 622.975098
	Iteration 4Q: 3 clusters Score -59551.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59568.546875 Penalty: 622.975098
	Iteration 5Q: 3 clusters Score -59568.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59583.824219 Penalty: 622.975098
	Iteration 6Q: 3 clusters Score -59583.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59597.437500 Penalty: 622.975098
	Iteration 7Q: 3 clusters Score -59597.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59610.605469 Penalty: 622.975098
	Iteration 8Q: 3 clusters Score -59610.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59622.582031 Penalty: 622.975098
	Iteration 9Q: 3 clusters Score -59622.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59633.738281 Penalty: 622.975098
	Iteration 10Q: 3 clusters Score -59633.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59645.796875 Penalty: 622.975098
	Iteration 11Q: 3 clusters Score -59645.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59654.339844 Penalty: 622.975098
	Iteration 12Q: 3 clusters Score -59654.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59662.679688 Penalty: 622.975098
	Iteration 13Q: 3 clusters Score -59662.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -59666.542969 Penalty: 622.975098
	Iteration 14Q: 3 clusters Score -59666.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -59668.910156 Penalty: 622.975098
	Iteration 15Q: 3 clusters Score -59668.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -59671.296875 Penalty: 622.975098
	Iteration 16Q: 3 clusters Score -59671.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -59673.156250 Penalty: 622.975098
	Iteration 17Q: 3 clusters Score -59673.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59675.769531 Penalty: 622.975098
	Iteration 18Q: 3 clusters Score -59675.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -59679.867188 Penalty: 622.975098
	Iteration 19Q: 3 clusters Score -59679.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -59684.636719 Penalty: 622.975098
	Iteration 20F: 3 clusters Score -59684.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -59693.562500 Penalty: 622.975098
	Iteration 21Q: 3 clusters Score -59693.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -59704.910156 Penalty: 622.975098
	Iteration 22Q: 3 clusters Score -59704.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -59710.957031 Penalty: 622.975098
	Iteration 23Q: 3 clusters Score -59710.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -59715.312500 Penalty: 622.975098
	Iteration 24Q: 3 clusters Score -59715.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -59717.914062 Penalty: 622.975098
	Iteration 25Q: 3 clusters Score -59717.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -59718.937500 Penalty: 622.975098
	Iteration 26Q: 3 clusters Score -59718.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -59721.332031 Penalty: 622.975098
	Iteration 27Q: 3 clusters Score -59721.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -59722.050781 Penalty: 622.975098
	Iteration 28Q: 3 clusters Score -59722.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -59722.050781 Penalty: 622.975098
	Iteration 29F: 3 clusters Score -59722.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Entering Unmasked Estep 
Score: -1358555.750000 Penalty: 453.964844
	Iteration 0F: 2 clusters Score -1358556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1344224.500000 Penalty: 907.929688
	Iteration 0F: 3 clusters Score -1344224 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1350096.375000 Penalty: 907.929688
	Iteration 1F: 3 clusters Score -1350096 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1350426.875000 Penalty: 907.929688
	Iteration 2Q: 3 clusters Score -1350427 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1350819.125000 Penalty: 907.929688
	Iteration 3Q: 3 clusters Score -1350819 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1351320.875000 Penalty: 907.929688
	Iteration 4F: 3 clusters Score -1351321 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1351932.000000 Penalty: 907.929688
	Iteration 5F: 3 clusters Score -1351932 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1352718.625000 Penalty: 907.929688
	Iteration 6F: 3 clusters Score -1352719 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1353688.375000 Penalty: 907.929688
	Iteration 7F: 3 clusters Score -1353688 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1354658.625000 Penalty: 907.929688
	Iteration 8F: 3 clusters Score -1354659 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1355424.500000 Penalty: 907.929688
	Iteration 9Q: 3 clusters Score -1355424 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1355944.250000 Penalty: 907.929688
	Iteration 10Q: 3 clusters Score -1355944 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1356318.125000 Penalty: 907.929688
	Iteration 11Q: 3 clusters Score -1356318 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1356616.000000 Penalty: 907.929688
	Iteration 12Q: 3 clusters Score -1356616 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1356871.125000 Penalty: 907.929688
	Iteration 13Q: 3 clusters Score -1356871 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1357132.750000 Penalty: 907.929688
	Iteration 14Q: 3 clusters Score -1357133 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1357362.125000 Penalty: 907.929688
	Iteration 15Q: 3 clusters Score -1357362 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1357578.500000 Penalty: 907.929688
	Iteration 16Q: 3 clusters Score -1357578 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1357735.750000 Penalty: 907.929688
	Iteration 17Q: 3 clusters Score -1357736 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1357838.250000 Penalty: 907.929688
	Iteration 18Q: 3 clusters Score -1357838 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1357917.750000 Penalty: 907.929688
	Iteration 19Q: 3 clusters Score -1357918 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1357975.750000 Penalty: 907.929688
	Iteration 20F: 3 clusters Score -1357976 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1358030.375000 Penalty: 907.929688
	Iteration 21Q: 3 clusters Score -1358030 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1358081.875000 Penalty: 907.929688
	Iteration 22Q: 3 clusters Score -1358082 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1358127.750000 Penalty: 907.929688
	Iteration 23Q: 3 clusters Score -1358128 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1358162.250000 Penalty: 907.929688
	Iteration 24Q: 3 clusters Score -1358162 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1358188.750000 Penalty: 907.929688
	Iteration 25Q: 3 clusters Score -1358189 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1358207.625000 Penalty: 907.929688
	Iteration 26Q: 3 clusters Score -1358208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1358224.375000 Penalty: 907.929688
	Iteration 27Q: 3 clusters Score -1358224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1358237.000000 Penalty: 907.929688
	Iteration 28Q: 3 clusters Score -1358237 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1358251.125000 Penalty: 907.929688
	Iteration 29Q: 3 clusters Score -1358251 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1358261.000000 Penalty: 907.929688
	Iteration 30Q: 3 clusters Score -1358261 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1358272.875000 Penalty: 907.929688
	Iteration 31Q: 3 clusters Score -1358273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1358286.750000 Penalty: 907.929688
	Iteration 32Q: 3 clusters Score -1358287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1358304.000000 Penalty: 907.929688
	Iteration 33Q: 3 clusters Score -1358304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1358312.625000 Penalty: 907.929688
	Iteration 34Q: 3 clusters Score -1358313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1358322.250000 Penalty: 907.929688
	Iteration 35Q: 3 clusters Score -1358322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1358327.375000 Penalty: 907.929688
	Iteration 36Q: 3 clusters Score -1358327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1358333.000000 Penalty: 907.929688
	Iteration 37Q: 3 clusters Score -1358333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1358341.250000 Penalty: 907.929688
	Iteration 38Q: 3 clusters Score -1358341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1358346.875000 Penalty: 907.929688
	Iteration 39Q: 3 clusters Score -1358347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1358353.875000 Penalty: 907.929688
	Iteration 40F: 3 clusters Score -1358354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1358362.250000 Penalty: 907.929688
	Iteration 41Q: 3 clusters Score -1358362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1358370.125000 Penalty: 907.929688
	Iteration 42Q: 3 clusters Score -1358370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1358378.875000 Penalty: 907.929688
	Iteration 43Q: 3 clusters Score -1358379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1358384.875000 Penalty: 907.929688
	Iteration 44Q: 3 clusters Score -1358385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1358385.125000 Penalty: 907.929688
	Iteration 45Q: 3 clusters Score -1358385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1358387.000000 Penalty: 907.929688
	Iteration 46Q: 3 clusters Score -1358387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1358389.125000 Penalty: 907.929688
	Iteration 47Q: 3 clusters Score -1358389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1358389.125000 Penalty: 907.929688
	Iteration 48F: 3 clusters Score -1358389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Entering Unmasked Estep 
Score: -1466879.750000 Penalty: 454.978394
	Iteration 0F: 2 clusters Score -1466880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1452181.375000 Penalty: 909.956787
	Iteration 0F: 3 clusters Score -1452181 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1458103.250000 Penalty: 909.956787
	Iteration 1F: 3 clusters Score -1458103 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1458361.250000 Penalty: 909.956787
	Iteration 2Q: 3 clusters Score -1458361 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1458782.875000 Penalty: 909.956787
	Iteration 3Q: 3 clusters Score -1458783 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1459595.875000 Penalty: 909.956787
	Iteration 4F: 3 clusters Score -1459596 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1461030.375000 Penalty: 909.956787
	Iteration 5F: 3 clusters Score -1461030 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1463124.125000 Penalty: 909.956787
	Iteration 6F: 3 clusters Score -1463124 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1465030.750000 Penalty: 909.956787
	Iteration 7F: 3 clusters Score -1465031 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1466063.750000 Penalty: 909.956787
	Iteration 8Q: 3 clusters Score -1466064 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1466400.500000 Penalty: 909.956787
	Iteration 9Q: 3 clusters Score -1466400 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1466473.625000 Penalty: 909.956787
	Iteration 10Q: 3 clusters Score -1466474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1466495.750000 Penalty: 909.956787
	Iteration 11Q: 3 clusters Score -1466496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1466507.875000 Penalty: 909.956787
	Iteration 12Q: 3 clusters Score -1466508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1466510.625000 Penalty: 909.956787
	Iteration 13Q: 3 clusters Score -1466511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1466510.625000 Penalty: 909.956787
	Iteration 14F: 3 clusters Score -1466511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -108048.179688 Penalty: 338.339264
	Iteration 0F: 2 clusters Score -108048.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -106791.578125 Penalty: 676.678528
	Iteration 0F: 3 clusters Score -106791.6 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -107222.039062 Penalty: 676.678528
	Iteration 1F: 3 clusters Score -107222 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -107309.757812 Penalty: 676.678528
	Iteration 2F: 3 clusters Score -107309.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -107384.437500 Penalty: 676.678528
	Iteration 3F: 3 clusters Score -107384.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -107442.968750 Penalty: 676.678528
	Iteration 4F: 3 clusters Score -107443 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -107503.101562 Penalty: 676.678528
	Iteration 5Q: 3 clusters Score -107503.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -107565.007812 Penalty: 676.678528
	Iteration 6Q: 3 clusters Score -107565 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -107601.890625 Penalty: 676.678528
	Iteration 7Q: 3 clusters Score -107601.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -107626.093750 Penalty: 676.678528
	Iteration 8Q: 3 clusters Score -107626.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -107640.468750 Penalty: 676.678528
	Iteration 9Q: 3 clusters Score -107640.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -107653.460938 Penalty: 676.678528
	Iteration 10Q: 3 clusters Score -107653.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -107662.265625 Penalty: 676.678528
	Iteration 11Q: 3 clusters Score -107662.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -107667.015625 Penalty: 676.678528
	Iteration 12Q: 3 clusters Score -107667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -107669.523438 Penalty: 676.678528
	Iteration 13Q: 3 clusters Score -107669.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -107671.898438 Penalty: 676.678528
	Iteration 14Q: 3 clusters Score -107671.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -107673.570312 Penalty: 676.678528
	Iteration 15Q: 3 clusters Score -107673.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -107674.585938 Penalty: 676.678528
	Iteration 16Q: 3 clusters Score -107674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -107675.601562 Penalty: 676.678528
	Iteration 17Q: 3 clusters Score -107675.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -107675.992188 Penalty: 676.678528
	Iteration 18Q: 3 clusters Score -107676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -107676.054688 Penalty: 676.678528
	Iteration 19Q: 3 clusters Score -107676.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -107676.054688 Penalty: 676.678528
	Iteration 20F: 3 clusters Score -107676.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Entering Unmasked Estep 
Score: -222288.187500 Penalty: 371.238556
	Iteration 0F: 2 clusters Score -222288.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -219908.437500 Penalty: 742.477112
	Iteration 0F: 3 clusters Score -219908.4 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -220774.078125 Penalty: 742.477112
	Iteration 1F: 3 clusters Score -220774.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -220974.625000 Penalty: 742.477112
	Iteration 2F: 3 clusters Score -220974.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -221242.453125 Penalty: 742.477112
	Iteration 3F: 3 clusters Score -221242.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -221594.671875 Penalty: 742.477112
	Iteration 4F: 3 clusters Score -221594.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -221937.875000 Penalty: 742.477112
	Iteration 5F: 3 clusters Score -221937.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -222160.843750 Penalty: 742.477112
	Iteration 6F: 3 clusters Score -222160.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -222267.859375 Penalty: 742.477112
	Iteration 7Q: 3 clusters Score -222267.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -222329.328125 Penalty: 742.477112
	Iteration 8Q: 3 clusters Score -222329.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -222355.187500 Penalty: 742.477112
	Iteration 9Q: 3 clusters Score -222355.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -222369.593750 Penalty: 742.477112
	Iteration 10Q: 3 clusters Score -222369.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -222376.296875 Penalty: 742.477112
	Iteration 11Q: 3 clusters Score -222376.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -222379.718750 Penalty: 742.477112
	Iteration 12Q: 3 clusters Score -222379.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -222383.203125 Penalty: 742.477112
	Iteration 13Q: 3 clusters Score -222383.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -222383.359375 Penalty: 742.477112
	Iteration 14Q: 3 clusters Score -222383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -222383.687500 Penalty: 742.477112
	Iteration 15Q: 3 clusters Score -222383.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -222383.937500 Penalty: 742.477112
	Iteration 16Q: 3 clusters Score -222383.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -222383.937500 Penalty: 742.477112
	Iteration 17F: 3 clusters Score -222383.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66400 members 
Mstep: Class 3 contains 3807 members 
Mstep: Class 4 contains 940 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 22016 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 894 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46089 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 18765 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 15 contains 61151 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 21045 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 43778 members 
Mstep: Class 24 contains 1422 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 110506 members 
Mstep: Class 28 contains 36826 members 
Mstep: Class 29 contains 4413 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11839 members 
Mstep: Class 32 contains 92473 members 
Mstep: Class 33 contains 2601 members 
Entering Unmasked Estep 
Score: -35829996.000000 Penalty: 19926.087891
Splitting cluster 8 changes total score from -35831284.000000 to -35829996.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -13538.656250 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -13538.66 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 147 members 
Entering Unmasked Estep 
Score: -13216.578125 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -13216.58 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13304.052734 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -13304.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13336.264648 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -13336.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13347.953125 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -13347.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13350.056641 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -13350.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13350.378906 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -13350.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13350.378906 Penalty: 506.719360
	Iteration 6F: 3 clusters Score -13350.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Entering Unmasked Estep 
Score: -2780340.250000 Penalty: 488.594025
	Iteration 0F: 2 clusters Score -2780340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -2749368.750000 Penalty: 977.188049
	Iteration 0F: 3 clusters Score -2749369 nChanged 22233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2763007.000000 Penalty: 977.188049
	Iteration 1F: 3 clusters Score -2763007 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2764072.500000 Penalty: 977.188049
	Iteration 2Q: 3 clusters Score -2764072 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2765736.250000 Penalty: 977.188049
	Iteration 3F: 3 clusters Score -2765736 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2768061.000000 Penalty: 977.188049
	Iteration 4F: 3 clusters Score -2768061 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2770869.250000 Penalty: 977.188049
	Iteration 5F: 3 clusters Score -2770869 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2773732.750000 Penalty: 977.188049
	Iteration 6F: 3 clusters Score -2773733 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2776214.250000 Penalty: 977.188049
	Iteration 7F: 3 clusters Score -2776214 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2777886.750000 Penalty: 977.188049
	Iteration 8Q: 3 clusters Score -2777887 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2779011.000000 Penalty: 977.188049
	Iteration 9Q: 3 clusters Score -2779011 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2779769.750000 Penalty: 977.188049
	Iteration 10Q: 3 clusters Score -2779770 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2780305.250000 Penalty: 977.188049
	Iteration 11Q: 3 clusters Score -2780305 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2780586.000000 Penalty: 977.188049
	Iteration 12Q: 3 clusters Score -2780586 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2780758.000000 Penalty: 977.188049
	Iteration 13Q: 3 clusters Score -2780758 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2780834.500000 Penalty: 977.188049
	Iteration 14Q: 3 clusters Score -2780834 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2780876.000000 Penalty: 977.188049
	Iteration 15Q: 3 clusters Score -2780876 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2780914.250000 Penalty: 977.188049
	Iteration 16Q: 3 clusters Score -2780914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2780951.500000 Penalty: 977.188049
	Iteration 17Q: 3 clusters Score -2780952 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2780964.000000 Penalty: 977.188049
	Iteration 18Q: 3 clusters Score -2780964 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2780969.250000 Penalty: 977.188049
	Iteration 19Q: 3 clusters Score -2780969 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2780979.250000 Penalty: 977.188049
	Iteration 20F: 3 clusters Score -2780979 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2780985.750000 Penalty: 977.188049
	Iteration 21Q: 3 clusters Score -2780986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2780992.250000 Penalty: 977.188049
	Iteration 22Q: 3 clusters Score -2780992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2780996.250000 Penalty: 977.188049
	Iteration 23Q: 3 clusters Score -2780996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2780997.000000 Penalty: 977.188049
	Iteration 24Q: 3 clusters Score -2780997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2781005.750000 Penalty: 977.188049
	Iteration 25Q: 3 clusters Score -2781006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2781008.750000 Penalty: 977.188049
	Iteration 26Q: 3 clusters Score -2781009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2781006.750000 Penalty: 977.188049
	Iteration 27Q: 3 clusters Score -2781007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2781006.500000 Penalty: 977.188049
	Iteration 28Q: 3 clusters Score -2781006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2781005.500000 Penalty: 977.188049
	Iteration 29Q: 3 clusters Score -2781006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2781010.000000 Penalty: 977.188049
	Iteration 30Q: 3 clusters Score -2781010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2781008.000000 Penalty: 977.188049
	Iteration 31Q: 3 clusters Score -2781008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2781010.500000 Penalty: 977.188049
	Iteration 32Q: 3 clusters Score -2781010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2781008.000000 Penalty: 977.188049
	Iteration 33Q: 3 clusters Score -2781008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2781013.500000 Penalty: 977.188049
	Iteration 34Q: 3 clusters Score -2781014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2781009.750000 Penalty: 977.188049
	Iteration 35Q: 3 clusters Score -2781010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2781010.000000 Penalty: 977.188049
	Iteration 36Q: 3 clusters Score -2781010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2781012.000000 Penalty: 977.188049
	Iteration 37Q: 3 clusters Score -2781012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2781010.750000 Penalty: 977.188049
	Iteration 38Q: 3 clusters Score -2781011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2781009.750000 Penalty: 977.188049
	Iteration 39Q: 3 clusters Score -2781010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2781009.750000 Penalty: 977.188049
	Iteration 40F: 3 clusters Score -2781010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66400 members 
Mstep: Class 3 contains 3807 members 
Mstep: Class 4 contains 940 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 22016 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 3495 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 44019 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 18765 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 15 contains 61151 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 21045 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 43778 members 
Mstep: Class 24 contains 1422 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 110506 members 
Mstep: Class 28 contains 36826 members 
Mstep: Class 29 contains 4413 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11839 members 
Mstep: Class 32 contains 92473 members 
Mstep: Class 33 contains 2070 members 
Entering Unmasked Estep 
Score: -35830668.000000 Penalty: 19926.087891
Splitting cluster 10 changes total score from -35831284.000000 to -35830668.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -42033.933594 Penalty: 302.705261
	Iteration 0F: 2 clusters Score -42033.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -41357.636719 Penalty: 605.410522
	Iteration 0F: 3 clusters Score -41357.64 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -41533.746094 Penalty: 605.410522
	Iteration 1F: 3 clusters Score -41533.75 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -41577.152344 Penalty: 605.410522
	Iteration 2F: 3 clusters Score -41577.15 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -41604.097656 Penalty: 605.410522
	Iteration 3F: 3 clusters Score -41604.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -41616.460938 Penalty: 605.410522
	Iteration 4Q: 3 clusters Score -41616.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -41632.808594 Penalty: 605.410522
	Iteration 5Q: 3 clusters Score -41632.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -41649.148438 Penalty: 605.410522
	Iteration 6Q: 3 clusters Score -41649.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -41670.402344 Penalty: 605.410522
	Iteration 7Q: 3 clusters Score -41670.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -41696.156250 Penalty: 605.410522
	Iteration 8Q: 3 clusters Score -41696.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -41714.101562 Penalty: 605.410522
	Iteration 9Q: 3 clusters Score -41714.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41724.851562 Penalty: 605.410522
	Iteration 10Q: 3 clusters Score -41724.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41731.285156 Penalty: 605.410522
	Iteration 11Q: 3 clusters Score -41731.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41737.929688 Penalty: 605.410522
	Iteration 12Q: 3 clusters Score -41737.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41742.558594 Penalty: 605.410522
	Iteration 13Q: 3 clusters Score -41742.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -41746.042969 Penalty: 605.410522
	Iteration 14Q: 3 clusters Score -41746.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41752.292969 Penalty: 605.410522
	Iteration 15Q: 3 clusters Score -41752.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41757.695312 Penalty: 605.410522
	Iteration 16Q: 3 clusters Score -41757.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41762.664062 Penalty: 605.410522
	Iteration 17Q: 3 clusters Score -41762.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41764.812500 Penalty: 605.410522
	Iteration 18Q: 3 clusters Score -41764.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41766.546875 Penalty: 605.410522
	Iteration 19Q: 3 clusters Score -41766.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41770.476562 Penalty: 605.410522
	Iteration 20F: 3 clusters Score -41770.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41771.246094 Penalty: 605.410522
	Iteration 21Q: 3 clusters Score -41771.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41772.226562 Penalty: 605.410522
	Iteration 22Q: 3 clusters Score -41772.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41779.027344 Penalty: 605.410522
	Iteration 23Q: 3 clusters Score -41779.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41789.324219 Penalty: 605.410522
	Iteration 24Q: 3 clusters Score -41789.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41806.429688 Penalty: 605.410522
	Iteration 25Q: 3 clusters Score -41806.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41824.796875 Penalty: 605.410522
	Iteration 26Q: 3 clusters Score -41824.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41836.523438 Penalty: 605.410522
	Iteration 27Q: 3 clusters Score -41836.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41840.675781 Penalty: 605.410522
	Iteration 28Q: 3 clusters Score -41840.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41842.472656 Penalty: 605.410522
	Iteration 29Q: 3 clusters Score -41842.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41843.757812 Penalty: 605.410522
	Iteration 30Q: 3 clusters Score -41843.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41850.335938 Penalty: 605.410522
	Iteration 31Q: 3 clusters Score -41850.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41852.773438 Penalty: 605.410522
	Iteration 32Q: 3 clusters Score -41852.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41853.718750 Penalty: 605.410522
	Iteration 33Q: 3 clusters Score -41853.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41857.515625 Penalty: 605.410522
	Iteration 34Q: 3 clusters Score -41857.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41861.156250 Penalty: 605.410522
	Iteration 35Q: 3 clusters Score -41861.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41866.148438 Penalty: 605.410522
	Iteration 36Q: 3 clusters Score -41866.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41871.593750 Penalty: 605.410522
	Iteration 37Q: 3 clusters Score -41871.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -41874.441406 Penalty: 605.410522
	Iteration 38Q: 3 clusters Score -41874.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41877.394531 Penalty: 605.410522
	Iteration 39Q: 3 clusters Score -41877.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41880.468750 Penalty: 605.410522
	Iteration 40F: 3 clusters Score -41880.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41883.277344 Penalty: 605.410522
	Iteration 41Q: 3 clusters Score -41883.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41887.652344 Penalty: 605.410522
	Iteration 42Q: 3 clusters Score -41887.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41898.164062 Penalty: 605.410522
	Iteration 43Q: 3 clusters Score -41898.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41906.042969 Penalty: 605.410522
	Iteration 44Q: 3 clusters Score -41906.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41912.000000 Penalty: 605.410522
	Iteration 45Q: 3 clusters Score -41912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41915.378906 Penalty: 605.410522
	Iteration 46Q: 3 clusters Score -41915.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41916.542969 Penalty: 605.410522
	Iteration 47Q: 3 clusters Score -41916.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41917.699219 Penalty: 605.410522
	Iteration 48Q: 3 clusters Score -41917.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41918.753906 Penalty: 605.410522
	Iteration 49Q: 3 clusters Score -41918.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41923.050781 Penalty: 605.410522
	Iteration 50Q: 3 clusters Score -41923.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41934.105469 Penalty: 605.410522
	Iteration 51Q: 3 clusters Score -41934.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41941.218750 Penalty: 605.410522
	Iteration 52Q: 3 clusters Score -41941.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41943.964844 Penalty: 605.410522
	Iteration 53Q: 3 clusters Score -41943.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41943.964844 Penalty: 605.410522
	Iteration 54F: 3 clusters Score -41943.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -79590.281250 Penalty: 326.797028
	Iteration 0F: 2 clusters Score -79590.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -78597.679688 Penalty: 653.594055
	Iteration 0F: 3 clusters Score -78597.68 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -78930.593750 Penalty: 653.594055
	Iteration 1F: 3 clusters Score -78930.59 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -78998.703125 Penalty: 653.594055
	Iteration 2F: 3 clusters Score -78998.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -79036.414062 Penalty: 653.594055
	Iteration 3F: 3 clusters Score -79036.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -79076.140625 Penalty: 653.594055
	Iteration 4Q: 3 clusters Score -79076.14 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -79112.976562 Penalty: 653.594055
	Iteration 5Q: 3 clusters Score -79112.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -79141.781250 Penalty: 653.594055
	Iteration 6Q: 3 clusters Score -79141.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -79163.632812 Penalty: 653.594055
	Iteration 7Q: 3 clusters Score -79163.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -79178.507812 Penalty: 653.594055
	Iteration 8Q: 3 clusters Score -79178.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -79185.218750 Penalty: 653.594055
	Iteration 9Q: 3 clusters Score -79185.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -79189.335938 Penalty: 653.594055
	Iteration 10Q: 3 clusters Score -79189.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -79195.546875 Penalty: 653.594055
	Iteration 11Q: 3 clusters Score -79195.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -79201.523438 Penalty: 653.594055
	Iteration 12Q: 3 clusters Score -79201.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -79206.031250 Penalty: 653.594055
	Iteration 13Q: 3 clusters Score -79206.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -79207.960938 Penalty: 653.594055
	Iteration 14Q: 3 clusters Score -79207.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -79211.304688 Penalty: 653.594055
	Iteration 15Q: 3 clusters Score -79211.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -79213.679688 Penalty: 653.594055
	Iteration 16Q: 3 clusters Score -79213.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -79219.929688 Penalty: 653.594055
	Iteration 17Q: 3 clusters Score -79219.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -79229.062500 Penalty: 653.594055
	Iteration 18Q: 3 clusters Score -79229.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -79235.015625 Penalty: 653.594055
	Iteration 19Q: 3 clusters Score -79235.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -79242.992188 Penalty: 653.594055
	Iteration 20F: 3 clusters Score -79242.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -79249.843750 Penalty: 653.594055
	Iteration 21Q: 3 clusters Score -79249.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -79255.601562 Penalty: 653.594055
	Iteration 22Q: 3 clusters Score -79255.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -79259.789062 Penalty: 653.594055
	Iteration 23Q: 3 clusters Score -79259.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -79266.250000 Penalty: 653.594055
	Iteration 24Q: 3 clusters Score -79266.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -79272.687500 Penalty: 653.594055
	Iteration 25Q: 3 clusters Score -79272.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -79278.507812 Penalty: 653.594055
	Iteration 26Q: 3 clusters Score -79278.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -79282.937500 Penalty: 653.594055
	Iteration 27Q: 3 clusters Score -79282.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -79292.687500 Penalty: 653.594055
	Iteration 28Q: 3 clusters Score -79292.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -79301.703125 Penalty: 653.594055
	Iteration 29Q: 3 clusters Score -79301.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -79307.375000 Penalty: 653.594055
	Iteration 30Q: 3 clusters Score -79307.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -79311.476562 Penalty: 653.594055
	Iteration 31Q: 3 clusters Score -79311.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -79316.812500 Penalty: 653.594055
	Iteration 32Q: 3 clusters Score -79316.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -79323.210938 Penalty: 653.594055
	Iteration 33Q: 3 clusters Score -79323.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -79327.734375 Penalty: 653.594055
	Iteration 34Q: 3 clusters Score -79327.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -79330.843750 Penalty: 653.594055
	Iteration 35Q: 3 clusters Score -79330.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -79333.859375 Penalty: 653.594055
	Iteration 36Q: 3 clusters Score -79333.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -79337.445312 Penalty: 653.594055
	Iteration 37Q: 3 clusters Score -79337.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -79341.906250 Penalty: 653.594055
	Iteration 38Q: 3 clusters Score -79341.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -79348.820312 Penalty: 653.594055
	Iteration 39Q: 3 clusters Score -79348.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -79356.031250 Penalty: 653.594055
	Iteration 40F: 3 clusters Score -79356.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -79360.226562 Penalty: 653.594055
	Iteration 41Q: 3 clusters Score -79360.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -79367.296875 Penalty: 653.594055
	Iteration 42Q: 3 clusters Score -79367.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -79373.164062 Penalty: 653.594055
	Iteration 43Q: 3 clusters Score -79373.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -79378.632812 Penalty: 653.594055
	Iteration 44Q: 3 clusters Score -79378.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -79381.304688 Penalty: 653.594055
	Iteration 45Q: 3 clusters Score -79381.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -79382.242188 Penalty: 653.594055
	Iteration 46Q: 3 clusters Score -79382.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -79383.039062 Penalty: 653.594055
	Iteration 47Q: 3 clusters Score -79383.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -79383.226562 Penalty: 653.594055
	Iteration 48Q: 3 clusters Score -79383.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -79383.437500 Penalty: 653.594055
	Iteration 49Q: 3 clusters Score -79383.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -79384.085938 Penalty: 653.594055
	Iteration 50Q: 3 clusters Score -79384.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -79384.500000 Penalty: 653.594055
	Iteration 51Q: 3 clusters Score -79384.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -79385.343750 Penalty: 653.594055
	Iteration 52Q: 3 clusters Score -79385.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -79385.796875 Penalty: 653.594055
	Iteration 53Q: 3 clusters Score -79385.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -79387.445312 Penalty: 653.594055
	Iteration 54Q: 3 clusters Score -79387.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -79387.664062 Penalty: 653.594055
	Iteration 55Q: 3 clusters Score -79387.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -79387.664062 Penalty: 653.594055
	Iteration 56F: 3 clusters Score -79387.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Entering Unmasked Estep 
Score: -1168252.125000 Penalty: 447.708557
	Iteration 0F: 2 clusters Score -1168252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1155738.375000 Penalty: 895.417114
	Iteration 0F: 3 clusters Score -1155738 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1161052.375000 Penalty: 895.417114
	Iteration 1F: 3 clusters Score -1161052 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1161738.625000 Penalty: 895.417114
	Iteration 2F: 3 clusters Score -1161739 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1162832.750000 Penalty: 895.417114
	Iteration 3F: 3 clusters Score -1162833 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1164291.250000 Penalty: 895.417114
	Iteration 4F: 3 clusters Score -1164291 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1165873.125000 Penalty: 895.417114
	Iteration 5F: 3 clusters Score -1165873 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1167015.125000 Penalty: 895.417114
	Iteration 6F: 3 clusters Score -1167015 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -1167577.750000 Penalty: 895.417114
	Iteration 7Q: 3 clusters Score -1167578 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -1167770.750000 Penalty: 895.417114
	Iteration 8Q: 3 clusters Score -1167771 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -1167848.625000 Penalty: 895.417114
	Iteration 9Q: 3 clusters Score -1167849 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -1167887.500000 Penalty: 895.417114
	Iteration 10Q: 3 clusters Score -1167888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -1167914.500000 Penalty: 895.417114
	Iteration 11Q: 3 clusters Score -1167914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -1167924.875000 Penalty: 895.417114
	Iteration 12Q: 3 clusters Score -1167925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -1167927.000000 Penalty: 895.417114
	Iteration 13Q: 3 clusters Score -1167927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -1167930.750000 Penalty: 895.417114
	Iteration 14Q: 3 clusters Score -1167931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -1167931.500000 Penalty: 895.417114
	Iteration 15Q: 3 clusters Score -1167932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -1167931.625000 Penalty: 895.417114
	Iteration 16Q: 3 clusters Score -1167932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -1167931.625000 Penalty: 895.417114
	Iteration 17F: 3 clusters Score -1167932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -44935.046875 Penalty: 303.230621
	Iteration 0F: 2 clusters Score -44935.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -44271.406250 Penalty: 606.461243
	Iteration 0F: 3 clusters Score -44271.41 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -44462.746094 Penalty: 606.461243
	Iteration 1F: 3 clusters Score -44462.75 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -44502.847656 Penalty: 606.461243
	Iteration 2F: 3 clusters Score -44502.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -44525.910156 Penalty: 606.461243
	Iteration 3Q: 3 clusters Score -44525.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -44544.292969 Penalty: 606.461243
	Iteration 4Q: 3 clusters Score -44544.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -44552.035156 Penalty: 606.461243
	Iteration 5Q: 3 clusters Score -44552.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -44556.242188 Penalty: 606.461243
	Iteration 6Q: 3 clusters Score -44556.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -44562.472656 Penalty: 606.461243
	Iteration 7Q: 3 clusters Score -44562.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -44565.015625 Penalty: 606.461243
	Iteration 8Q: 3 clusters Score -44565.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -44567.222656 Penalty: 606.461243
	Iteration 9Q: 3 clusters Score -44567.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -44569.851562 Penalty: 606.461243
	Iteration 10Q: 3 clusters Score -44569.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -44572.785156 Penalty: 606.461243
	Iteration 11Q: 3 clusters Score -44572.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -44573.542969 Penalty: 606.461243
	Iteration 12Q: 3 clusters Score -44573.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -44574.273438 Penalty: 606.461243
	Iteration 13Q: 3 clusters Score -44574.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -44574.921875 Penalty: 606.461243
	Iteration 14Q: 3 clusters Score -44574.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -44576.105469 Penalty: 606.461243
	Iteration 15Q: 3 clusters Score -44576.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -44577.691406 Penalty: 606.461243
	Iteration 16Q: 3 clusters Score -44577.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -44578.644531 Penalty: 606.461243
	Iteration 17Q: 3 clusters Score -44578.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -44580.019531 Penalty: 606.461243
	Iteration 18Q: 3 clusters Score -44580.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -44580.800781 Penalty: 606.461243
	Iteration 19Q: 3 clusters Score -44580.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -44582.218750 Penalty: 606.461243
	Iteration 20F: 3 clusters Score -44582.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -44586.253906 Penalty: 606.461243
	Iteration 21Q: 3 clusters Score -44586.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -44589.234375 Penalty: 606.461243
	Iteration 22Q: 3 clusters Score -44589.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -44590.324219 Penalty: 606.461243
	Iteration 23Q: 3 clusters Score -44590.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -44590.878906 Penalty: 606.461243
	Iteration 24Q: 3 clusters Score -44590.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -44591.000000 Penalty: 606.461243
	Iteration 25Q: 3 clusters Score -44591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -44591.000000 Penalty: 606.461243
	Iteration 26F: 3 clusters Score -44591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (61151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61151 members 
Entering Unmasked Estep 
Score: -4015804.750000 Penalty: 501.460144
	Iteration 0F: 2 clusters Score -4015805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -3975655.000000 Penalty: 1002.920288
	Iteration 0F: 3 clusters Score -3975655 nChanged 29680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -3993593.000000 Penalty: 1002.920288
	Iteration 1F: 3 clusters Score -3993593 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -3994602.750000 Penalty: 1002.920288
	Iteration 2Q: 3 clusters Score -3994603 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -3996151.500000 Penalty: 1002.920288
	Iteration 3F: 3 clusters Score -3996152 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -3998172.000000 Penalty: 1002.920288
	Iteration 4F: 3 clusters Score -3998172 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -4000754.000000 Penalty: 1002.920288
	Iteration 5F: 3 clusters Score -4000754 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -4003832.500000 Penalty: 1002.920288
	Iteration 6F: 3 clusters Score -4003832 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -4006959.500000 Penalty: 1002.920288
	Iteration 7F: 3 clusters Score -4006960 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -4009577.000000 Penalty: 1002.920288
	Iteration 8Q: 3 clusters Score -4009577 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -4011204.750000 Penalty: 1002.920288
	Iteration 9Q: 3 clusters Score -4011205 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -4012218.250000 Penalty: 1002.920288
	Iteration 10Q: 3 clusters Score -4012218 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -4012825.500000 Penalty: 1002.920288
	Iteration 11Q: 3 clusters Score -4012826 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -4013320.750000 Penalty: 1002.920288
	Iteration 12Q: 3 clusters Score -4013321 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -4013689.500000 Penalty: 1002.920288
	Iteration 13Q: 3 clusters Score -4013690 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
Score: -4014004.500000 Penalty: 1002.920288
	Iteration 14Q: 3 clusters Score -4014004 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 59333 members 
Entering Unmasked Estep 
Score: -4014261.250000 Penalty: 1002.920288
	Iteration 15Q: 3 clusters Score -4014261 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -4014470.500000 Penalty: 1002.920288
	Iteration 16Q: 3 clusters Score -4014470 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 59875 members 
Entering Unmasked Estep 
Score: -4014629.250000 Penalty: 1002.920288
	Iteration 17Q: 3 clusters Score -4014629 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 60086 members 
Entering Unmasked Estep 
Score: -4014793.750000 Penalty: 1002.920288
	Iteration 18Q: 3 clusters Score -4014794 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 60253 members 
Entering Unmasked Estep 
Score: -4014922.500000 Penalty: 1002.920288
	Iteration 19Q: 3 clusters Score -4014922 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -4015017.500000 Penalty: 1002.920288
	Iteration 20F: 3 clusters Score -4015018 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 60487 members 
Entering Unmasked Estep 
Score: -4015086.750000 Penalty: 1002.920288
	Iteration 21Q: 3 clusters Score -4015087 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -4015142.750000 Penalty: 1002.920288
	Iteration 22Q: 3 clusters Score -4015143 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 60633 members 
Entering Unmasked Estep 
Score: -4015185.000000 Penalty: 1002.920288
	Iteration 23Q: 3 clusters Score -4015185 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -4015214.250000 Penalty: 1002.920288
	Iteration 24Q: 3 clusters Score -4015214 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -4015239.500000 Penalty: 1002.920288
	Iteration 25Q: 3 clusters Score -4015240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -4015253.250000 Penalty: 1002.920288
	Iteration 26Q: 3 clusters Score -4015253 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -4015274.500000 Penalty: 1002.920288
	Iteration 27Q: 3 clusters Score -4015274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 60810 members 
Entering Unmasked Estep 
Score: -4015292.750000 Penalty: 1002.920288
	Iteration 28Q: 3 clusters Score -4015293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 60826 members 
Entering Unmasked Estep 
Score: -4015303.000000 Penalty: 1002.920288
	Iteration 29Q: 3 clusters Score -4015303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
Score: -4015318.750000 Penalty: 1002.920288
	Iteration 30Q: 3 clusters Score -4015319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 60853 members 
Entering Unmasked Estep 
Score: -4015333.250000 Penalty: 1002.920288
	Iteration 31Q: 3 clusters Score -4015333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -4015342.000000 Penalty: 1002.920288
	Iteration 32Q: 3 clusters Score -4015342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -4015342.000000 Penalty: 1002.920288
	Iteration 33Q: 3 clusters Score -4015342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -4015352.500000 Penalty: 1002.920288
	Iteration 34Q: 3 clusters Score -4015352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -4015354.750000 Penalty: 1002.920288
	Iteration 35Q: 3 clusters Score -4015355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -4015354.500000 Penalty: 1002.920288
	Iteration 36Q: 3 clusters Score -4015354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -4015356.750000 Penalty: 1002.920288
	Iteration 37Q: 3 clusters Score -4015357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -4015356.750000 Penalty: 1002.920288
	Iteration 38F: 3 clusters Score -4015357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Entering Unmasked Estep 
Score: -207532.609375 Penalty: 364.015869
	Iteration 0F: 2 clusters Score -207532.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -205465.125000 Penalty: 728.031738
	Iteration 0F: 3 clusters Score -205465.1 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -206183.000000 Penalty: 728.031738
	Iteration 1F: 3 clusters Score -206183 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -206267.625000 Penalty: 728.031738
	Iteration 2F: 3 clusters Score -206267.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -206340.687500 Penalty: 728.031738
	Iteration 3Q: 3 clusters Score -206340.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -206417.890625 Penalty: 728.031738
	Iteration 4Q: 3 clusters Score -206417.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -206508.750000 Penalty: 728.031738
	Iteration 5Q: 3 clusters Score -206508.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -206613.218750 Penalty: 728.031738
	Iteration 6Q: 3 clusters Score -206613.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -206709.750000 Penalty: 728.031738
	Iteration 7Q: 3 clusters Score -206709.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -206778.406250 Penalty: 728.031738
	Iteration 8Q: 3 clusters Score -206778.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -206829.250000 Penalty: 728.031738
	Iteration 9Q: 3 clusters Score -206829.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -206857.453125 Penalty: 728.031738
	Iteration 10Q: 3 clusters Score -206857.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -206879.546875 Penalty: 728.031738
	Iteration 11Q: 3 clusters Score -206879.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -206895.406250 Penalty: 728.031738
	Iteration 12Q: 3 clusters Score -206895.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -206908.953125 Penalty: 728.031738
	Iteration 13Q: 3 clusters Score -206909 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -206923.375000 Penalty: 728.031738
	Iteration 14Q: 3 clusters Score -206923.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -206935.890625 Penalty: 728.031738
	Iteration 15Q: 3 clusters Score -206935.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -206951.203125 Penalty: 728.031738
	Iteration 16Q: 3 clusters Score -206951.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -206967.937500 Penalty: 728.031738
	Iteration 17Q: 3 clusters Score -206967.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -206979.312500 Penalty: 728.031738
	Iteration 18Q: 3 clusters Score -206979.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -206988.562500 Penalty: 728.031738
	Iteration 19Q: 3 clusters Score -206988.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -206992.093750 Penalty: 728.031738
	Iteration 20F: 3 clusters Score -206992.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -206998.125000 Penalty: 728.031738
	Iteration 21Q: 3 clusters Score -206998.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -207006.296875 Penalty: 728.031738
	Iteration 22Q: 3 clusters Score -207006.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -207014.187500 Penalty: 728.031738
	Iteration 23Q: 3 clusters Score -207014.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -207020.359375 Penalty: 728.031738
	Iteration 24Q: 3 clusters Score -207020.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -207025.046875 Penalty: 728.031738
	Iteration 25Q: 3 clusters Score -207025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -207026.796875 Penalty: 728.031738
	Iteration 26Q: 3 clusters Score -207026.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -207029.437500 Penalty: 728.031738
	Iteration 27Q: 3 clusters Score -207029.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -207031.015625 Penalty: 728.031738
	Iteration 28Q: 3 clusters Score -207031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -207030.984375 Penalty: 728.031738
	Iteration 29Q: 3 clusters Score -207031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -207031.390625 Penalty: 728.031738
	Iteration 30Q: 3 clusters Score -207031.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -207031.593750 Penalty: 728.031738
	Iteration 31Q: 3 clusters Score -207031.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -207031.593750 Penalty: 728.031738
	Iteration 32F: 3 clusters Score -207031.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -17363.564453 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -17363.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -16984.496094 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -16984.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17106.242188 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -17106.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17156.546875 Penalty: 534.618713
	Iteration 2F: 3 clusters Score -17156.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17230.232422 Penalty: 534.618713
	Iteration 3F: 3 clusters Score -17230.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17281.253906 Penalty: 534.618713
	Iteration 4F: 3 clusters Score -17281.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17299.785156 Penalty: 534.618713
	Iteration 5Q: 3 clusters Score -17299.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17310.544922 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -17310.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17319.031250 Penalty: 534.618713
	Iteration 7Q: 3 clusters Score -17319.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17330.128906 Penalty: 534.618713
	Iteration 8Q: 3 clusters Score -17330.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17340.355469 Penalty: 534.618713
	Iteration 9Q: 3 clusters Score -17340.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17353.425781 Penalty: 534.618713
	Iteration 10Q: 3 clusters Score -17353.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17361.726562 Penalty: 534.618713
	Iteration 11Q: 3 clusters Score -17361.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17366.226562 Penalty: 534.618713
	Iteration 12Q: 3 clusters Score -17366.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17368.667969 Penalty: 534.618713
	Iteration 13Q: 3 clusters Score -17368.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17368.667969 Penalty: 534.618713
	Iteration 14F: 3 clusters Score -17368.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66400 members 
Mstep: Class 3 contains 3807 members 
Mstep: Class 4 contains 940 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 22016 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 3495 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46089 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 18765 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 15 contains 61151 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 249 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 21045 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 43778 members 
Mstep: Class 24 contains 1422 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 110506 members 
Mstep: Class 28 contains 36826 members 
Mstep: Class 29 contains 4413 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11839 members 
Mstep: Class 32 contains 92473 members 
Mstep: Class 33 contains 107 members 
Entering Unmasked Estep 
Score: -35829752.000000 Penalty: 19926.087891
Splitting cluster 17 changes total score from -35831284.000000 to -35829752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (3230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Entering Unmasked Estep 
Score: -224964.093750 Penalty: 367.650787
	Iteration 0F: 2 clusters Score -224964.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -222789.453125 Penalty: 735.301575
	Iteration 0F: 3 clusters Score -222789.5 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -223568.281250 Penalty: 735.301575
	Iteration 1F: 3 clusters Score -223568.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -223654.734375 Penalty: 735.301575
	Iteration 2F: 3 clusters Score -223654.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -223720.046875 Penalty: 735.301575
	Iteration 3Q: 3 clusters Score -223720 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -223800.593750 Penalty: 735.301575
	Iteration 4Q: 3 clusters Score -223800.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -223929.875000 Penalty: 735.301575
	Iteration 5Q: 3 clusters Score -223929.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -224072.046875 Penalty: 735.301575
	Iteration 6F: 3 clusters Score -224072 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -224141.234375 Penalty: 735.301575
	Iteration 7Q: 3 clusters Score -224141.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -224166.640625 Penalty: 735.301575
	Iteration 8Q: 3 clusters Score -224166.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -224186.078125 Penalty: 735.301575
	Iteration 9Q: 3 clusters Score -224186.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -224199.937500 Penalty: 735.301575
	Iteration 10Q: 3 clusters Score -224199.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -224210.875000 Penalty: 735.301575
	Iteration 11Q: 3 clusters Score -224210.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -224221.937500 Penalty: 735.301575
	Iteration 12Q: 3 clusters Score -224221.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -224241.390625 Penalty: 735.301575
	Iteration 13Q: 3 clusters Score -224241.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -224263.093750 Penalty: 735.301575
	Iteration 14Q: 3 clusters Score -224263.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -224277.093750 Penalty: 735.301575
	Iteration 15Q: 3 clusters Score -224277.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -224286.156250 Penalty: 735.301575
	Iteration 16Q: 3 clusters Score -224286.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -224290.640625 Penalty: 735.301575
	Iteration 17Q: 3 clusters Score -224290.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -224294.093750 Penalty: 735.301575
	Iteration 18Q: 3 clusters Score -224294.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -224298.203125 Penalty: 735.301575
	Iteration 19Q: 3 clusters Score -224298.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -224303.468750 Penalty: 735.301575
	Iteration 20F: 3 clusters Score -224303.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -224305.468750 Penalty: 735.301575
	Iteration 21Q: 3 clusters Score -224305.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -224307.687500 Penalty: 735.301575
	Iteration 22Q: 3 clusters Score -224307.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -224310.296875 Penalty: 735.301575
	Iteration 23Q: 3 clusters Score -224310.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -224312.843750 Penalty: 735.301575
	Iteration 24Q: 3 clusters Score -224312.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -224315.031250 Penalty: 735.301575
	Iteration 25Q: 3 clusters Score -224315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -224317.125000 Penalty: 735.301575
	Iteration 26Q: 3 clusters Score -224317.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -224319.640625 Penalty: 735.301575
	Iteration 27Q: 3 clusters Score -224319.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -224325.656250 Penalty: 735.301575
	Iteration 28Q: 3 clusters Score -224325.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -224335.046875 Penalty: 735.301575
	Iteration 29Q: 3 clusters Score -224335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -224348.546875 Penalty: 735.301575
	Iteration 30Q: 3 clusters Score -224348.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -224356.156250 Penalty: 735.301575
	Iteration 31Q: 3 clusters Score -224356.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -224362.156250 Penalty: 735.301575
	Iteration 32Q: 3 clusters Score -224362.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -224366.921875 Penalty: 735.301575
	Iteration 33Q: 3 clusters Score -224366.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -224372.906250 Penalty: 735.301575
	Iteration 34Q: 3 clusters Score -224372.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -224379.062500 Penalty: 735.301575
	Iteration 35Q: 3 clusters Score -224379.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -224390.687500 Penalty: 735.301575
	Iteration 36Q: 3 clusters Score -224390.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -224401.062500 Penalty: 735.301575
	Iteration 37Q: 3 clusters Score -224401.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -224413.765625 Penalty: 735.301575
	Iteration 38Q: 3 clusters Score -224413.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -224427.875000 Penalty: 735.301575
	Iteration 39Q: 3 clusters Score -224427.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -224437.625000 Penalty: 735.301575
	Iteration 40F: 3 clusters Score -224437.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -224451.937500 Penalty: 735.301575
	Iteration 41Q: 3 clusters Score -224451.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -224467.437500 Penalty: 735.301575
	Iteration 42Q: 3 clusters Score -224467.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -224482.125000 Penalty: 735.301575
	Iteration 43Q: 3 clusters Score -224482.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -224489.656250 Penalty: 735.301575
	Iteration 44Q: 3 clusters Score -224489.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -224500.468750 Penalty: 735.301575
	Iteration 45Q: 3 clusters Score -224500.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -224510.359375 Penalty: 735.301575
	Iteration 46Q: 3 clusters Score -224510.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -224518.093750 Penalty: 735.301575
	Iteration 47Q: 3 clusters Score -224518.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -224523.093750 Penalty: 735.301575
	Iteration 48Q: 3 clusters Score -224523.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -224530.796875 Penalty: 735.301575
	Iteration 49Q: 3 clusters Score -224530.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -224534.875000 Penalty: 735.301575
	Iteration 50Q: 3 clusters Score -224534.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -224543.015625 Penalty: 735.301575
	Iteration 51Q: 3 clusters Score -224543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -224551.687500 Penalty: 735.301575
	Iteration 52Q: 3 clusters Score -224551.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -224555.031250 Penalty: 735.301575
	Iteration 53Q: 3 clusters Score -224555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -224558.640625 Penalty: 735.301575
	Iteration 54Q: 3 clusters Score -224558.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -224562.453125 Penalty: 735.301575
	Iteration 55Q: 3 clusters Score -224562.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -224564.015625 Penalty: 735.301575
	Iteration 56Q: 3 clusters Score -224564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -224564.593750 Penalty: 735.301575
	Iteration 57Q: 3 clusters Score -224564.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -224566.343750 Penalty: 735.301575
	Iteration 58Q: 3 clusters Score -224566.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -224568.343750 Penalty: 735.301575
	Iteration 59Q: 3 clusters Score -224568.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -224570.812500 Penalty: 735.301575
	Iteration 60F: 3 clusters Score -224570.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -224571.937500 Penalty: 735.301575
	Iteration 61Q: 3 clusters Score -224571.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -224572.796875 Penalty: 735.301575
	Iteration 62Q: 3 clusters Score -224572.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -224576.437500 Penalty: 735.301575
	Iteration 63Q: 3 clusters Score -224576.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -224580.828125 Penalty: 735.301575
	Iteration 64Q: 3 clusters Score -224580.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -224581.531250 Penalty: 735.301575
	Iteration 65Q: 3 clusters Score -224581.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -224581.703125 Penalty: 735.301575
	Iteration 66Q: 3 clusters Score -224581.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -224582.484375 Penalty: 735.301575
	Iteration 67Q: 3 clusters Score -224582.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -224583.281250 Penalty: 735.301575
	Iteration 68Q: 3 clusters Score -224583.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -224584.234375 Penalty: 735.301575
	Iteration 69Q: 3 clusters Score -224584.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -224584.640625 Penalty: 735.301575
	Iteration 70Q: 3 clusters Score -224584.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -224584.640625 Penalty: 735.301575
	Iteration 71F: 3 clusters Score -224584.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -38133.441406 Penalty: 298.462494
	Iteration 0F: 2 clusters Score -38133.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -37506.808594 Penalty: 596.924988
	Iteration 0F: 3 clusters Score -37506.81 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -37688.941406 Penalty: 596.924988
	Iteration 1F: 3 clusters Score -37688.94 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37744.546875 Penalty: 596.924988
	Iteration 2F: 3 clusters Score -37744.55 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37796.281250 Penalty: 596.924988
	Iteration 3F: 3 clusters Score -37796.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -37821.359375 Penalty: 596.924988
	Iteration 4Q: 3 clusters Score -37821.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -37846.039062 Penalty: 596.924988
	Iteration 5Q: 3 clusters Score -37846.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37882.203125 Penalty: 596.924988
	Iteration 6Q: 3 clusters Score -37882.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37903.660156 Penalty: 596.924988
	Iteration 7Q: 3 clusters Score -37903.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37923.515625 Penalty: 596.924988
	Iteration 8Q: 3 clusters Score -37923.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37932.671875 Penalty: 596.924988
	Iteration 9Q: 3 clusters Score -37932.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -37949.695312 Penalty: 596.924988
	Iteration 10Q: 3 clusters Score -37949.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -37962.480469 Penalty: 596.924988
	Iteration 11Q: 3 clusters Score -37962.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -37976.542969 Penalty: 596.924988
	Iteration 12Q: 3 clusters Score -37976.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -37983.796875 Penalty: 596.924988
	Iteration 13Q: 3 clusters Score -37983.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37987.398438 Penalty: 596.924988
	Iteration 14Q: 3 clusters Score -37987.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -37990.507812 Penalty: 596.924988
	Iteration 15Q: 3 clusters Score -37990.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -37995.105469 Penalty: 596.924988
	Iteration 16Q: 3 clusters Score -37995.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37996.625000 Penalty: 596.924988
	Iteration 17Q: 3 clusters Score -37996.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37996.910156 Penalty: 596.924988
	Iteration 18Q: 3 clusters Score -37996.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -37997.078125 Penalty: 596.924988
	Iteration 19Q: 3 clusters Score -37997.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -37997.507812 Penalty: 596.924988
	Iteration 20F: 3 clusters Score -37997.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37998.417969 Penalty: 596.924988
	Iteration 21Q: 3 clusters Score -37998.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37998.417969 Penalty: 596.924988
	Iteration 22F: 3 clusters Score -37998.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -14799.321289 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -14799.32 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 141 members 
Entering Unmasked Estep 
Score: -14496.416992 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -14496.42 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14590.874023 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -14590.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14627.356445 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -14627.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14662.784180 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -14662.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14713.845703 Penalty: 509.792816
	Iteration 4F: 3 clusters Score -14713.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14756.553711 Penalty: 509.792816
	Iteration 5F: 3 clusters Score -14756.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14812.384766 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -14812.38 nChanged 9
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: -14881.735352 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -14881.74 nChanged 2
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: -14890.543945 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -14890.54 nChanged 2
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: -14896.683594 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -14896.68 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: -14896.683594 Penalty: 509.792816
	Iteration 10F: 3 clusters Score -14896.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66400 members 
Mstep: Class 3 contains 3807 members 
Mstep: Class 4 contains 940 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 22016 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 3495 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46089 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 18765 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 15 contains 61151 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 142 members 
Mstep: Class 21 contains 21045 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 43778 members 
Mstep: Class 24 contains 1422 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 110506 members 
Mstep: Class 28 contains 36826 members 
Mstep: Class 29 contains 4413 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11839 members 
Mstep: Class 32 contains 92473 members 
Mstep: Class 33 contains 129 members 
Entering Unmasked Estep 
Score: -35829836.000000 Penalty: 19926.087891
Splitting cluster 20 changes total score from -35831284.000000 to -35829836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (21045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Entering Unmasked Estep 
Score: -1368765.500000 Penalty: 452.926025
	Iteration 0F: 2 clusters Score -1368766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1354796.875000 Penalty: 905.852051
	Iteration 0F: 3 clusters Score -1354797 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1360892.250000 Penalty: 905.852051
	Iteration 1F: 3 clusters Score -1360892 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1361553.375000 Penalty: 905.852051
	Iteration 2F: 3 clusters Score -1361553 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1362573.000000 Penalty: 905.852051
	Iteration 3F: 3 clusters Score -1362573 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1364030.375000 Penalty: 905.852051
	Iteration 4F: 3 clusters Score -1364030 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1365453.250000 Penalty: 905.852051
	Iteration 5F: 3 clusters Score -1365453 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1366242.750000 Penalty: 905.852051
	Iteration 6F: 3 clusters Score -1366243 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1366594.375000 Penalty: 905.852051
	Iteration 7Q: 3 clusters Score -1366594 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1366836.000000 Penalty: 905.852051
	Iteration 8Q: 3 clusters Score -1366836 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1367058.875000 Penalty: 905.852051
	Iteration 9Q: 3 clusters Score -1367059 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1367270.750000 Penalty: 905.852051
	Iteration 10Q: 3 clusters Score -1367271 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1367470.375000 Penalty: 905.852051
	Iteration 11Q: 3 clusters Score -1367470 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1367707.750000 Penalty: 905.852051
	Iteration 12Q: 3 clusters Score -1367708 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1367945.000000 Penalty: 905.852051
	Iteration 13Q: 3 clusters Score -1367945 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1368168.125000 Penalty: 905.852051
	Iteration 14Q: 3 clusters Score -1368168 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1368363.000000 Penalty: 905.852051
	Iteration 15Q: 3 clusters Score -1368363 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1368507.625000 Penalty: 905.852051
	Iteration 16Q: 3 clusters Score -1368508 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1368598.250000 Penalty: 905.852051
	Iteration 17Q: 3 clusters Score -1368598 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1368651.875000 Penalty: 905.852051
	Iteration 18Q: 3 clusters Score -1368652 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1368673.250000 Penalty: 905.852051
	Iteration 19Q: 3 clusters Score -1368673 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1368712.250000 Penalty: 905.852051
	Iteration 20F: 3 clusters Score -1368712 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1368727.500000 Penalty: 905.852051
	Iteration 21Q: 3 clusters Score -1368728 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1368728.875000 Penalty: 905.852051
	Iteration 22Q: 3 clusters Score -1368729 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1368736.625000 Penalty: 905.852051
	Iteration 23Q: 3 clusters Score -1368737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1368733.000000 Penalty: 905.852051
	Iteration 24Q: 3 clusters Score -1368733 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1368739.625000 Penalty: 905.852051
	Iteration 25Q: 3 clusters Score -1368740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1368741.125000 Penalty: 905.852051
	Iteration 26Q: 3 clusters Score -1368741 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1368743.125000 Penalty: 905.852051
	Iteration 27Q: 3 clusters Score -1368743 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1368746.625000 Penalty: 905.852051
	Iteration 28Q: 3 clusters Score -1368747 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1368749.750000 Penalty: 905.852051
	Iteration 29Q: 3 clusters Score -1368750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1368753.125000 Penalty: 905.852051
	Iteration 30Q: 3 clusters Score -1368753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1368750.750000 Penalty: 905.852051
	Iteration 31Q: 3 clusters Score -1368751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1368751.500000 Penalty: 905.852051
	Iteration 32Q: 3 clusters Score -1368752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1368754.625000 Penalty: 905.852051
	Iteration 33Q: 3 clusters Score -1368755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1368755.000000 Penalty: 905.852051
	Iteration 34Q: 3 clusters Score -1368755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1368758.500000 Penalty: 905.852051
	Iteration 35Q: 3 clusters Score -1368758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1368761.625000 Penalty: 905.852051
	Iteration 36Q: 3 clusters Score -1368762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1368760.250000 Penalty: 905.852051
	Iteration 37Q: 3 clusters Score -1368760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1368761.500000 Penalty: 905.852051
	Iteration 38Q: 3 clusters Score -1368762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1368767.625000 Penalty: 905.852051
	Iteration 39Q: 3 clusters Score -1368768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1368769.000000 Penalty: 905.852051
	Iteration 40F: 3 clusters Score -1368769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1368771.500000 Penalty: 905.852051
	Iteration 41Q: 3 clusters Score -1368772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1368770.375000 Penalty: 905.852051
	Iteration 42Q: 3 clusters Score -1368770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1368773.125000 Penalty: 905.852051
	Iteration 43Q: 3 clusters Score -1368773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1368772.875000 Penalty: 905.852051
	Iteration 44Q: 3 clusters Score -1368773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1368771.500000 Penalty: 905.852051
	Iteration 45Q: 3 clusters Score -1368772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1368770.750000 Penalty: 905.852051
	Iteration 46Q: 3 clusters Score -1368771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1368770.750000 Penalty: 905.852051
	Iteration 47Q: 3 clusters Score -1368771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1368770.750000 Penalty: 905.852051
	Iteration 48Q: 3 clusters Score -1368771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1368769.875000 Penalty: 905.852051
	Iteration 49Q: 3 clusters Score -1368770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1368770.750000 Penalty: 905.852051
	Iteration 50Q: 3 clusters Score -1368771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1368772.625000 Penalty: 905.852051
	Iteration 51Q: 3 clusters Score -1368773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1368772.750000 Penalty: 905.852051
	Iteration 52Q: 3 clusters Score -1368773 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1368774 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1368773 nChanged 4
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Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1368773 nChanged 5
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Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1368774 nChanged 7
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Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1368775 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1368778 nChanged 8
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Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1368777 nChanged 6
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Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1368775 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1368776 nChanged 5
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Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1368778 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1368778 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1368779 nChanged 13
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Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1368779 nChanged 21
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Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1368782 nChanged 26
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Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1368786 nChanged 17
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Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1368787 nChanged 17
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Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1368786 nChanged 19
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Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1368785 nChanged 18
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Mstep: Class 1 contains 9724 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1368787 nChanged 16
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Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1368788 nChanged 18
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Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1368791 nChanged 18
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Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1368792 nChanged 21
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Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1368792 nChanged 22
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Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1368793 nChanged 25
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Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 11441 members 
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Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 11470 members 
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	Iteration 78Q: 3 clusters Score -1368793 nChanged 36
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Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 11506 members 
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	Iteration 79Q: 3 clusters Score -1368789 nChanged 40
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Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1368794 nChanged 44
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Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1368804 nChanged 39
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Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 11629 members 
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	Iteration 82Q: 3 clusters Score -1368803 nChanged 42
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Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 11710 members 
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	Iteration 84Q: 3 clusters Score -1368804 nChanged 36
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Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 11746 members 
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Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 11782 members 
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	Iteration 86Q: 3 clusters Score -1368804 nChanged 45
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Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1368812 nChanged 37
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Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1368816 nChanged 40
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Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1368820 nChanged 37
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Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1368821 nChanged 44
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Mstep: Class 1 contains 9060 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1368825 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1368829 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1368830 nChanged 38
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Mstep: Class 1 contains 8937 members 
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	Iteration 94Q: 3 clusters Score -1368836 nChanged 47
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Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 12155 members 
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	Iteration 95Q: 3 clusters Score -1368840 nChanged 54
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Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1368844 nChanged 53
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Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1368844 nChanged 47
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Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 12309 members 
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	Iteration 98Q: 3 clusters Score -1368847 nChanged 54
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Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 12363 members 
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	Iteration 99Q: 3 clusters Score -1368854 nChanged 62
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Mstep: Class 1 contains 8620 members 
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	Iteration 100F: 3 clusters Score -1368864 nChanged 51
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Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1368867 nChanged 41
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Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 12517 members 
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	Iteration 102Q: 3 clusters Score -1368868 nChanged 33
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Mstep: Class 1 contains 8495 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1368867 nChanged 29
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Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 12579 members 
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	Iteration 104Q: 3 clusters Score -1368868 nChanged 38
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Mstep: Class 1 contains 8428 members 
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	Iteration 105Q: 3 clusters Score -1368871 nChanged 39
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Mstep: Class 1 contains 8389 members 
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	Iteration 106Q: 3 clusters Score -1368874 nChanged 39
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Mstep: Class 1 contains 8350 members 
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	Iteration 107Q: 3 clusters Score -1368875 nChanged 32
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Mstep: Class 1 contains 8318 members 
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	Iteration 108Q: 3 clusters Score -1368880 nChanged 34
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Mstep: Class 1 contains 8284 members 
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	Iteration 109Q: 3 clusters Score -1368880 nChanged 42
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Mstep: Class 1 contains 8242 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1368883 nChanged 42
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Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1368886 nChanged 37
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Mstep: Class 1 contains 8122 members 
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	Iteration 113Q: 3 clusters Score -1368890 nChanged 34
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Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 12957 members 
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	Iteration 114Q: 3 clusters Score -1368890 nChanged 37
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Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 12994 members 
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	Iteration 115Q: 3 clusters Score -1368893 nChanged 34
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Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 13028 members 
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	Iteration 116Q: 3 clusters Score -1368899 nChanged 40
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Mstep: Class 1 contains 7977 members 
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Mstep: Class 1 contains 7944 members 
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	Iteration 118Q: 3 clusters Score -1368901 nChanged 34
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Mstep: Class 1 contains 7910 members 
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	Iteration 119Q: 3 clusters Score -1368897 nChanged 42
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Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1368902 nChanged 47
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Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 13224 members 
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	Iteration 121Q: 3 clusters Score -1368907 nChanged 47
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Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 13271 members 
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	Iteration 122Q: 3 clusters Score -1368907 nChanged 37
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Mstep: Class 1 contains 7737 members 
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	Iteration 123Q: 3 clusters Score -1368908 nChanged 34
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Mstep: Class 1 contains 7703 members 
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	Iteration 124Q: 3 clusters Score -1368914 nChanged 32
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Mstep: Class 1 contains 7671 members 
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	Iteration 125Q: 3 clusters Score -1368917 nChanged 34
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Mstep: Class 1 contains 7637 members 
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	Iteration 126Q: 3 clusters Score -1368920 nChanged 35
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Mstep: Class 1 contains 7602 members 
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	Iteration 127Q: 3 clusters Score -1368926 nChanged 30
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Mstep: Class 1 contains 7572 members 
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	Iteration 128Q: 3 clusters Score -1368927 nChanged 40
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Mstep: Class 1 contains 7532 members 
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	Iteration 129Q: 3 clusters Score -1368930 nChanged 46
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Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 13559 members 
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	Iteration 130Q: 3 clusters Score -1368934 nChanged 53
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Mstep: Class 1 contains 7433 members 
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	Iteration 131Q: 3 clusters Score -1368936 nChanged 35
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Mstep: Class 1 contains 7398 members 
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	Iteration 132Q: 3 clusters Score -1368941 nChanged 20
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Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 13667 members 
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	Iteration 133Q: 3 clusters Score -1368942 nChanged 25
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Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 13692 members 
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	Iteration 134Q: 3 clusters Score -1368942 nChanged 21
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Mstep: Class 1 contains 7332 members 
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	Iteration 135Q: 3 clusters Score -1368941 nChanged 23
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Mstep: Class 1 contains 7309 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1368943 nChanged 27
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Mstep: Class 1 contains 7282 members 
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	Iteration 137Q: 3 clusters Score -1368948 nChanged 24
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Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 13787 members 
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	Iteration 138Q: 3 clusters Score -1368948 nChanged 25
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Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 13812 members 
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	Iteration 139Q: 3 clusters Score -1368946 nChanged 33
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Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 13845 members 
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	Iteration 140F: 3 clusters Score -1368946 nChanged 32
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Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1368947 nChanged 30
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Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1368946 nChanged 27
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Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1368950 nChanged 24
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Mstep: Class 1 contains 7087 members 
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	Iteration 144Q: 3 clusters Score -1368948 nChanged 22
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Mstep: Class 1 contains 7065 members 
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Entering Unmasked Estep 
Score: -1368948.750000 Penalty: 905.852051
	Iteration 145Q: 3 clusters Score -1368949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1368949.750000 Penalty: 905.852051
	Iteration 146Q: 3 clusters Score -1368950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1368949.250000 Penalty: 905.852051
	Iteration 147Q: 3 clusters Score -1368949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1368954.375000 Penalty: 905.852051
	Iteration 148Q: 3 clusters Score -1368954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1368955.375000 Penalty: 905.852051
	Iteration 149Q: 3 clusters Score -1368955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1368951.000000 Penalty: 905.852051
	Iteration 150Q: 3 clusters Score -1368951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1368949.000000 Penalty: 905.852051
	Iteration 151Q: 3 clusters Score -1368949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1368952.750000 Penalty: 905.852051
	Iteration 152Q: 3 clusters Score -1368953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1368955.375000 Penalty: 905.852051
	Iteration 153Q: 3 clusters Score -1368955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1368949.875000 Penalty: 905.852051
	Iteration 154Q: 3 clusters Score -1368950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1368953.125000 Penalty: 905.852051
	Iteration 155Q: 3 clusters Score -1368953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1368953.375000 Penalty: 905.852051
	Iteration 156Q: 3 clusters Score -1368953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1368952.000000 Penalty: 905.852051
	Iteration 157Q: 3 clusters Score -1368952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1368957.500000 Penalty: 905.852051
	Iteration 158Q: 3 clusters Score -1368958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1368959.000000 Penalty: 905.852051
	Iteration 159Q: 3 clusters Score -1368959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1368961.000000 Penalty: 905.852051
	Iteration 160F: 3 clusters Score -1368961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1368958.500000 Penalty: 905.852051
	Iteration 161Q: 3 clusters Score -1368958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1368962.500000 Penalty: 905.852051
	Iteration 162Q: 3 clusters Score -1368962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1368964.750000 Penalty: 905.852051
	Iteration 163Q: 3 clusters Score -1368965 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1368968.375000 Penalty: 905.852051
	Iteration 164Q: 3 clusters Score -1368968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1368965.750000 Penalty: 905.852051
	Iteration 165Q: 3 clusters Score -1368966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1368967.750000 Penalty: 905.852051
	Iteration 166Q: 3 clusters Score -1368968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1368971.000000 Penalty: 905.852051
	Iteration 167Q: 3 clusters Score -1368971 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1368972.000000 Penalty: 905.852051
	Iteration 168Q: 3 clusters Score -1368972 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1368974.625000 Penalty: 905.852051
	Iteration 169Q: 3 clusters Score -1368975 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1368979.125000 Penalty: 905.852051
	Iteration 170Q: 3 clusters Score -1368979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1368981.375000 Penalty: 905.852051
	Iteration 171Q: 3 clusters Score -1368981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1368984.250000 Penalty: 905.852051
	Iteration 172Q: 3 clusters Score -1368984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1368987.500000 Penalty: 905.852051
	Iteration 173Q: 3 clusters Score -1368988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1368990.000000 Penalty: 905.852051
	Iteration 174Q: 3 clusters Score -1368990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1368989.500000 Penalty: 905.852051
	Iteration 175Q: 3 clusters Score -1368990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1368988.375000 Penalty: 905.852051
	Iteration 176Q: 3 clusters Score -1368988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1368991.125000 Penalty: 905.852051
	Iteration 177Q: 3 clusters Score -1368991 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1368993.625000 Penalty: 905.852051
	Iteration 178Q: 3 clusters Score -1368994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1368995.625000 Penalty: 905.852051
	Iteration 179Q: 3 clusters Score -1368996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1368995.750000 Penalty: 905.852051
	Iteration 180F: 3 clusters Score -1368996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1369000.000000 Penalty: 905.852051
	Iteration 181Q: 3 clusters Score -1369000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1369001.875000 Penalty: 905.852051
	Iteration 182Q: 3 clusters Score -1369002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1368999.875000 Penalty: 905.852051
	Iteration 183Q: 3 clusters Score -1369000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1369002.000000 Penalty: 905.852051
	Iteration 184Q: 3 clusters Score -1369002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1369001.000000 Penalty: 905.852051
	Iteration 185Q: 3 clusters Score -1369001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1369002.375000 Penalty: 905.852051
	Iteration 186Q: 3 clusters Score -1369002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1369006.500000 Penalty: 905.852051
	Iteration 187Q: 3 clusters Score -1369006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1369006.375000 Penalty: 905.852051
	Iteration 188Q: 3 clusters Score -1369006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1369006.375000 Penalty: 905.852051
	Iteration 189Q: 3 clusters Score -1369006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1369002.500000 Penalty: 905.852051
	Iteration 190Q: 3 clusters Score -1369002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1369003.250000 Penalty: 905.852051
	Iteration 191Q: 3 clusters Score -1369003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1369006.000000 Penalty: 905.852051
	Iteration 192Q: 3 clusters Score -1369006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1369006.250000 Penalty: 905.852051
	Iteration 193Q: 3 clusters Score -1369006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1369007.625000 Penalty: 905.852051
	Iteration 194Q: 3 clusters Score -1369008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1369006.375000 Penalty: 905.852051
	Iteration 195Q: 3 clusters Score -1369006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1369006.625000 Penalty: 905.852051
	Iteration 196Q: 3 clusters Score -1369007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1369006.625000 Penalty: 905.852051
	Iteration 197F: 3 clusters Score -1369007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66400 members 
Mstep: Class 3 contains 3807 members 
Mstep: Class 4 contains 940 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 22016 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 3495 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46089 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 18765 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 15 contains 61151 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 5873 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 43778 members 
Mstep: Class 24 contains 1422 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 110506 members 
Mstep: Class 28 contains 36826 members 
Mstep: Class 29 contains 4413 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11839 members 
Mstep: Class 32 contains 92473 members 
Mstep: Class 33 contains 15172 members 
Entering Unmasked Estep 
Score: -35830264.000000 Penalty: 19926.087891
Splitting cluster 21 changes total score from -35831284.000000 to -35830264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -5321.030273 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -5321.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5090.019043 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -5090.019 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5141.874512 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -5141.875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5183.701660 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -5183.702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5227.434570 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -5227.435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5230.528809 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -5230.529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5230.528809 Penalty: 458.362671
	Iteration 5F: 3 clusters Score -5230.529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Entering Unmasked Estep 
Score: -2891784.750000 Penalty: 486.253357
	Iteration 0F: 2 clusters Score -2891785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -2862496.250000 Penalty: 972.506714
	Iteration 0F: 3 clusters Score -2862496 nChanged 21129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2875716.500000 Penalty: 972.506714
	Iteration 1F: 3 clusters Score -2875716 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2877248.750000 Penalty: 972.506714
	Iteration 2F: 3 clusters Score -2877249 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2880079.750000 Penalty: 972.506714
	Iteration 3F: 3 clusters Score -2880080 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2884127.750000 Penalty: 972.506714
	Iteration 4F: 3 clusters Score -2884128 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2888189.000000 Penalty: 972.506714
	Iteration 5F: 3 clusters Score -2888189 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2890457.250000 Penalty: 972.506714
	Iteration 6Q: 3 clusters Score -2890457 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2891133.750000 Penalty: 972.506714
	Iteration 7Q: 3 clusters Score -2891134 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2891314.500000 Penalty: 972.506714
	Iteration 8Q: 3 clusters Score -2891314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2891346.500000 Penalty: 972.506714
	Iteration 9Q: 3 clusters Score -2891346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2891357.000000 Penalty: 972.506714
	Iteration 10Q: 3 clusters Score -2891357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -2891360.500000 Penalty: 972.506714
	Iteration 11Q: 3 clusters Score -2891360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2891360.250000 Penalty: 972.506714
	Iteration 12Q: 3 clusters Score -2891360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2891360.250000 Penalty: 972.506714
	Iteration 13F: 3 clusters Score -2891360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -100434.171875 Penalty: 330.321777
	Iteration 0F: 2 clusters Score -100434.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -99375.453125 Penalty: 660.643555
	Iteration 0F: 3 clusters Score -99375.45 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -99680.687500 Penalty: 660.643555
	Iteration 1F: 3 clusters Score -99680.69 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -99722.804688 Penalty: 660.643555
	Iteration 2F: 3 clusters Score -99722.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -99751.210938 Penalty: 660.643555
	Iteration 3Q: 3 clusters Score -99751.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -99766.382812 Penalty: 660.643555
	Iteration 4Q: 3 clusters Score -99766.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -99783.585938 Penalty: 660.643555
	Iteration 5Q: 3 clusters Score -99783.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -99799.828125 Penalty: 660.643555
	Iteration 6Q: 3 clusters Score -99799.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -99811.054688 Penalty: 660.643555
	Iteration 7Q: 3 clusters Score -99811.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -99817.132812 Penalty: 660.643555
	Iteration 8Q: 3 clusters Score -99817.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -99823.617188 Penalty: 660.643555
	Iteration 9Q: 3 clusters Score -99823.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -99834.773438 Penalty: 660.643555
	Iteration 10Q: 3 clusters Score -99834.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -99850.687500 Penalty: 660.643555
	Iteration 11Q: 3 clusters Score -99850.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -99870.046875 Penalty: 660.643555
	Iteration 12Q: 3 clusters Score -99870.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -99888.875000 Penalty: 660.643555
	Iteration 13Q: 3 clusters Score -99888.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -99910.726562 Penalty: 660.643555
	Iteration 14Q: 3 clusters Score -99910.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -99942.523438 Penalty: 660.643555
	Iteration 15Q: 3 clusters Score -99942.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -99976.398438 Penalty: 660.643555
	Iteration 16Q: 3 clusters Score -99976.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -100009.585938 Penalty: 660.643555
	Iteration 17Q: 3 clusters Score -100009.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -100026.046875 Penalty: 660.643555
	Iteration 18Q: 3 clusters Score -100026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -100049.937500 Penalty: 660.643555
	Iteration 19Q: 3 clusters Score -100049.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -100070.273438 Penalty: 660.643555
	Iteration 20F: 3 clusters Score -100070.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -100083.625000 Penalty: 660.643555
	Iteration 21Q: 3 clusters Score -100083.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -100097.046875 Penalty: 660.643555
	Iteration 22Q: 3 clusters Score -100097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -100107.679688 Penalty: 660.643555
	Iteration 23Q: 3 clusters Score -100107.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -100115.906250 Penalty: 660.643555
	Iteration 24Q: 3 clusters Score -100115.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -100121.031250 Penalty: 660.643555
	Iteration 25Q: 3 clusters Score -100121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -100127.210938 Penalty: 660.643555
	Iteration 26Q: 3 clusters Score -100127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -100135.234375 Penalty: 660.643555
	Iteration 27Q: 3 clusters Score -100135.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -100136.976562 Penalty: 660.643555
	Iteration 28Q: 3 clusters Score -100137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -100136.976562 Penalty: 660.643555
	Iteration 29F: 3 clusters Score -100137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -18114.656250 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -18114.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17753.035156 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -17753.04 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17865.541016 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -17865.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17889.902344 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -17889.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17900.935547 Penalty: 527.992737
	Iteration 3Q: 3 clusters Score -17900.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17909.324219 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -17909.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17922.718750 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -17922.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17936.396484 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -17936.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17944.208984 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -17944.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17949.503906 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -17949.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17953.500000 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -17953.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17958.052734 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -17958.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17964.660156 Penalty: 527.992737
	Iteration 11Q: 3 clusters Score -17964.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17971.316406 Penalty: 527.992737
	Iteration 12Q: 3 clusters Score -17971.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17975.347656 Penalty: 527.992737
	Iteration 13Q: 3 clusters Score -17975.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17975.347656 Penalty: 527.992737
	Iteration 14F: 3 clusters Score -17975.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -12975.203125 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -12975.2 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 116 members 
Entering Unmasked Estep 
Score: -12662.295898 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -12662.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12766.461914 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -12766.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12791.125977 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -12791.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12796.437500 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -12796.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12811.296875 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -12811.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12827.635742 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -12827.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12856.061523 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -12856.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12872.161133 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -12872.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12900.010742 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -12900.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12923.412109 Penalty: 500.614502
	Iteration 9Q: 3 clusters Score -12923.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12956.281250 Penalty: 500.614502
	Iteration 10Q: 3 clusters Score -12956.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12973.319336 Penalty: 500.614502
	Iteration 11Q: 3 clusters Score -12973.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12982.265625 Penalty: 500.614502
	Iteration 12Q: 3 clusters Score -12982.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12982.265625 Penalty: 500.614502
	Iteration 13F: 3 clusters Score -12982.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66400 members 
Mstep: Class 3 contains 3807 members 
Mstep: Class 4 contains 940 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 22016 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 3495 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46089 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 18765 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 15 contains 61151 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 21045 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 43778 members 
Mstep: Class 24 contains 1422 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 101 members 
Mstep: Class 27 contains 110506 members 
Mstep: Class 28 contains 36826 members 
Mstep: Class 29 contains 4413 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11839 members 
Mstep: Class 32 contains 92473 members 
Mstep: Class 33 contains 144 members 
Entering Unmasked Estep 
Score: -35829704.000000 Penalty: 19926.087891
Splitting cluster 26 changes total score from -35831284.000000 to -35829704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (110506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110506 members 
Entering Unmasked Estep 
Score: -7244491.000000 Penalty: 528.383545
	Iteration 0F: 2 clusters Score -7244491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -7186816.000000 Penalty: 1056.767090
	Iteration 0F: 3 clusters Score -7186816 nChanged 53950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -7221047.500000 Penalty: 1056.767090
	Iteration 1F: 3 clusters Score -7221048 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -7224058.500000 Penalty: 1056.767090
	Iteration 2F: 3 clusters Score -7224058 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 63241 members 
Entering Unmasked Estep 
Score: -7229267.500000 Penalty: 1056.767090
	Iteration 3F: 3 clusters Score -7229268 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 64776 members 
Entering Unmasked Estep 
Score: -7236297.000000 Penalty: 1056.767090
	Iteration 4F: 3 clusters Score -7236297 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -7242626.500000 Penalty: 1056.767090
	Iteration 5F: 3 clusters Score -7242626 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 63832 members 
Entering Unmasked Estep 
Score: -7245615.000000 Penalty: 1056.767090
	Iteration 6F: 3 clusters Score -7245615 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -7247114.000000 Penalty: 1056.767090
	Iteration 7Q: 3 clusters Score -7247114 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 60296 members 
Entering Unmasked Estep 
Score: -7248378.500000 Penalty: 1056.767090
	Iteration 8Q: 3 clusters Score -7248378 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52804 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -7249837.000000 Penalty: 1056.767090
	Iteration 9Q: 3 clusters Score -7249837 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -7251698.000000 Penalty: 1056.767090
	Iteration 10Q: 3 clusters Score -7251698 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -7253563.000000 Penalty: 1056.767090
	Iteration 11Q: 3 clusters Score -7253563 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -7255354.000000 Penalty: 1056.767090
	Iteration 12Q: 3 clusters Score -7255354 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -7256685.500000 Penalty: 1056.767090
	Iteration 13Q: 3 clusters Score -7256686 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -7257482.500000 Penalty: 1056.767090
	Iteration 14Q: 3 clusters Score -7257482 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70853 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -7257905.000000 Penalty: 1056.767090
	Iteration 15Q: 3 clusters Score -7257905 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -7257973.000000 Penalty: 1056.767090
	Iteration 16Q: 3 clusters Score -7257973 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74202 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -7257905.500000 Penalty: 1056.767090
	Iteration 17Q: 3 clusters Score -7257906 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -7258100.500000 Penalty: 1056.767090
	Iteration 18Q: 3 clusters Score -7258100 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -7258434.500000 Penalty: 1056.767090
	Iteration 19Q: 3 clusters Score -7258434 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77353 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -7258958.000000 Penalty: 1056.767090
	Iteration 20F: 3 clusters Score -7258958 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78043 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -7259313.000000 Penalty: 1056.767090
	Iteration 21Q: 3 clusters Score -7259313 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78437 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -7259491.500000 Penalty: 1056.767090
	Iteration 22Q: 3 clusters Score -7259492 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -7259668.500000 Penalty: 1056.767090
	Iteration 23Q: 3 clusters Score -7259668 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78974 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -7259744.000000 Penalty: 1056.767090
	Iteration 24Q: 3 clusters Score -7259744 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -7259855.500000 Penalty: 1056.767090
	Iteration 25Q: 3 clusters Score -7259856 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79306 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -7259914.500000 Penalty: 1056.767090
	Iteration 26Q: 3 clusters Score -7259914 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79399 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -7259941.500000 Penalty: 1056.767090
	Iteration 27Q: 3 clusters Score -7259942 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79468 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -7259977.500000 Penalty: 1056.767090
	Iteration 28Q: 3 clusters Score -7259978 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -7259967.500000 Penalty: 1056.767090
	Iteration 29Q: 3 clusters Score -7259968 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79464 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -7259970.000000 Penalty: 1056.767090
	Iteration 30Q: 3 clusters Score -7259970 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79464 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -7259982.500000 Penalty: 1056.767090
	Iteration 31Q: 3 clusters Score -7259982 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79492 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -7259999.500000 Penalty: 1056.767090
	Iteration 32Q: 3 clusters Score -7260000 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79540 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -7260008.500000 Penalty: 1056.767090
	Iteration 33Q: 3 clusters Score -7260008 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -7260024.000000 Penalty: 1056.767090
	Iteration 34Q: 3 clusters Score -7260024 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -7260038.000000 Penalty: 1056.767090
	Iteration 35Q: 3 clusters Score -7260038 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79625 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -7260056.000000 Penalty: 1056.767090
	Iteration 36Q: 3 clusters Score -7260056 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79674 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -7260051.000000 Penalty: 1056.767090
	Iteration 37Q: 3 clusters Score -7260051 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79699 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -7260042.500000 Penalty: 1056.767090
	Iteration 38Q: 3 clusters Score -7260042 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79745 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -7260023.500000 Penalty: 1056.767090
	Iteration 39Q: 3 clusters Score -7260024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79766 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -7260031.500000 Penalty: 1056.767090
	Iteration 40F: 3 clusters Score -7260032 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79797 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -7260022.000000 Penalty: 1056.767090
	Iteration 41Q: 3 clusters Score -7260022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79828 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -7260033.000000 Penalty: 1056.767090
	Iteration 42Q: 3 clusters Score -7260033 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79829 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -7260032.500000 Penalty: 1056.767090
	Iteration 43Q: 3 clusters Score -7260032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79842 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -7260040.500000 Penalty: 1056.767090
	Iteration 44Q: 3 clusters Score -7260040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79855 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -7260046.500000 Penalty: 1056.767090
	Iteration 45Q: 3 clusters Score -7260046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79879 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -7260040.500000 Penalty: 1056.767090
	Iteration 46Q: 3 clusters Score -7260040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79901 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -7260054.500000 Penalty: 1056.767090
	Iteration 47Q: 3 clusters Score -7260054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79907 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -7260056.000000 Penalty: 1056.767090
	Iteration 48Q: 3 clusters Score -7260056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -7260059.000000 Penalty: 1056.767090
	Iteration 49Q: 3 clusters Score -7260059 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79911 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -7260056.500000 Penalty: 1056.767090
	Iteration 50Q: 3 clusters Score -7260056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -7260045.000000 Penalty: 1056.767090
	Iteration 51Q: 3 clusters Score -7260045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79914 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -7260050.500000 Penalty: 1056.767090
	Iteration 52Q: 3 clusters Score -7260050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79923 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -7260044.500000 Penalty: 1056.767090
	Iteration 53Q: 3 clusters Score -7260044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -7260038.500000 Penalty: 1056.767090
	Iteration 54Q: 3 clusters Score -7260038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -7260037.500000 Penalty: 1056.767090
	Iteration 55Q: 3 clusters Score -7260038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79929 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -7260027.000000 Penalty: 1056.767090
	Iteration 56Q: 3 clusters Score -7260027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79933 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -7260013.000000 Penalty: 1056.767090
	Iteration 57Q: 3 clusters Score -7260013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79940 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -7260011.000000 Penalty: 1056.767090
	Iteration 58Q: 3 clusters Score -7260011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -7260012.500000 Penalty: 1056.767090
	Iteration 59Q: 3 clusters Score -7260012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79933 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -7260019.500000 Penalty: 1056.767090
	Iteration 60F: 3 clusters Score -7260020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79934 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -7260017.000000 Penalty: 1056.767090
	Iteration 61Q: 3 clusters Score -7260017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -7260014.500000 Penalty: 1056.767090
	Iteration 62Q: 3 clusters Score -7260014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -7260014.500000 Penalty: 1056.767090
	Iteration 63Q: 3 clusters Score -7260014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -7260013.500000 Penalty: 1056.767090
	Iteration 64Q: 3 clusters Score -7260014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -7260010.500000 Penalty: 1056.767090
	Iteration 65Q: 3 clusters Score -7260010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -7260011.000000 Penalty: 1056.767090
	Iteration 66Q: 3 clusters Score -7260011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -7260011.000000 Penalty: 1056.767090
	Iteration 67Q: 3 clusters Score -7260011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -7260006.000000 Penalty: 1056.767090
	Iteration 68Q: 3 clusters Score -7260006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -7260006.000000 Penalty: 1056.767090
	Iteration 69Q: 3 clusters Score -7260006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -7260010.000000 Penalty: 1056.767090
	Iteration 70Q: 3 clusters Score -7260010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79934 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -7260004.500000 Penalty: 1056.767090
	Iteration 71Q: 3 clusters Score -7260004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -7260008.000000 Penalty: 1056.767090
	Iteration 72Q: 3 clusters Score -7260008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -7260008.000000 Penalty: 1056.767090
	Iteration 73F: 3 clusters Score -7260008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66400 members 
Mstep: Class 3 contains 3807 members 
Mstep: Class 4 contains 940 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 22016 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 3495 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46089 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 18765 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 15 contains 61151 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 21045 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 43778 members 
Mstep: Class 24 contains 1422 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 79935 members 
Mstep: Class 28 contains 36826 members 
Mstep: Class 29 contains 4413 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 11839 members 
Mstep: Class 32 contains 92473 members 
Mstep: Class 33 contains 30571 members 
Entering Unmasked Estep 
Score: -35845588.000000 Penalty: 19926.087891
Splitting cluster 27 changes total score from -35831284.000000 to -35845588.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 28 (36826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Entering Unmasked Estep 
Score: -2416135.250000 Penalty: 478.385132
	Iteration 0F: 2 clusters Score -2416135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2391606.750000 Penalty: 956.770264
	Iteration 0F: 3 clusters Score -2391607 nChanged 17723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2401769.250000 Penalty: 956.770264
	Iteration 1F: 3 clusters Score -2401769 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2402079.000000 Penalty: 956.770264
	Iteration 2Q: 3 clusters Score -2402079 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2402495.000000 Penalty: 956.770264
	Iteration 3Q: 3 clusters Score -2402495 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2403170.500000 Penalty: 956.770264
	Iteration 4Q: 3 clusters Score -2403170 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -2404366.000000 Penalty: 956.770264
	Iteration 5F: 3 clusters Score -2404366 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -2406262.000000 Penalty: 956.770264
	Iteration 6F: 3 clusters Score -2406262 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -2408952.750000 Penalty: 956.770264
	Iteration 7F: 3 clusters Score -2408953 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -2411876.000000 Penalty: 956.770264
	Iteration 8F: 3 clusters Score -2411876 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -2414000.000000 Penalty: 956.770264
	Iteration 9F: 3 clusters Score -2414000 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -2415068.250000 Penalty: 956.770264
	Iteration 10Q: 3 clusters Score -2415068 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -2415463.500000 Penalty: 956.770264
	Iteration 11Q: 3 clusters Score -2415464 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -2415583.250000 Penalty: 956.770264
	Iteration 12Q: 3 clusters Score -2415583 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -2415645.750000 Penalty: 956.770264
	Iteration 13Q: 3 clusters Score -2415646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -2415672.750000 Penalty: 956.770264
	Iteration 14Q: 3 clusters Score -2415673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -2415687.250000 Penalty: 956.770264
	Iteration 15Q: 3 clusters Score -2415687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -2415697.250000 Penalty: 956.770264
	Iteration 16Q: 3 clusters Score -2415697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -2415708.750000 Penalty: 956.770264
	Iteration 17Q: 3 clusters Score -2415709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -2415714.000000 Penalty: 956.770264
	Iteration 18Q: 3 clusters Score -2415714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -2415717.000000 Penalty: 956.770264
	Iteration 19Q: 3 clusters Score -2415717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -2415720.250000 Penalty: 956.770264
	Iteration 20F: 3 clusters Score -2415720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -2415720.250000 Penalty: 956.770264
	Iteration 21Q: 3 clusters Score -2415720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -2415722.750000 Penalty: 956.770264
	Iteration 22Q: 3 clusters Score -2415723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -2415725.500000 Penalty: 956.770264
	Iteration 23Q: 3 clusters Score -2415726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -2415725.750000 Penalty: 956.770264
	Iteration 24Q: 3 clusters Score -2415726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -2415727.250000 Penalty: 956.770264
	Iteration 25Q: 3 clusters Score -2415727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -2415727.250000 Penalty: 956.770264
	Iteration 26F: 3 clusters Score -2415727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Entering Unmasked Estep 
Score: -293462.812500 Penalty: 381.850098
	Iteration 0F: 2 clusters Score -293462.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -290427.687500 Penalty: 763.700195
	Iteration 0F: 3 clusters Score -290427.7 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -291451.625000 Penalty: 763.700195
	Iteration 1F: 3 clusters Score -291451.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -291548.156250 Penalty: 763.700195
	Iteration 2F: 3 clusters Score -291548.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -291640.343750 Penalty: 763.700195
	Iteration 3F: 3 clusters Score -291640.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -291719.406250 Penalty: 763.700195
	Iteration 4Q: 3 clusters Score -291719.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -291805.875000 Penalty: 763.700195
	Iteration 5Q: 3 clusters Score -291805.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -291942.531250 Penalty: 763.700195
	Iteration 6Q: 3 clusters Score -291942.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -292085.468750 Penalty: 763.700195
	Iteration 7Q: 3 clusters Score -292085.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -292267.000000 Penalty: 763.700195
	Iteration 8Q: 3 clusters Score -292267 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -292486.062500 Penalty: 763.700195
	Iteration 9F: 3 clusters Score -292486.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -292657.843750 Penalty: 763.700195
	Iteration 10Q: 3 clusters Score -292657.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -292776.281250 Penalty: 763.700195
	Iteration 11Q: 3 clusters Score -292776.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -292860.187500 Penalty: 763.700195
	Iteration 12Q: 3 clusters Score -292860.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -292930.250000 Penalty: 763.700195
	Iteration 13Q: 3 clusters Score -292930.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -292975.406250 Penalty: 763.700195
	Iteration 14Q: 3 clusters Score -292975.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -293003.312500 Penalty: 763.700195
	Iteration 15Q: 3 clusters Score -293003.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -293027.625000 Penalty: 763.700195
	Iteration 16Q: 3 clusters Score -293027.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -293046.937500 Penalty: 763.700195
	Iteration 17Q: 3 clusters Score -293046.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -293058.093750 Penalty: 763.700195
	Iteration 18Q: 3 clusters Score -293058.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -293067.281250 Penalty: 763.700195
	Iteration 19Q: 3 clusters Score -293067.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -293075.500000 Penalty: 763.700195
	Iteration 20F: 3 clusters Score -293075.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -293086.906250 Penalty: 763.700195
	Iteration 21Q: 3 clusters Score -293086.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -293096.687500 Penalty: 763.700195
	Iteration 22Q: 3 clusters Score -293096.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -293104.437500 Penalty: 763.700195
	Iteration 23Q: 3 clusters Score -293104.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -293113.968750 Penalty: 763.700195
	Iteration 24Q: 3 clusters Score -293114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -293132.000000 Penalty: 763.700195
	Iteration 25Q: 3 clusters Score -293132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -293157.718750 Penalty: 763.700195
	Iteration 26Q: 3 clusters Score -293157.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -293172.250000 Penalty: 763.700195
	Iteration 27Q: 3 clusters Score -293172.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -293186.343750 Penalty: 763.700195
	Iteration 28Q: 3 clusters Score -293186.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -293203.468750 Penalty: 763.700195
	Iteration 29Q: 3 clusters Score -293203.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -293213.156250 Penalty: 763.700195
	Iteration 30Q: 3 clusters Score -293213.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -293218.593750 Penalty: 763.700195
	Iteration 31Q: 3 clusters Score -293218.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -293221.781250 Penalty: 763.700195
	Iteration 32Q: 3 clusters Score -293221.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -293223.312500 Penalty: 763.700195
	Iteration 33Q: 3 clusters Score -293223.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -293223.562500 Penalty: 763.700195
	Iteration 34Q: 3 clusters Score -293223.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -293225.093750 Penalty: 763.700195
	Iteration 35Q: 3 clusters Score -293225.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -293226.031250 Penalty: 763.700195
	Iteration 36Q: 3 clusters Score -293226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -293226.468750 Penalty: 763.700195
	Iteration 37Q: 3 clusters Score -293226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -293226.593750 Penalty: 763.700195
	Iteration 38Q: 3 clusters Score -293226.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -293226.968750 Penalty: 763.700195
	Iteration 39Q: 3 clusters Score -293227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -293226.968750 Penalty: 763.700195
	Iteration 40F: 3 clusters Score -293227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -293227.156250 Penalty: 763.700195
	Iteration 41Q: 3 clusters Score -293227.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -293227.156250 Penalty: 763.700195
	Iteration 42F: 3 clusters Score -293227.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -8942.865234 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -8942.865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8669.995117 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8669.995 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8738.809570 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -8738.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8769.946289 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -8769.946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8783.705078 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -8783.705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8789.670898 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -8789.671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8791.888672 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -8791.889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8796.320312 Penalty: 461.270294
	Iteration 6Q: 3 clusters Score -8796.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8796.320312 Penalty: 461.270294
	Iteration 7F: 3 clusters Score -8796.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Entering Unmasked Estep 
Score: -771640.687500 Penalty: 426.751526
	Iteration 0F: 2 clusters Score -771640.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -763787.687500 Penalty: 853.503052
	Iteration 0F: 3 clusters Score -763787.7 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -767012.250000 Penalty: 853.503052
	Iteration 1F: 3 clusters Score -767012.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -767324.625000 Penalty: 853.503052
	Iteration 2F: 3 clusters Score -767324.6 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -767810.375000 Penalty: 853.503052
	Iteration 3F: 3 clusters Score -767810.4 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -768408.000000 Penalty: 853.503052
	Iteration 4F: 3 clusters Score -768408 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -769094.562500 Penalty: 853.503052
	Iteration 5F: 3 clusters Score -769094.6 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -769735.312500 Penalty: 853.503052
	Iteration 6F: 3 clusters Score -769735.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -770234.687500 Penalty: 853.503052
	Iteration 7Q: 3 clusters Score -770234.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -770604.000000 Penalty: 853.503052
	Iteration 8Q: 3 clusters Score -770604 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -770854.625000 Penalty: 853.503052
	Iteration 9Q: 3 clusters Score -770854.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -771080.187500 Penalty: 853.503052
	Iteration 10Q: 3 clusters Score -771080.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -771265.687500 Penalty: 853.503052
	Iteration 11Q: 3 clusters Score -771265.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -771418.062500 Penalty: 853.503052
	Iteration 12Q: 3 clusters Score -771418.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -771539.687500 Penalty: 853.503052
	Iteration 13Q: 3 clusters Score -771539.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -771606.125000 Penalty: 853.503052
	Iteration 14Q: 3 clusters Score -771606.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -771645.750000 Penalty: 853.503052
	Iteration 15Q: 3 clusters Score -771645.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -771657.875000 Penalty: 853.503052
	Iteration 16Q: 3 clusters Score -771657.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -771666.062500 Penalty: 853.503052
	Iteration 17Q: 3 clusters Score -771666.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -771670.312500 Penalty: 853.503052
	Iteration 18Q: 3 clusters Score -771670.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -771671.125000 Penalty: 853.503052
	Iteration 19Q: 3 clusters Score -771671.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -771679.625000 Penalty: 853.503052
	Iteration 20F: 3 clusters Score -771679.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -771681.875000 Penalty: 853.503052
	Iteration 21Q: 3 clusters Score -771681.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -771683.625000 Penalty: 853.503052
	Iteration 22Q: 3 clusters Score -771683.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -771686.250000 Penalty: 853.503052
	Iteration 23Q: 3 clusters Score -771686.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -771685.937500 Penalty: 853.503052
	Iteration 24Q: 3 clusters Score -771685.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -771687.250000 Penalty: 853.503052
	Iteration 25Q: 3 clusters Score -771687.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -771689.125000 Penalty: 853.503052
	Iteration 26Q: 3 clusters Score -771689.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -771690.500000 Penalty: 853.503052
	Iteration 27Q: 3 clusters Score -771690.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -771690.562500 Penalty: 853.503052
	Iteration 28Q: 3 clusters Score -771690.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -771690.937500 Penalty: 853.503052
	Iteration 29Q: 3 clusters Score -771690.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -771694.312500 Penalty: 853.503052
	Iteration 30Q: 3 clusters Score -771694.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -771697.437500 Penalty: 853.503052
	Iteration 31Q: 3 clusters Score -771697.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -771700.250000 Penalty: 853.503052
	Iteration 32Q: 3 clusters Score -771700.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -771700.125000 Penalty: 853.503052
	Iteration 33Q: 3 clusters Score -771700.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -771700.500000 Penalty: 853.503052
	Iteration 34Q: 3 clusters Score -771700.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -771703.437500 Penalty: 853.503052
	Iteration 35Q: 3 clusters Score -771703.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -771703.750000 Penalty: 853.503052
	Iteration 36Q: 3 clusters Score -771703.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -771705.125000 Penalty: 853.503052
	Iteration 37Q: 3 clusters Score -771705.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -771706.500000 Penalty: 853.503052
	Iteration 38Q: 3 clusters Score -771706.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -771708.687500 Penalty: 853.503052
	Iteration 39Q: 3 clusters Score -771708.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -771710.437500 Penalty: 853.503052
	Iteration 40F: 3 clusters Score -771710.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -771712.875000 Penalty: 853.503052
	Iteration 41Q: 3 clusters Score -771712.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -771715.812500 Penalty: 853.503052
	Iteration 42Q: 3 clusters Score -771715.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -771717.062500 Penalty: 853.503052
	Iteration 43Q: 3 clusters Score -771717.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -771718.687500 Penalty: 853.503052
	Iteration 44Q: 3 clusters Score -771718.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -771717.437500 Penalty: 853.503052
	Iteration 45Q: 3 clusters Score -771717.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -771717.687500 Penalty: 853.503052
	Iteration 46Q: 3 clusters Score -771717.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -771718.687500 Penalty: 853.503052
	Iteration 47Q: 3 clusters Score -771718.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -771718.187500 Penalty: 853.503052
	Iteration 48Q: 3 clusters Score -771718.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -771719.062500 Penalty: 853.503052
	Iteration 49Q: 3 clusters Score -771719.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -771720.250000 Penalty: 853.503052
	Iteration 50Q: 3 clusters Score -771720.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -771719.375000 Penalty: 853.503052
	Iteration 51Q: 3 clusters Score -771719.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -771717.562500 Penalty: 853.503052
	Iteration 52Q: 3 clusters Score -771717.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -771718.000000 Penalty: 853.503052
	Iteration 53Q: 3 clusters Score -771718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -771718.250000 Penalty: 853.503052
	Iteration 54Q: 3 clusters Score -771718.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -771716.875000 Penalty: 853.503052
	Iteration 55Q: 3 clusters Score -771716.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -771716.937500 Penalty: 853.503052
	Iteration 56Q: 3 clusters Score -771716.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -771716.937500 Penalty: 853.503052
	Iteration 57F: 3 clusters Score -771716.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66400 members 
Mstep: Class 3 contains 3807 members 
Mstep: Class 4 contains 940 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 22016 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 3495 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46089 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 18765 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 15 contains 61151 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 21045 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 43778 members 
Mstep: Class 24 contains 1422 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 79935 members 
Mstep: Class 28 contains 36826 members 
Mstep: Class 29 contains 4413 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 2464 members 
Mstep: Class 32 contains 92473 members 
Mstep: Class 33 contains 30571 members 
Mstep: Class 34 contains 9375 members 
Entering Unmasked Estep 
Score: -35845600.000000 Penalty: 20529.908203
Splitting cluster 31 changes total score from -35831284.000000 to -35845600.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 32 (92473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92473 members 
Entering Unmasked Estep 
Score: -6093390.000000 Penalty: 520.277588
	Iteration 0F: 2 clusters Score -6093390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -6037652.500000 Penalty: 1040.555176
	Iteration 0F: 3 clusters Score -6037652 nChanged 45322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -6064694.500000 Penalty: 1040.555176
	Iteration 1F: 3 clusters Score -6064694 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -6065496.000000 Penalty: 1040.555176
	Iteration 2Q: 3 clusters Score -6065496 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -6066739.000000 Penalty: 1040.555176
	Iteration 3Q: 3 clusters Score -6066739 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -6068946.500000 Penalty: 1040.555176
	Iteration 4Q: 3 clusters Score -6068946 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 56539 members 
Entering Unmasked Estep 
Score: -6072094.500000 Penalty: 1040.555176
	Iteration 5F: 3 clusters Score -6072094 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 59659 members 
Entering Unmasked Estep 
Score: -6076531.500000 Penalty: 1040.555176
	Iteration 6F: 3 clusters Score -6076532 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 61935 members 
Entering Unmasked Estep 
Score: -6081181.500000 Penalty: 1040.555176
	Iteration 7F: 3 clusters Score -6081182 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 63120 members 
Entering Unmasked Estep 
Score: -6083603.500000 Penalty: 1040.555176
	Iteration 8F: 3 clusters Score -6083604 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -6084284.500000 Penalty: 1040.555176
	Iteration 9Q: 3 clusters Score -6084284 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 64623 members 
Entering Unmasked Estep 
Score: -6084488.500000 Penalty: 1040.555176
	Iteration 10Q: 3 clusters Score -6084488 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -6084581.000000 Penalty: 1040.555176
	Iteration 11Q: 3 clusters Score -6084581 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -6084715.500000 Penalty: 1040.555176
	Iteration 12Q: 3 clusters Score -6084716 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -6084885.500000 Penalty: 1040.555176
	Iteration 13Q: 3 clusters Score -6084886 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 67669 members 
Entering Unmasked Estep 
Score: -6085064.000000 Penalty: 1040.555176
	Iteration 14Q: 3 clusters Score -6085064 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 68449 members 
Entering Unmasked Estep 
Score: -6085262.500000 Penalty: 1040.555176
	Iteration 15Q: 3 clusters Score -6085262 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 69287 members 
Entering Unmasked Estep 
Score: -6085514.500000 Penalty: 1040.555176
	Iteration 16Q: 3 clusters Score -6085514 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 70135 members 
Entering Unmasked Estep 
Score: -6085717.000000 Penalty: 1040.555176
	Iteration 17Q: 3 clusters Score -6085717 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -6085958.500000 Penalty: 1040.555176
	Iteration 18Q: 3 clusters Score -6085958 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 72029 members 
Entering Unmasked Estep 
Score: -6086274.000000 Penalty: 1040.555176
	Iteration 19Q: 3 clusters Score -6086274 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 73070 members 
Entering Unmasked Estep 
Score: -6086658.500000 Penalty: 1040.555176
	Iteration 20F: 3 clusters Score -6086658 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 74136 members 
Entering Unmasked Estep 
Score: -6087064.000000 Penalty: 1040.555176
	Iteration 21Q: 3 clusters Score -6087064 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -6087521.500000 Penalty: 1040.555176
	Iteration 22Q: 3 clusters Score -6087522 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 76399 members 
Entering Unmasked Estep 
Score: -6088628.000000 Penalty: 1040.555176
	Iteration 23Q: 3 clusters Score -6088628 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -6089695.500000 Penalty: 1040.555176
	Iteration 24Q: 3 clusters Score -6089696 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 79571 members 
Entering Unmasked Estep 
Score: -6090565.000000 Penalty: 1040.555176
	Iteration 25Q: 3 clusters Score -6090565 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 81517 members 
Entering Unmasked Estep 
Score: -6090949.500000 Penalty: 1040.555176
	Iteration 26Q: 3 clusters Score -6090950 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 83684 members 
Entering Unmasked Estep 
Score: -6091041.500000 Penalty: 1040.555176
	Iteration 27Q: 3 clusters Score -6091042 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 85785 members 
Entering Unmasked Estep 
Score: -6091236.000000 Penalty: 1040.555176
	Iteration 28Q: 3 clusters Score -6091236 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 87550 members 
Entering Unmasked Estep 
Score: -6091025.500000 Penalty: 1040.555176
	Iteration 29Q: 3 clusters Score -6091026 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 88971 members 
Entering Unmasked Estep 
Score: -6091144.500000 Penalty: 1040.555176
	Iteration 30Q: 3 clusters Score -6091144 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 90045 members 
Entering Unmasked Estep 
Score: -6091320.500000 Penalty: 1040.555176
	Iteration 31Q: 3 clusters Score -6091320 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 90800 members 
Entering Unmasked Estep 
Score: -6091578.000000 Penalty: 1040.555176
	Iteration 32Q: 3 clusters Score -6091578 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 91264 members 
Entering Unmasked Estep 
Score: -6092186.500000 Penalty: 1040.555176
	Iteration 33Q: 3 clusters Score -6092186 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 91542 members 
Entering Unmasked Estep 
Score: -6092446.000000 Penalty: 1040.555176
	Iteration 34Q: 3 clusters Score -6092446 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 91717 members 
Entering Unmasked Estep 
Score: -6092657.500000 Penalty: 1040.555176
	Iteration 35Q: 3 clusters Score -6092658 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 91827 members 
Entering Unmasked Estep 
Score: -6092741.500000 Penalty: 1040.555176
	Iteration 36Q: 3 clusters Score -6092742 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 91898 members 
Entering Unmasked Estep 
Score: -6092876.500000 Penalty: 1040.555176
	Iteration 37Q: 3 clusters Score -6092876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 91934 members 
Entering Unmasked Estep 
Score: -6092913.000000 Penalty: 1040.555176
	Iteration 38Q: 3 clusters Score -6092913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 91952 members 
Entering Unmasked Estep 
Score: -6092919.500000 Penalty: 1040.555176
	Iteration 39Q: 3 clusters Score -6092920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 91968 members 
Entering Unmasked Estep 
Score: -6092938.500000 Penalty: 1040.555176
	Iteration 40F: 3 clusters Score -6092938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 91990 members 
Entering Unmasked Estep 
Score: -6092947.500000 Penalty: 1040.555176
	Iteration 41Q: 3 clusters Score -6092948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 91999 members 
Entering Unmasked Estep 
Score: -6092952.000000 Penalty: 1040.555176
	Iteration 42Q: 3 clusters Score -6092952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 92006 members 
Entering Unmasked Estep 
Score: -6092945.500000 Penalty: 1040.555176
	Iteration 43Q: 3 clusters Score -6092946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 92012 members 
Entering Unmasked Estep 
Score: -6092937.500000 Penalty: 1040.555176
	Iteration 44Q: 3 clusters Score -6092938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 92015 members 
Entering Unmasked Estep 
Score: -6092937.500000 Penalty: 1040.555176
	Iteration 45Q: 3 clusters Score -6092938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 92019 members 
Entering Unmasked Estep 
Score: -6092943.000000 Penalty: 1040.555176
	Iteration 46Q: 3 clusters Score -6092943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 92027 members 
Entering Unmasked Estep 
Score: -6092947.500000 Penalty: 1040.555176
	Iteration 47Q: 3 clusters Score -6092948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -6092957.000000 Penalty: 1040.555176
	Iteration 48Q: 3 clusters Score -6092957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 92052 members 
Entering Unmasked Estep 
Score: -6092960.500000 Penalty: 1040.555176
	Iteration 49Q: 3 clusters Score -6092960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 92060 members 
Entering Unmasked Estep 
Score: -6092972.000000 Penalty: 1040.555176
	Iteration 50Q: 3 clusters Score -6092972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 92058 members 
Entering Unmasked Estep 
Score: -6092962.500000 Penalty: 1040.555176
	Iteration 51Q: 3 clusters Score -6092962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 92068 members 
Entering Unmasked Estep 
Score: -6092989.500000 Penalty: 1040.555176
	Iteration 52Q: 3 clusters Score -6092990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 92072 members 
Entering Unmasked Estep 
Score: -6092992.500000 Penalty: 1040.555176
	Iteration 53Q: 3 clusters Score -6092992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 92074 members 
Entering Unmasked Estep 
Score: -6092990.500000 Penalty: 1040.555176
	Iteration 54Q: 3 clusters Score -6092990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 92076 members 
Entering Unmasked Estep 
Score: -6092980.500000 Penalty: 1040.555176
	Iteration 55Q: 3 clusters Score -6092980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 92078 members 
Entering Unmasked Estep 
Score: -6092998.500000 Penalty: 1040.555176
	Iteration 56Q: 3 clusters Score -6092998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 92083 members 
Entering Unmasked Estep 
Score: -6093000.000000 Penalty: 1040.555176
	Iteration 57Q: 3 clusters Score -6093000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 92087 members 
Entering Unmasked Estep 
Score: -6092998.500000 Penalty: 1040.555176
	Iteration 58Q: 3 clusters Score -6092998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 92089 members 
Entering Unmasked Estep 
Score: -6093001.500000 Penalty: 1040.555176
	Iteration 59Q: 3 clusters Score -6093002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 92090 members 
Entering Unmasked Estep 
Score: -6092994.000000 Penalty: 1040.555176
	Iteration 60F: 3 clusters Score -6092994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 92095 members 
Entering Unmasked Estep 
Score: -6092996.000000 Penalty: 1040.555176
	Iteration 61Q: 3 clusters Score -6092996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 92101 members 
Entering Unmasked Estep 
Score: -6092995.000000 Penalty: 1040.555176
	Iteration 62Q: 3 clusters Score -6092995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 92106 members 
Entering Unmasked Estep 
Score: -6092998.000000 Penalty: 1040.555176
	Iteration 63Q: 3 clusters Score -6092998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 92113 members 
Entering Unmasked Estep 
Score: -6093003.500000 Penalty: 1040.555176
	Iteration 64Q: 3 clusters Score -6093004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -6093009.500000 Penalty: 1040.555176
	Iteration 65Q: 3 clusters Score -6093010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 92124 members 
Entering Unmasked Estep 
Score: -6093018.000000 Penalty: 1040.555176
	Iteration 66Q: 3 clusters Score -6093018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 92129 members 
Entering Unmasked Estep 
Score: -6093012.500000 Penalty: 1040.555176
	Iteration 67Q: 3 clusters Score -6093012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 92134 members 
Entering Unmasked Estep 
Score: -6093028.000000 Penalty: 1040.555176
	Iteration 68Q: 3 clusters Score -6093028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 92136 members 
Entering Unmasked Estep 
Score: -6093032.000000 Penalty: 1040.555176
	Iteration 69Q: 3 clusters Score -6093032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 92138 members 
Entering Unmasked Estep 
Score: -6093028.000000 Penalty: 1040.555176
	Iteration 70Q: 3 clusters Score -6093028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 92138 members 
Entering Unmasked Estep 
Score: -6093039.500000 Penalty: 1040.555176
	Iteration 71Q: 3 clusters Score -6093040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 92136 members 
Entering Unmasked Estep 
Score: -6093042.000000 Penalty: 1040.555176
	Iteration 72Q: 3 clusters Score -6093042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 92138 members 
Entering Unmasked Estep 
Score: -6093048.000000 Penalty: 1040.555176
	Iteration 73Q: 3 clusters Score -6093048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 92140 members 
Entering Unmasked Estep 
Score: -6093035.000000 Penalty: 1040.555176
	Iteration 74Q: 3 clusters Score -6093035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 92140 members 
Entering Unmasked Estep 
Score: -6093035.000000 Penalty: 1040.555176
	Iteration 75F: 3 clusters Score -6093035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66400 members 
Mstep: Class 3 contains 3807 members 
Mstep: Class 4 contains 940 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 22016 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 3495 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46089 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 18765 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 15 contains 61151 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 21045 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 43778 members 
Mstep: Class 24 contains 1422 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 79935 members 
Mstep: Class 28 contains 36826 members 
Mstep: Class 29 contains 4413 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 2464 members 
Mstep: Class 32 contains 92473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35848144.000000 Penalty: 20529.908203
Iteration 239Q: 35 clusters Score -3.584814e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66432 members 
Mstep: Class 3 contains 3814 members 
Mstep: Class 4 contains 914 members 
Mstep: Class 5 contains 21525 members 
Mstep: Class 6 contains 22253 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 3437 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46321 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 18764 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 15 contains 60283 members 
Mstep: Class 16 contains 2930 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 2956 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 21554 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 43393 members 
Mstep: Class 24 contains 1412 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 84870 members 
Mstep: Class 28 contains 37064 members 
Mstep: Class 29 contains 4374 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 88452 members 
Mstep: Class 33 contains 30138 members 
Mstep: Class 34 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35850284.000000 Penalty: 20529.908203
Iteration 240F: 35 clusters Score -3.585028e+07 nChanged 15455
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66454 members 
Mstep: Class 3 contains 3819 members 
Mstep: Class 4 contains 890 members 
Mstep: Class 5 contains 21520 members 
Mstep: Class 6 contains 22033 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 3374 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46209 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 18763 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 15 contains 56046 members 
Mstep: Class 16 contains 2884 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 2796 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 22060 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 43273 members 
Mstep: Class 24 contains 1279 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 90513 members 
Mstep: Class 28 contains 37184 members 
Mstep: Class 29 contains 4342 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 2615 members 
Mstep: Class 32 contains 85180 members 
Mstep: Class 33 contains 32117 members 
Mstep: Class 34 contains 9355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35849452.000000 Penalty: 20529.908203
Iteration 241Q: 35 clusters Score -3.584945e+07 nChanged 14538
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66479 members 
Mstep: Class 3 contains 3822 members 
Mstep: Class 4 contains 860 members 
Mstep: Class 5 contains 21518 members 
Mstep: Class 6 contains 21866 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 3319 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46165 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 18761 members 
Mstep: Class 14 contains 785 members 
Mstep: Class 15 contains 52361 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 2698 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 22552 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 43234 members 
Mstep: Class 24 contains 1154 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 95631 members 
Mstep: Class 28 contains 37311 members 
Mstep: Class 29 contains 4317 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 2692 members 
Mstep: Class 32 contains 81377 members 
Mstep: Class 33 contains 34331 members 
Mstep: Class 34 contains 9418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35849208.000000 Penalty: 20529.908203
Iteration 242Q: 35 clusters Score -3.584921e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66496 members 
Mstep: Class 3 contains 3821 members 
Mstep: Class 4 contains 842 members 
Mstep: Class 5 contains 21516 members 
Mstep: Class 6 contains 21714 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 3275 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46135 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 18762 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 50063 members 
Mstep: Class 16 contains 2790 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 2602 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 23086 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 43151 members 
Mstep: Class 24 contains 1036 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 97993 members 
Mstep: Class 28 contains 37449 members 
Mstep: Class 29 contains 4299 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 2757 members 
Mstep: Class 32 contains 79729 members 
Mstep: Class 33 contains 35722 members 
Mstep: Class 34 contains 9469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35848596.000000 Penalty: 20529.908203
Iteration 243Q: 35 clusters Score -3.58486e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66512 members 
Mstep: Class 3 contains 3822 members 
Mstep: Class 4 contains 829 members 
Mstep: Class 5 contains 21509 members 
Mstep: Class 6 contains 21533 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 3234 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46118 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 18762 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 48952 members 
Mstep: Class 16 contains 2753 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 2491 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 23554 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 43038 members 
Mstep: Class 24 contains 945 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 98896 members 
Mstep: Class 28 contains 37599 members 
Mstep: Class 29 contains 4279 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 2819 members 
Mstep: Class 32 contains 78787 members 
Mstep: Class 33 contains 36765 members 
Mstep: Class 34 contains 9509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35848040.000000 Penalty: 20529.908203
Iteration 244Q: 35 clusters Score -3.584804e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66521 members 
Mstep: Class 3 contains 3826 members 
Mstep: Class 4 contains 819 members 
Mstep: Class 5 contains 21502 members 
Mstep: Class 6 contains 21384 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 3201 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46107 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1308 members 
Mstep: Class 13 contains 18763 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 48371 members 
Mstep: Class 16 contains 2700 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 23990 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 42912 members 
Mstep: Class 24 contains 885 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 99248 members 
Mstep: Class 28 contains 37747 members 
Mstep: Class 29 contains 4255 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 2878 members 
Mstep: Class 32 contains 78042 members 
Mstep: Class 33 contains 37650 members 
Mstep: Class 34 contains 9550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35847404.000000 Penalty: 20529.908203
Iteration 245Q: 35 clusters Score -3.58474e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66534 members 
Mstep: Class 3 contains 3829 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 5 contains 21499 members 
Mstep: Class 6 contains 21205 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 3167 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46108 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 18763 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 48107 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 2223 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 24399 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 42759 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 99199 members 
Mstep: Class 28 contains 37920 members 
Mstep: Class 29 contains 4230 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 2935 members 
Mstep: Class 32 contains 77460 members 
Mstep: Class 33 contains 38493 members 
Mstep: Class 34 contains 9579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35846940.000000 Penalty: 20529.908203
Iteration 246Q: 35 clusters Score -3.584694e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66550 members 
Mstep: Class 3 contains 3833 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 21490 members 
Mstep: Class 6 contains 20862 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 3137 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46126 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 18763 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 48181 members 
Mstep: Class 16 contains 2574 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 2102 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 24773 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 42603 members 
Mstep: Class 24 contains 818 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 98925 members 
Mstep: Class 28 contains 38085 members 
Mstep: Class 29 contains 4204 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 2995 members 
Mstep: Class 32 contains 76943 members 
Mstep: Class 33 contains 39346 members 
Mstep: Class 34 contains 9603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35846768.000000 Penalty: 20529.908203
Iteration 247Q: 35 clusters Score -3.584677e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66553 members 
Mstep: Class 3 contains 3836 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 21485 members 
Mstep: Class 6 contains 20479 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 3111 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46175 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 18766 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 48483 members 
Mstep: Class 16 contains 2510 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 25151 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 42388 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 98609 members 
Mstep: Class 28 contains 38226 members 
Mstep: Class 29 contains 4180 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3044 members 
Mstep: Class 32 contains 76287 members 
Mstep: Class 33 contains 40222 members 
Mstep: Class 34 contains 9658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35846520.000000 Penalty: 20529.908203
Iteration 248Q: 35 clusters Score -3.584652e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66557 members 
Mstep: Class 3 contains 3840 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 21477 members 
Mstep: Class 6 contains 19977 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 3085 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46231 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 18769 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 49083 members 
Mstep: Class 16 contains 2439 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 1841 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 25606 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 42122 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 98110 members 
Mstep: Class 28 contains 38363 members 
Mstep: Class 29 contains 4178 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3086 members 
Mstep: Class 32 contains 75599 members 
Mstep: Class 33 contains 41089 members 
Mstep: Class 34 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35846040.000000 Penalty: 20529.908203
Iteration 249Q: 35 clusters Score -3.584604e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66565 members 
Mstep: Class 3 contains 3840 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 21470 members 
Mstep: Class 6 contains 19294 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46267 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 18770 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 50086 members 
Mstep: Class 16 contains 2361 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 1732 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 26088 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 41843 members 
Mstep: Class 24 contains 697 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 97434 members 
Mstep: Class 28 contains 38453 members 
Mstep: Class 29 contains 4174 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3123 members 
Mstep: Class 32 contains 74863 members 
Mstep: Class 33 contains 42036 members 
Mstep: Class 34 contains 9787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35846088.000000 Penalty: 20529.908203
Iteration 250Q: 35 clusters Score -3.584609e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66574 members 
Mstep: Class 3 contains 3841 members 
Mstep: Class 4 contains 764 members 
Mstep: Class 5 contains 21467 members 
Mstep: Class 6 contains 18480 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 3030 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46328 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 18771 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 51314 members 
Mstep: Class 16 contains 2278 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 26629 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 41523 members 
Mstep: Class 24 contains 626 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 96745 members 
Mstep: Class 28 contains 38501 members 
Mstep: Class 29 contains 4166 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3153 members 
Mstep: Class 32 contains 73921 members 
Mstep: Class 33 contains 43113 members 
Mstep: Class 34 contains 9864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 568.976135 but Gain 603.820312
Score: -35846100.000000 Penalty: 19926.087891
Iteration 251Q: 34 clusters Score -3.58461e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66580 members 
Mstep: Class 3 contains 3843 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21461 members 
Mstep: Class 6 contains 17572 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 3013 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46409 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 18774 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 52463 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 1508 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 27190 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 41221 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 96395 members 
Mstep: Class 28 contains 38521 members 
Mstep: Class 29 contains 4161 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3181 members 
Mstep: Class 32 contains 72716 members 
Mstep: Class 33 contains 44801 members 
Mstep: Class 34 contains 9943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35846212.000000 Penalty: 19926.087891
Iteration 252Q: 34 clusters Score -3.584621e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66584 members 
Mstep: Class 3 contains 3844 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 21453 members 
Mstep: Class 6 contains 16330 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46548 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 18773 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 53585 members 
Mstep: Class 16 contains 2088 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 1382 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 27811 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 40790 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 96382 members 
Mstep: Class 28 contains 38557 members 
Mstep: Class 29 contains 4148 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3204 members 
Mstep: Class 32 contains 71408 members 
Mstep: Class 33 contains 46050 members 
Mstep: Class 34 contains 10013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35845720.000000 Penalty: 19926.087891
Iteration 253Q: 34 clusters Score -3.584572e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66590 members 
Mstep: Class 3 contains 3845 members 
Mstep: Class 4 contains 757 members 
Mstep: Class 5 contains 21448 members 
Mstep: Class 6 contains 15106 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2992 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46666 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 18773 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 54629 members 
Mstep: Class 16 contains 1999 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 28421 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 40355 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 96512 members 
Mstep: Class 28 contains 38578 members 
Mstep: Class 29 contains 4147 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3231 members 
Mstep: Class 32 contains 70272 members 
Mstep: Class 33 contains 47057 members 
Mstep: Class 34 contains 10058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35845340.000000 Penalty: 19926.087891
Iteration 254Q: 34 clusters Score -3.584534e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66595 members 
Mstep: Class 3 contains 3846 members 
Mstep: Class 4 contains 756 members 
Mstep: Class 5 contains 21445 members 
Mstep: Class 6 contains 13999 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46762 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 18772 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 55636 members 
Mstep: Class 16 contains 1914 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 1179 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 29023 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 39923 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 96499 members 
Mstep: Class 28 contains 38563 members 
Mstep: Class 29 contains 4161 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3262 members 
Mstep: Class 32 contains 69359 members 
Mstep: Class 33 contains 47923 members 
Mstep: Class 34 contains 10103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35844768.000000 Penalty: 19926.087891
Iteration 255Q: 34 clusters Score -3.584477e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66597 members 
Mstep: Class 3 contains 3846 members 
Mstep: Class 4 contains 755 members 
Mstep: Class 5 contains 21446 members 
Mstep: Class 6 contains 13016 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46859 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 18770 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 56583 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 1093 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 29640 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 39477 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 96493 members 
Mstep: Class 28 contains 38556 members 
Mstep: Class 29 contains 4176 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3298 members 
Mstep: Class 32 contains 68556 members 
Mstep: Class 33 contains 48612 members 
Mstep: Class 34 contains 10136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35844572.000000 Penalty: 19926.087891
Iteration 256Q: 34 clusters Score -3.584457e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66598 members 
Mstep: Class 3 contains 3846 members 
Mstep: Class 4 contains 756 members 
Mstep: Class 5 contains 21446 members 
Mstep: Class 6 contains 12155 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46938 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 18770 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 57458 members 
Mstep: Class 16 contains 1746 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 1023 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 30275 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 39107 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 96520 members 
Mstep: Class 28 contains 38530 members 
Mstep: Class 29 contains 4182 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3335 members 
Mstep: Class 32 contains 67813 members 
Mstep: Class 33 contains 49091 members 
Mstep: Class 34 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35844404.000000 Penalty: 19926.087891
Iteration 257Q: 34 clusters Score -3.58444e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66601 members 
Mstep: Class 3 contains 3846 members 
Mstep: Class 4 contains 756 members 
Mstep: Class 5 contains 21444 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2939 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46978 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 18771 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 58267 members 
Mstep: Class 16 contains 1670 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 30909 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 38749 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 96593 members 
Mstep: Class 28 contains 38447 members 
Mstep: Class 29 contains 4186 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3380 members 
Mstep: Class 32 contains 67156 members 
Mstep: Class 33 contains 49495 members 
Mstep: Class 34 contains 10209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35844380.000000 Penalty: 19926.087891
Iteration 258Q: 34 clusters Score -3.584438e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66602 members 
Mstep: Class 3 contains 3847 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 21442 members 
Mstep: Class 6 contains 10639 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2922 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47011 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1305 members 
Mstep: Class 13 contains 18770 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 59049 members 
Mstep: Class 16 contains 1594 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 891 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 31533 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 38452 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 96621 members 
Mstep: Class 28 contains 38344 members 
Mstep: Class 29 contains 4207 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 66599 members 
Mstep: Class 33 contains 49769 members 
Mstep: Class 34 contains 10247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35844084.000000 Penalty: 19926.087891
Iteration 259Q: 34 clusters Score -3.584408e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66601 members 
Mstep: Class 3 contains 3847 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21442 members 
Mstep: Class 6 contains 10032 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47048 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 18770 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 59827 members 
Mstep: Class 16 contains 1535 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 832 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 32140 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 38196 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 96491 members 
Mstep: Class 28 contains 38211 members 
Mstep: Class 29 contains 4234 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3446 members 
Mstep: Class 32 contains 66219 members 
Mstep: Class 33 contains 49909 members 
Mstep: Class 34 contains 10278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35844264.000000 Penalty: 19926.087891
Iteration 260F: 34 clusters Score -3.584426e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66601 members 
Mstep: Class 3 contains 3847 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21441 members 
Mstep: Class 6 contains 9389 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2895 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47116 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 18770 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 60506 members 
Mstep: Class 16 contains 1479 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 767 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 32749 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 37932 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 96468 members 
Mstep: Class 28 contains 38093 members 
Mstep: Class 29 contains 4256 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3470 members 
Mstep: Class 32 contains 65865 members 
Mstep: Class 33 contains 50024 members 
Mstep: Class 34 contains 10302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843892.000000 Penalty: 19926.087891
Iteration 261Q: 34 clusters Score -3.584389e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66597 members 
Mstep: Class 3 contains 3847 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21441 members 
Mstep: Class 6 contains 8810 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2884 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47184 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 18770 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 61220 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 706 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 33288 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 37625 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 96446 members 
Mstep: Class 28 contains 37963 members 
Mstep: Class 29 contains 4284 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3496 members 
Mstep: Class 32 contains 65534 members 
Mstep: Class 33 contains 50123 members 
Mstep: Class 34 contains 10320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843640.000000 Penalty: 19926.087891
Iteration 262Q: 34 clusters Score -3.584364e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66598 members 
Mstep: Class 3 contains 3847 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21441 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47231 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 18770 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 61976 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 33819 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 37345 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 96244 members 
Mstep: Class 28 contains 37793 members 
Mstep: Class 29 contains 4313 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3518 members 
Mstep: Class 32 contains 65330 members 
Mstep: Class 33 contains 50253 members 
Mstep: Class 34 contains 10319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843536.000000 Penalty: 19926.087891
Iteration 263Q: 34 clusters Score -3.584354e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66602 members 
Mstep: Class 3 contains 3847 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21441 members 
Mstep: Class 6 contains 7755 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47279 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 18772 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 62694 members 
Mstep: Class 16 contains 1327 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 34337 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 37096 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 96016 members 
Mstep: Class 28 contains 37578 members 
Mstep: Class 29 contains 4336 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3539 members 
Mstep: Class 32 contains 65184 members 
Mstep: Class 33 contains 50382 members 
Mstep: Class 34 contains 10313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843480.000000 Penalty: 19926.087891
Iteration 264Q: 34 clusters Score -3.584348e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66599 members 
Mstep: Class 3 contains 3847 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21441 members 
Mstep: Class 6 contains 7252 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2860 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47346 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 18774 members 
Mstep: Class 14 contains 790 members 
Mstep: Class 15 contains 63268 members 
Mstep: Class 16 contains 1273 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 568 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 34894 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 36839 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 95922 members 
Mstep: Class 28 contains 37350 members 
Mstep: Class 29 contains 4357 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3559 members 
Mstep: Class 32 contains 65016 members 
Mstep: Class 33 contains 50499 members 
Mstep: Class 34 contains 10303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843276.000000 Penalty: 19926.087891
Iteration 265Q: 34 clusters Score -3.584328e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66594 members 
Mstep: Class 3 contains 3848 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21441 members 
Mstep: Class 6 contains 6764 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47423 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 18775 members 
Mstep: Class 14 contains 790 members 
Mstep: Class 15 contains 63725 members 
Mstep: Class 16 contains 1222 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 35453 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 36573 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 95890 members 
Mstep: Class 28 contains 37125 members 
Mstep: Class 29 contains 4374 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3584 members 
Mstep: Class 32 contains 64855 members 
Mstep: Class 33 contains 50646 members 
Mstep: Class 34 contains 10292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 597.814941 but Gain 603.822266
Score: -35843256.000000 Penalty: 19322.265625
Iteration 266Q: 33 clusters Score -3.584326e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66589 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21443 members 
Mstep: Class 6 contains 6337 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47470 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 18776 members 
Mstep: Class 14 contains 790 members 
Mstep: Class 15 contains 64188 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 35973 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 36298 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 95953 members 
Mstep: Class 28 contains 36928 members 
Mstep: Class 29 contains 4387 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3627 members 
Mstep: Class 32 contains 64823 members 
Mstep: Class 33 contains 51055 members 
Mstep: Class 34 contains 10273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843756.000000 Penalty: 19322.265625
Iteration 267Q: 33 clusters Score -3.584376e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66583 members 
Mstep: Class 3 contains 3852 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21442 members 
Mstep: Class 6 contains 5923 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2801 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47533 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 18777 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 64523 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 36475 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 35861 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 95787 members 
Mstep: Class 28 contains 36730 members 
Mstep: Class 29 contains 4415 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3663 members 
Mstep: Class 32 contains 64927 members 
Mstep: Class 33 contains 51290 members 
Mstep: Class 34 contains 10250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843584.000000 Penalty: 19322.265625
Iteration 268Q: 33 clusters Score -3.584358e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66575 members 
Mstep: Class 3 contains 3855 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21441 members 
Mstep: Class 6 contains 5528 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47591 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 18778 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 64834 members 
Mstep: Class 16 contains 1106 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 36982 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 35390 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 95582 members 
Mstep: Class 28 contains 36511 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3708 members 
Mstep: Class 32 contains 64999 members 
Mstep: Class 33 contains 51640 members 
Mstep: Class 34 contains 10231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843272.000000 Penalty: 19322.265625
Iteration 269Q: 33 clusters Score -3.584327e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66573 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21442 members 
Mstep: Class 6 contains 5186 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47661 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1286 members 
Mstep: Class 13 contains 18777 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 65064 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 37560 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34899 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 95164 members 
Mstep: Class 28 contains 36278 members 
Mstep: Class 29 contains 4450 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3747 members 
Mstep: Class 32 contains 65078 members 
Mstep: Class 33 contains 52171 members 
Mstep: Class 34 contains 10216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843632.000000 Penalty: 19322.265625
Iteration 270Q: 33 clusters Score -3.584363e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66573 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21441 members 
Mstep: Class 6 contains 4863 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 2753 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47693 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 18778 members 
Mstep: Class 14 contains 793 members 
Mstep: Class 15 contains 65226 members 
Mstep: Class 16 contains 1061 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 38117 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 34328 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 94607 members 
Mstep: Class 28 contains 36032 members 
Mstep: Class 29 contains 4453 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3784 members 
Mstep: Class 32 contains 65246 members 
Mstep: Class 33 contains 52956 members 
Mstep: Class 34 contains 10198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843616.000000 Penalty: 19322.265625
Iteration 271Q: 33 clusters Score -3.584362e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66569 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21440 members 
Mstep: Class 6 contains 4563 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47741 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 18779 members 
Mstep: Class 14 contains 794 members 
Mstep: Class 15 contains 65305 members 
Mstep: Class 16 contains 1038 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 38654 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 33709 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 93887 members 
Mstep: Class 28 contains 35825 members 
Mstep: Class 29 contains 4449 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3820 members 
Mstep: Class 32 contains 65394 members 
Mstep: Class 33 contains 53991 members 
Mstep: Class 34 contains 10195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843632.000000 Penalty: 19322.265625
Iteration 272Q: 33 clusters Score -3.584363e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66566 members 
Mstep: Class 3 contains 3857 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21440 members 
Mstep: Class 6 contains 4305 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47825 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 18778 members 
Mstep: Class 14 contains 795 members 
Mstep: Class 15 contains 65304 members 
Mstep: Class 16 contains 1009 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 39213 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 32988 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 93060 members 
Mstep: Class 28 contains 35562 members 
Mstep: Class 29 contains 4440 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3849 members 
Mstep: Class 32 contains 65372 members 
Mstep: Class 33 contains 55464 members 
Mstep: Class 34 contains 10188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843528.000000 Penalty: 19322.265625
Iteration 273Q: 33 clusters Score -3.584353e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66563 members 
Mstep: Class 3 contains 3859 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21439 members 
Mstep: Class 6 contains 4057 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2719 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47902 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 18778 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 65276 members 
Mstep: Class 16 contains 978 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 39766 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 32177 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 92079 members 
Mstep: Class 28 contains 35281 members 
Mstep: Class 29 contains 4429 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3878 members 
Mstep: Class 32 contains 65198 members 
Mstep: Class 33 contains 57387 members 
Mstep: Class 34 contains 10182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843728.000000 Penalty: 19322.265625
Iteration 274Q: 33 clusters Score -3.584373e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66561 members 
Mstep: Class 3 contains 3860 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21439 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47991 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 18780 members 
Mstep: Class 14 contains 798 members 
Mstep: Class 15 contains 65133 members 
Mstep: Class 16 contains 959 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 40331 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 31229 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 91068 members 
Mstep: Class 28 contains 35004 members 
Mstep: Class 29 contains 4404 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3904 members 
Mstep: Class 32 contains 64836 members 
Mstep: Class 33 contains 59739 members 
Mstep: Class 34 contains 10167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35843952.000000 Penalty: 19322.265625
Iteration 275Q: 33 clusters Score -3.584395e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66560 members 
Mstep: Class 3 contains 3861 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21439 members 
Mstep: Class 6 contains 3612 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2701 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48110 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 18782 members 
Mstep: Class 14 contains 798 members 
Mstep: Class 15 contains 64777 members 
Mstep: Class 16 contains 959 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 40901 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 30358 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 90145 members 
Mstep: Class 28 contains 34688 members 
Mstep: Class 29 contains 4369 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3927 members 
Mstep: Class 32 contains 64301 members 
Mstep: Class 33 contains 62290 members 
Mstep: Class 34 contains 10167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35844348.000000 Penalty: 19322.265625
Iteration 276Q: 33 clusters Score -3.584435e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66558 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21440 members 
Mstep: Class 6 contains 3382 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2690 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48181 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 18783 members 
Mstep: Class 14 contains 799 members 
Mstep: Class 15 contains 64322 members 
Mstep: Class 16 contains 952 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 41486 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 29528 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 89199 members 
Mstep: Class 28 contains 34454 members 
Mstep: Class 29 contains 4302 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3947 members 
Mstep: Class 32 contains 63636 members 
Mstep: Class 33 contains 65045 members 
Mstep: Class 34 contains 10172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35845108.000000 Penalty: 19322.265625
Iteration 277Q: 33 clusters Score -3.584511e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66552 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21440 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48266 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 18784 members 
Mstep: Class 14 contains 800 members 
Mstep: Class 15 contains 63705 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 42093 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 28738 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 88411 members 
Mstep: Class 28 contains 34274 members 
Mstep: Class 29 contains 4221 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3965 members 
Mstep: Class 32 contains 62905 members 
Mstep: Class 33 contains 67808 members 
Mstep: Class 34 contains 10168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35845280.000000 Penalty: 19322.265625
Iteration 278Q: 33 clusters Score -3.584528e+07 nChanged 5851
Entering ConstructFrom: 
Score: -35845280.000000 Penalty: 19322.265625
Entering ConstructFrom: 
Trying to split cluster 1 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -13852.053711 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -13852.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13536.431641 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -13536.43 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13598.787109 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -13598.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13625.011719 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -13625.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13642.666016 Penalty: 494.865234
	Iteration 3Q: 3 clusters Score -13642.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13653.052734 Penalty: 494.865234
	Iteration 4Q: 3 clusters Score -13653.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13660.045898 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -13660.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13664.033203 Penalty: 494.865234
	Iteration 6Q: 3 clusters Score -13664.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13665.863281 Penalty: 494.865234
	Iteration 7Q: 3 clusters Score -13665.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13670.144531 Penalty: 494.865234
	Iteration 8Q: 3 clusters Score -13670.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13670.884766 Penalty: 494.865234
	Iteration 9Q: 3 clusters Score -13670.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13671.489258 Penalty: 494.865234
	Iteration 10Q: 3 clusters Score -13671.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13671.489258 Penalty: 494.865234
	Iteration 11F: 3 clusters Score -13671.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (66546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66546 members 
Entering Unmasked Estep 
Score: -3967340.500000 Penalty: 505.307037
	Iteration 0F: 2 clusters Score -3967340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -3922639.000000 Penalty: 1010.614075
	Iteration 0F: 3 clusters Score -3922639 nChanged 32360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -3942927.500000 Penalty: 1010.614075
	Iteration 1F: 3 clusters Score -3942928 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -3944393.250000 Penalty: 1010.614075
	Iteration 2F: 3 clusters Score -3944393 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -3946525.250000 Penalty: 1010.614075
	Iteration 3F: 3 clusters Score -3946525 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -3949471.500000 Penalty: 1010.614075
	Iteration 4F: 3 clusters Score -3949472 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -3953183.500000 Penalty: 1010.614075
	Iteration 5F: 3 clusters Score -3953184 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -3956861.750000 Penalty: 1010.614075
	Iteration 6F: 3 clusters Score -3956862 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -3959843.500000 Penalty: 1010.614075
	Iteration 7F: 3 clusters Score -3959844 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -3961853.500000 Penalty: 1010.614075
	Iteration 8Q: 3 clusters Score -3961854 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 61475 members 
Entering Unmasked Estep 
Score: -3963204.000000 Penalty: 1010.614075
	Iteration 9Q: 3 clusters Score -3963204 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -3964231.000000 Penalty: 1010.614075
	Iteration 10Q: 3 clusters Score -3964231 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -3965097.000000 Penalty: 1010.614075
	Iteration 11Q: 3 clusters Score -3965097 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 64936 members 
Entering Unmasked Estep 
Score: -3965742.750000 Penalty: 1010.614075
	Iteration 12Q: 3 clusters Score -3965743 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -3966222.750000 Penalty: 1010.614075
	Iteration 13Q: 3 clusters Score -3966223 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 65942 members 
Entering Unmasked Estep 
Score: -3966510.500000 Penalty: 1010.614075
	Iteration 14Q: 3 clusters Score -3966510 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 66171 members 
Entering Unmasked Estep 
Score: -3966671.500000 Penalty: 1010.614075
	Iteration 15Q: 3 clusters Score -3966672 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 66293 members 
Entering Unmasked Estep 
Score: -3966774.500000 Penalty: 1010.614075
	Iteration 16Q: 3 clusters Score -3966774 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 66362 members 
Entering Unmasked Estep 
Score: -3966827.750000 Penalty: 1010.614075
	Iteration 17Q: 3 clusters Score -3966828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
Score: -3966854.500000 Penalty: 1010.614075
	Iteration 18Q: 3 clusters Score -3966854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 66409 members 
Entering Unmasked Estep 
Score: -3966871.500000 Penalty: 1010.614075
	Iteration 19Q: 3 clusters Score -3966872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -3966884.750000 Penalty: 1010.614075
	Iteration 20F: 3 clusters Score -3966885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 66426 members 
Entering Unmasked Estep 
Score: -3966890.500000 Penalty: 1010.614075
	Iteration 21Q: 3 clusters Score -3966890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -3966902.500000 Penalty: 1010.614075
	Iteration 22Q: 3 clusters Score -3966902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -3966905.750000 Penalty: 1010.614075
	Iteration 23Q: 3 clusters Score -3966906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 66439 members 
Entering Unmasked Estep 
Score: -3966907.750000 Penalty: 1010.614075
	Iteration 24Q: 3 clusters Score -3966908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 66439 members 
Entering Unmasked Estep 
Score: -3966907.750000 Penalty: 1010.614075
	Iteration 25F: 3 clusters Score -3966908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Entering Unmasked Estep 
Score: -223224.703125 Penalty: 375.781799
	Iteration 0F: 2 clusters Score -223224.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -220579.843750 Penalty: 751.563599
	Iteration 0F: 3 clusters Score -220579.8 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -221572.312500 Penalty: 751.563599
	Iteration 1F: 3 clusters Score -221572.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -221681.796875 Penalty: 751.563599
	Iteration 2F: 3 clusters Score -221681.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -221807.281250 Penalty: 751.563599
	Iteration 3F: 3 clusters Score -221807.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -221944.703125 Penalty: 751.563599
	Iteration 4Q: 3 clusters Score -221944.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -222078.375000 Penalty: 751.563599
	Iteration 5F: 3 clusters Score -222078.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -222230.812500 Penalty: 751.563599
	Iteration 6F: 3 clusters Score -222230.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -222378.453125 Penalty: 751.563599
	Iteration 7Q: 3 clusters Score -222378.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -222506.812500 Penalty: 751.563599
	Iteration 8Q: 3 clusters Score -222506.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -222594.250000 Penalty: 751.563599
	Iteration 9Q: 3 clusters Score -222594.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -222634.781250 Penalty: 751.563599
	Iteration 10Q: 3 clusters Score -222634.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -222666.484375 Penalty: 751.563599
	Iteration 11Q: 3 clusters Score -222666.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -222699.531250 Penalty: 751.563599
	Iteration 12Q: 3 clusters Score -222699.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -222739.453125 Penalty: 751.563599
	Iteration 13Q: 3 clusters Score -222739.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -222763.296875 Penalty: 751.563599
	Iteration 14Q: 3 clusters Score -222763.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -222782.593750 Penalty: 751.563599
	Iteration 15Q: 3 clusters Score -222782.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -222796.546875 Penalty: 751.563599
	Iteration 16Q: 3 clusters Score -222796.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -222805.453125 Penalty: 751.563599
	Iteration 17Q: 3 clusters Score -222805.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -222812.156250 Penalty: 751.563599
	Iteration 18Q: 3 clusters Score -222812.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -222819.171875 Penalty: 751.563599
	Iteration 19Q: 3 clusters Score -222819.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -222823.812500 Penalty: 751.563599
	Iteration 20F: 3 clusters Score -222823.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -222827.734375 Penalty: 751.563599
	Iteration 21Q: 3 clusters Score -222827.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -222832.234375 Penalty: 751.563599
	Iteration 22Q: 3 clusters Score -222832.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -222835.140625 Penalty: 751.563599
	Iteration 23Q: 3 clusters Score -222835.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -222837.109375 Penalty: 751.563599
	Iteration 24Q: 3 clusters Score -222837.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -222839.140625 Penalty: 751.563599
	Iteration 25Q: 3 clusters Score -222839.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -222841.281250 Penalty: 751.563599
	Iteration 26Q: 3 clusters Score -222841.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -222844.796875 Penalty: 751.563599
	Iteration 27Q: 3 clusters Score -222844.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -222847.406250 Penalty: 751.563599
	Iteration 28Q: 3 clusters Score -222847.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -222850.703125 Penalty: 751.563599
	Iteration 29Q: 3 clusters Score -222850.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -222852.500000 Penalty: 751.563599
	Iteration 30Q: 3 clusters Score -222852.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -222853.890625 Penalty: 751.563599
	Iteration 31Q: 3 clusters Score -222853.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -222856.250000 Penalty: 751.563599
	Iteration 32Q: 3 clusters Score -222856.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -222858.312500 Penalty: 751.563599
	Iteration 33Q: 3 clusters Score -222858.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -222859.406250 Penalty: 751.563599
	Iteration 34Q: 3 clusters Score -222859.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -222860.984375 Penalty: 751.563599
	Iteration 35Q: 3 clusters Score -222861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -222861.718750 Penalty: 751.563599
	Iteration 36Q: 3 clusters Score -222861.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -222862.781250 Penalty: 751.563599
	Iteration 37Q: 3 clusters Score -222862.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -222866.109375 Penalty: 751.563599
	Iteration 38Q: 3 clusters Score -222866.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -222872.000000 Penalty: 751.563599
	Iteration 39Q: 3 clusters Score -222872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -222877.312500 Penalty: 751.563599
	Iteration 40F: 3 clusters Score -222877.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -222886.640625 Penalty: 751.563599
	Iteration 41Q: 3 clusters Score -222886.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -222896.046875 Penalty: 751.563599
	Iteration 42Q: 3 clusters Score -222896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -222903.812500 Penalty: 751.563599
	Iteration 43Q: 3 clusters Score -222903.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -222908.109375 Penalty: 751.563599
	Iteration 44Q: 3 clusters Score -222908.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -222910.453125 Penalty: 751.563599
	Iteration 45Q: 3 clusters Score -222910.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -222911.203125 Penalty: 751.563599
	Iteration 46Q: 3 clusters Score -222911.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -222912.328125 Penalty: 751.563599
	Iteration 47Q: 3 clusters Score -222912.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -222913.203125 Penalty: 751.563599
	Iteration 48Q: 3 clusters Score -222913.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -222914.140625 Penalty: 751.563599
	Iteration 49Q: 3 clusters Score -222914.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -222916.109375 Penalty: 751.563599
	Iteration 50Q: 3 clusters Score -222916.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -222917.500000 Penalty: 751.563599
	Iteration 51Q: 3 clusters Score -222917.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -222918.406250 Penalty: 751.563599
	Iteration 52Q: 3 clusters Score -222918.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -222919.671875 Penalty: 751.563599
	Iteration 53Q: 3 clusters Score -222919.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -222922.578125 Penalty: 751.563599
	Iteration 54Q: 3 clusters Score -222922.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -222924.265625 Penalty: 751.563599
	Iteration 55Q: 3 clusters Score -222924.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -222925.156250 Penalty: 751.563599
	Iteration 56Q: 3 clusters Score -222925.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -222926.375000 Penalty: 751.563599
	Iteration 57Q: 3 clusters Score -222926.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -222927.296875 Penalty: 751.563599
	Iteration 58Q: 3 clusters Score -222927.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -222929.125000 Penalty: 751.563599
	Iteration 59Q: 3 clusters Score -222929.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -222929.156250 Penalty: 751.563599
	Iteration 60F: 3 clusters Score -222929.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -222930.343750 Penalty: 751.563599
	Iteration 61Q: 3 clusters Score -222930.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -222931.000000 Penalty: 751.563599
	Iteration 62Q: 3 clusters Score -222931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -222931.781250 Penalty: 751.563599
	Iteration 63Q: 3 clusters Score -222931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -222932.500000 Penalty: 751.563599
	Iteration 64Q: 3 clusters Score -222932.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -222933.250000 Penalty: 751.563599
	Iteration 65Q: 3 clusters Score -222933.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -222934.187500 Penalty: 751.563599
	Iteration 66Q: 3 clusters Score -222934.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -222934.234375 Penalty: 751.563599
	Iteration 67Q: 3 clusters Score -222934.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -222935.515625 Penalty: 751.563599
	Iteration 68Q: 3 clusters Score -222935.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -222936.734375 Penalty: 751.563599
	Iteration 69Q: 3 clusters Score -222936.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -222939.203125 Penalty: 751.563599
	Iteration 70Q: 3 clusters Score -222939.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -222940.640625 Penalty: 751.563599
	Iteration 71Q: 3 clusters Score -222940.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -222941.437500 Penalty: 751.563599
	Iteration 72Q: 3 clusters Score -222941.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -222942.625000 Penalty: 751.563599
	Iteration 73Q: 3 clusters Score -222942.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -222943.671875 Penalty: 751.563599
	Iteration 74Q: 3 clusters Score -222943.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -222944.000000 Penalty: 751.563599
	Iteration 75Q: 3 clusters Score -222944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -222944.000000 Penalty: 751.563599
	Iteration 76F: 3 clusters Score -222944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -48599.863281 Penalty: 301.815979
	Iteration 0F: 2 clusters Score -48599.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -47946.984375 Penalty: 603.631958
	Iteration 0F: 3 clusters Score -47946.98 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -48107.007812 Penalty: 603.631958
	Iteration 1F: 3 clusters Score -48107.01 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -48152.707031 Penalty: 603.631958
	Iteration 2F: 3 clusters Score -48152.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -48171.546875 Penalty: 603.631958
	Iteration 3Q: 3 clusters Score -48171.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -48188.250000 Penalty: 603.631958
	Iteration 4Q: 3 clusters Score -48188.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -48196.468750 Penalty: 603.631958
	Iteration 5Q: 3 clusters Score -48196.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -48201.773438 Penalty: 603.631958
	Iteration 6Q: 3 clusters Score -48201.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -48207.183594 Penalty: 603.631958
	Iteration 7Q: 3 clusters Score -48207.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -48213.273438 Penalty: 603.631958
	Iteration 8Q: 3 clusters Score -48213.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -48219.812500 Penalty: 603.631958
	Iteration 9Q: 3 clusters Score -48219.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48225.695312 Penalty: 603.631958
	Iteration 10Q: 3 clusters Score -48225.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48228.996094 Penalty: 603.631958
	Iteration 11Q: 3 clusters Score -48229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48234.238281 Penalty: 603.631958
	Iteration 12Q: 3 clusters Score -48234.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -48238.925781 Penalty: 603.631958
	Iteration 13Q: 3 clusters Score -48238.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48242.515625 Penalty: 603.631958
	Iteration 14Q: 3 clusters Score -48242.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48249.136719 Penalty: 603.631958
	Iteration 15Q: 3 clusters Score -48249.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48254.601562 Penalty: 603.631958
	Iteration 16Q: 3 clusters Score -48254.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48256.273438 Penalty: 603.631958
	Iteration 17Q: 3 clusters Score -48256.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48258.230469 Penalty: 603.631958
	Iteration 18Q: 3 clusters Score -48258.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48258.691406 Penalty: 603.631958
	Iteration 19Q: 3 clusters Score -48258.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48258.996094 Penalty: 603.631958
	Iteration 20F: 3 clusters Score -48259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Entering Unmasked Estep 
Score: -1353207.625000 Penalty: 453.774261
	Iteration 0F: 2 clusters Score -1353208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1338973.750000 Penalty: 907.548523
	Iteration 0F: 3 clusters Score -1338974 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1344935.250000 Penalty: 907.548523
	Iteration 1F: 3 clusters Score -1344935 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1345438.750000 Penalty: 907.548523
	Iteration 2Q: 3 clusters Score -1345439 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1346167.000000 Penalty: 907.548523
	Iteration 3F: 3 clusters Score -1346167 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1347200.625000 Penalty: 907.548523
	Iteration 4F: 3 clusters Score -1347201 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1348510.250000 Penalty: 907.548523
	Iteration 5F: 3 clusters Score -1348510 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1349578.500000 Penalty: 907.548523
	Iteration 6F: 3 clusters Score -1349578 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1350175.250000 Penalty: 907.548523
	Iteration 7Q: 3 clusters Score -1350175 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1350454.250000 Penalty: 907.548523
	Iteration 8Q: 3 clusters Score -1350454 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1350611.125000 Penalty: 907.548523
	Iteration 9Q: 3 clusters Score -1350611 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1350746.625000 Penalty: 907.548523
	Iteration 10Q: 3 clusters Score -1350747 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1350866.500000 Penalty: 907.548523
	Iteration 11Q: 3 clusters Score -1350866 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1350958.875000 Penalty: 907.548523
	Iteration 12Q: 3 clusters Score -1350959 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1351041.625000 Penalty: 907.548523
	Iteration 13Q: 3 clusters Score -1351042 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1351124.750000 Penalty: 907.548523
	Iteration 14Q: 3 clusters Score -1351125 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1351216.000000 Penalty: 907.548523
	Iteration 15Q: 3 clusters Score -1351216 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1351296.750000 Penalty: 907.548523
	Iteration 16Q: 3 clusters Score -1351297 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1351385.625000 Penalty: 907.548523
	Iteration 17Q: 3 clusters Score -1351386 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1351486.500000 Penalty: 907.548523
	Iteration 18Q: 3 clusters Score -1351486 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1351585.125000 Penalty: 907.548523
	Iteration 19Q: 3 clusters Score -1351585 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1351685.625000 Penalty: 907.548523
	Iteration 20F: 3 clusters Score -1351686 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1351765.000000 Penalty: 907.548523
	Iteration 21Q: 3 clusters Score -1351765 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -1351848.250000 Penalty: 907.548523
	Iteration 22Q: 3 clusters Score -1351848 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1351919.125000 Penalty: 907.548523
	Iteration 23Q: 3 clusters Score -1351919 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -1351974.250000 Penalty: 907.548523
	Iteration 24Q: 3 clusters Score -1351974 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -1352031.250000 Penalty: 907.548523
	Iteration 25Q: 3 clusters Score -1352031 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1352088.500000 Penalty: 907.548523
	Iteration 26Q: 3 clusters Score -1352088 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -1352117.625000 Penalty: 907.548523
	Iteration 27Q: 3 clusters Score -1352118 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -1352142.500000 Penalty: 907.548523
	Iteration 28Q: 3 clusters Score -1352142 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1352157.000000 Penalty: 907.548523
	Iteration 29Q: 3 clusters Score -1352157 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -1352173.625000 Penalty: 907.548523
	Iteration 30Q: 3 clusters Score -1352174 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -1352184.875000 Penalty: 907.548523
	Iteration 31Q: 3 clusters Score -1352185 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1352196.625000 Penalty: 907.548523
	Iteration 32Q: 3 clusters Score -1352197 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -1352205.625000 Penalty: 907.548523
	Iteration 33Q: 3 clusters Score -1352206 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -1352213.125000 Penalty: 907.548523
	Iteration 34Q: 3 clusters Score -1352213 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -1352220.125000 Penalty: 907.548523
	Iteration 35Q: 3 clusters Score -1352220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1352228.250000 Penalty: 907.548523
	Iteration 36Q: 3 clusters Score -1352228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -1352243.375000 Penalty: 907.548523
	Iteration 37Q: 3 clusters Score -1352243 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -1352252.250000 Penalty: 907.548523
	Iteration 38Q: 3 clusters Score -1352252 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -1352262.250000 Penalty: 907.548523
	Iteration 39Q: 3 clusters Score -1352262 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -1352271.500000 Penalty: 907.548523
	Iteration 40F: 3 clusters Score -1352272 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -1352276.500000 Penalty: 907.548523
	Iteration 41Q: 3 clusters Score -1352276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -1352281.875000 Penalty: 907.548523
	Iteration 42Q: 3 clusters Score -1352282 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -1352286.750000 Penalty: 907.548523
	Iteration 43Q: 3 clusters Score -1352287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -1352291.250000 Penalty: 907.548523
	Iteration 44Q: 3 clusters Score -1352291 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -1352296.250000 Penalty: 907.548523
	Iteration 45Q: 3 clusters Score -1352296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -1352299.375000 Penalty: 907.548523
	Iteration 46Q: 3 clusters Score -1352299 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -1352306.125000 Penalty: 907.548523
	Iteration 47Q: 3 clusters Score -1352306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -1352316.125000 Penalty: 907.548523
	Iteration 48Q: 3 clusters Score -1352316 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -1352321.375000 Penalty: 907.548523
	Iteration 49Q: 3 clusters Score -1352321 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -1352329.750000 Penalty: 907.548523
	Iteration 50Q: 3 clusters Score -1352330 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -1352341.125000 Penalty: 907.548523
	Iteration 51Q: 3 clusters Score -1352341 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -1352352.750000 Penalty: 907.548523
	Iteration 52Q: 3 clusters Score -1352353 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -1352372.750000 Penalty: 907.548523
	Iteration 53Q: 3 clusters Score -1352373 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -1352386.125000 Penalty: 907.548523
	Iteration 54Q: 3 clusters Score -1352386 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -1352398.375000 Penalty: 907.548523
	Iteration 55Q: 3 clusters Score -1352398 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -1352409.625000 Penalty: 907.548523
	Iteration 56Q: 3 clusters Score -1352410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -1352421.625000 Penalty: 907.548523
	Iteration 57Q: 3 clusters Score -1352422 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -1352428.750000 Penalty: 907.548523
	Iteration 58Q: 3 clusters Score -1352429 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -1352443.000000 Penalty: 907.548523
	Iteration 59Q: 3 clusters Score -1352443 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -1352450.500000 Penalty: 907.548523
	Iteration 60F: 3 clusters Score -1352450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -1352460.250000 Penalty: 907.548523
	Iteration 61Q: 3 clusters Score -1352460 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -1352467.500000 Penalty: 907.548523
	Iteration 62Q: 3 clusters Score -1352468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -1352482.750000 Penalty: 907.548523
	Iteration 63Q: 3 clusters Score -1352483 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -1352496.875000 Penalty: 907.548523
	Iteration 64Q: 3 clusters Score -1352497 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -1352514.375000 Penalty: 907.548523
	Iteration 65Q: 3 clusters Score -1352514 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -1352520.375000 Penalty: 907.548523
	Iteration 66Q: 3 clusters Score -1352520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -1352528.125000 Penalty: 907.548523
	Iteration 67Q: 3 clusters Score -1352528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -1352535.125000 Penalty: 907.548523
	Iteration 68Q: 3 clusters Score -1352535 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -1352543.250000 Penalty: 907.548523
	Iteration 69Q: 3 clusters Score -1352543 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -1352545.500000 Penalty: 907.548523
	Iteration 70Q: 3 clusters Score -1352546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -1352554.125000 Penalty: 907.548523
	Iteration 71Q: 3 clusters Score -1352554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -1352561.500000 Penalty: 907.548523
	Iteration 72Q: 3 clusters Score -1352562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -1352568.125000 Penalty: 907.548523
	Iteration 73Q: 3 clusters Score -1352568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -1352575.000000 Penalty: 907.548523
	Iteration 74Q: 3 clusters Score -1352575 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -1352580.375000 Penalty: 907.548523
	Iteration 75Q: 3 clusters Score -1352580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -1352591.000000 Penalty: 907.548523
	Iteration 76Q: 3 clusters Score -1352591 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -1352602.375000 Penalty: 907.548523
	Iteration 77Q: 3 clusters Score -1352602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -1352608.500000 Penalty: 907.548523
	Iteration 78Q: 3 clusters Score -1352608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -1352613.125000 Penalty: 907.548523
	Iteration 79Q: 3 clusters Score -1352613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -1352618.000000 Penalty: 907.548523
	Iteration 80F: 3 clusters Score -1352618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -1352626.750000 Penalty: 907.548523
	Iteration 81Q: 3 clusters Score -1352627 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -1352636.375000 Penalty: 907.548523
	Iteration 82Q: 3 clusters Score -1352636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -1352647.625000 Penalty: 907.548523
	Iteration 83Q: 3 clusters Score -1352648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -1352661.250000 Penalty: 907.548523
	Iteration 84Q: 3 clusters Score -1352661 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -1352677.125000 Penalty: 907.548523
	Iteration 85Q: 3 clusters Score -1352677 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -1352690.750000 Penalty: 907.548523
	Iteration 86Q: 3 clusters Score -1352691 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -1352704.375000 Penalty: 907.548523
	Iteration 87Q: 3 clusters Score -1352704 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -1352716.625000 Penalty: 907.548523
	Iteration 88Q: 3 clusters Score -1352717 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -1352724.875000 Penalty: 907.548523
	Iteration 89Q: 3 clusters Score -1352725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -1352733.125000 Penalty: 907.548523
	Iteration 90Q: 3 clusters Score -1352733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -1352739.375000 Penalty: 907.548523
	Iteration 91Q: 3 clusters Score -1352739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -1352746.875000 Penalty: 907.548523
	Iteration 92Q: 3 clusters Score -1352747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -1352756.250000 Penalty: 907.548523
	Iteration 93Q: 3 clusters Score -1352756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -1352763.375000 Penalty: 907.548523
	Iteration 94Q: 3 clusters Score -1352763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -1352765.250000 Penalty: 907.548523
	Iteration 95Q: 3 clusters Score -1352765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -1352769.875000 Penalty: 907.548523
	Iteration 96Q: 3 clusters Score -1352770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -1352774.125000 Penalty: 907.548523
	Iteration 97Q: 3 clusters Score -1352774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -1352779.250000 Penalty: 907.548523
	Iteration 98Q: 3 clusters Score -1352779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -1352784.500000 Penalty: 907.548523
	Iteration 99Q: 3 clusters Score -1352784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -1352788.250000 Penalty: 907.548523
	Iteration 100F: 3 clusters Score -1352788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -1352790.250000 Penalty: 907.548523
	Iteration 101Q: 3 clusters Score -1352790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -1352794.375000 Penalty: 907.548523
	Iteration 102Q: 3 clusters Score -1352794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -1352799.750000 Penalty: 907.548523
	Iteration 103Q: 3 clusters Score -1352800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -1352800.750000 Penalty: 907.548523
	Iteration 104Q: 3 clusters Score -1352801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -1352803.750000 Penalty: 907.548523
	Iteration 105Q: 3 clusters Score -1352804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -1352807.500000 Penalty: 907.548523
	Iteration 106Q: 3 clusters Score -1352808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -1352808.750000 Penalty: 907.548523
	Iteration 107Q: 3 clusters Score -1352809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -1352808.500000 Penalty: 907.548523
	Iteration 108Q: 3 clusters Score -1352808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -1352811.875000 Penalty: 907.548523
	Iteration 109Q: 3 clusters Score -1352812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -1352811.625000 Penalty: 907.548523
	Iteration 110Q: 3 clusters Score -1352812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -1352814.625000 Penalty: 907.548523
	Iteration 111Q: 3 clusters Score -1352815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -1352816.625000 Penalty: 907.548523
	Iteration 112Q: 3 clusters Score -1352817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -1352817.500000 Penalty: 907.548523
	Iteration 113Q: 3 clusters Score -1352818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -1352818.000000 Penalty: 907.548523
	Iteration 114Q: 3 clusters Score -1352818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -1352819.625000 Penalty: 907.548523
	Iteration 115Q: 3 clusters Score -1352820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -1352819.375000 Penalty: 907.548523
	Iteration 116Q: 3 clusters Score -1352819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -1352819.375000 Penalty: 907.548523
	Iteration 117F: 3 clusters Score -1352819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Entering Unmasked Estep 
Score: -195521.250000 Penalty: 362.226471
	Iteration 0F: 2 clusters Score -195521.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -193528.359375 Penalty: 724.452942
	Iteration 0F: 3 clusters Score -193528.4 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -194279.171875 Penalty: 724.452942
	Iteration 1F: 3 clusters Score -194279.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -194450.390625 Penalty: 724.452942
	Iteration 2F: 3 clusters Score -194450.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -194617.156250 Penalty: 724.452942
	Iteration 3F: 3 clusters Score -194617.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -194791.125000 Penalty: 724.452942
	Iteration 4F: 3 clusters Score -194791.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -194936.156250 Penalty: 724.452942
	Iteration 5F: 3 clusters Score -194936.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -195061.000000 Penalty: 724.452942
	Iteration 6Q: 3 clusters Score -195061 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -195127.531250 Penalty: 724.452942
	Iteration 7Q: 3 clusters Score -195127.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -195164.812500 Penalty: 724.452942
	Iteration 8Q: 3 clusters Score -195164.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -195174.593750 Penalty: 724.452942
	Iteration 9Q: 3 clusters Score -195174.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -195180.796875 Penalty: 724.452942
	Iteration 10Q: 3 clusters Score -195180.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -195182.187500 Penalty: 724.452942
	Iteration 11Q: 3 clusters Score -195182.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -195186.156250 Penalty: 724.452942
	Iteration 12Q: 3 clusters Score -195186.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -195186.156250 Penalty: 724.452942
	Iteration 13F: 3 clusters Score -195186.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Entering Unmasked Estep 
Score: -107978.851562 Penalty: 338.312439
	Iteration 0F: 2 clusters Score -107978.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -106742.085938 Penalty: 676.624878
	Iteration 0F: 3 clusters Score -106742.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -107140.460938 Penalty: 676.624878
	Iteration 1F: 3 clusters Score -107140.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -107186.226562 Penalty: 676.624878
	Iteration 2F: 3 clusters Score -107186.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -107239.015625 Penalty: 676.624878
	Iteration 3Q: 3 clusters Score -107239 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -107327.281250 Penalty: 676.624878
	Iteration 4F: 3 clusters Score -107327.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -107406.054688 Penalty: 676.624878
	Iteration 5F: 3 clusters Score -107406.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -107485.132812 Penalty: 676.624878
	Iteration 6F: 3 clusters Score -107485.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -107554.523438 Penalty: 676.624878
	Iteration 7Q: 3 clusters Score -107554.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -107615.031250 Penalty: 676.624878
	Iteration 8Q: 3 clusters Score -107615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -107644.210938 Penalty: 676.624878
	Iteration 9Q: 3 clusters Score -107644.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -107666.031250 Penalty: 676.624878
	Iteration 10Q: 3 clusters Score -107666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -107691.242188 Penalty: 676.624878
	Iteration 11Q: 3 clusters Score -107691.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -107704.101562 Penalty: 676.624878
	Iteration 12Q: 3 clusters Score -107704.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -107712.195312 Penalty: 676.624878
	Iteration 13Q: 3 clusters Score -107712.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -107718.304688 Penalty: 676.624878
	Iteration 14Q: 3 clusters Score -107718.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -107723.539062 Penalty: 676.624878
	Iteration 15Q: 3 clusters Score -107723.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -107728.882812 Penalty: 676.624878
	Iteration 16Q: 3 clusters Score -107728.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -107730.734375 Penalty: 676.624878
	Iteration 17Q: 3 clusters Score -107730.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -107731.429688 Penalty: 676.624878
	Iteration 18Q: 3 clusters Score -107731.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -107731.429688 Penalty: 676.624878
	Iteration 19F: 3 clusters Score -107731.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Entering Unmasked Estep 
Score: -168358.937500 Penalty: 358.679657
	Iteration 0F: 2 clusters Score -168358.9 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 1294 members 
Entering Unmasked Estep 
Score: -166502.390625 Penalty: 717.359314
	Iteration 0F: 3 clusters Score -166502.4 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -167256.421875 Penalty: 717.359314
	Iteration 1F: 3 clusters Score -167256.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -167525.421875 Penalty: 717.359314
	Iteration 2F: 3 clusters Score -167525.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -167749.546875 Penalty: 717.359314
	Iteration 3F: 3 clusters Score -167749.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -167941.062500 Penalty: 717.359314
	Iteration 4F: 3 clusters Score -167941.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -168109.421875 Penalty: 717.359314
	Iteration 5F: 3 clusters Score -168109.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -168208.265625 Penalty: 717.359314
	Iteration 6F: 3 clusters Score -168208.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -168259.765625 Penalty: 717.359314
	Iteration 7Q: 3 clusters Score -168259.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -168278.500000 Penalty: 717.359314
	Iteration 8Q: 3 clusters Score -168278.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -168294.187500 Penalty: 717.359314
	Iteration 9Q: 3 clusters Score -168294.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -168305.906250 Penalty: 717.359314
	Iteration 10Q: 3 clusters Score -168305.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -168315.937500 Penalty: 717.359314
	Iteration 11Q: 3 clusters Score -168315.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -168320.765625 Penalty: 717.359314
	Iteration 12Q: 3 clusters Score -168320.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -168323.875000 Penalty: 717.359314
	Iteration 13Q: 3 clusters Score -168323.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -168324.515625 Penalty: 717.359314
	Iteration 14Q: 3 clusters Score -168324.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -168324.937500 Penalty: 717.359314
	Iteration 15Q: 3 clusters Score -168324.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -168325.046875 Penalty: 717.359314
	Iteration 16Q: 3 clusters Score -168325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -168325.375000 Penalty: 717.359314
	Iteration 17Q: 3 clusters Score -168325.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -168325.781250 Penalty: 717.359314
	Iteration 18Q: 3 clusters Score -168325.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -168326.031250 Penalty: 717.359314
	Iteration 19Q: 3 clusters Score -168326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -168326.031250 Penalty: 717.359314
	Iteration 20F: 3 clusters Score -168326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -13538.656250 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -13538.66 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 132 members 
Entering Unmasked Estep 
Score: -13182.849609 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -13182.85 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13241.166992 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -13241.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13284.768555 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -13284.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13320.753906 Penalty: 506.719360
	Iteration 3F: 3 clusters Score -13320.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13351.692383 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -13351.69 nChanged 16
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: -13380.375000 Penalty: 506.719360
	Iteration 5F: 3 clusters Score -13380.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13392.321289 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -13392.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13399.579102 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -13399.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13409.155273 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -13409.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13428.502930 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -13428.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13434.888672 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -13434.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13440.937500 Penalty: 506.719360
	Iteration 11Q: 3 clusters Score -13440.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13450.652344 Penalty: 506.719360
	Iteration 12Q: 3 clusters Score -13450.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13482.729492 Penalty: 506.719360
	Iteration 13Q: 3 clusters Score -13482.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13508.113281 Penalty: 506.719360
	Iteration 14Q: 3 clusters Score -13508.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13518.964844 Penalty: 506.719360
	Iteration 15Q: 3 clusters Score -13518.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13520.092773 Penalty: 506.719360
	Iteration 16Q: 3 clusters Score -13520.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13521.013672 Penalty: 506.719360
	Iteration 17Q: 3 clusters Score -13521.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13521.013672 Penalty: 506.719360
	Iteration 18F: 3 clusters Score -13521.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Entering Unmasked Estep 
Score: -2918557.250000 Penalty: 490.789093
	Iteration 0F: 2 clusters Score -2918557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -2886182.000000 Penalty: 981.578186
	Iteration 0F: 3 clusters Score -2886182 nChanged 23281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -2900468.250000 Penalty: 981.578186
	Iteration 1F: 3 clusters Score -2900468 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -2901437.000000 Penalty: 981.578186
	Iteration 2Q: 3 clusters Score -2901437 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -2902959.500000 Penalty: 981.578186
	Iteration 3F: 3 clusters Score -2902960 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -2905241.000000 Penalty: 981.578186
	Iteration 4F: 3 clusters Score -2905241 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -2907620.500000 Penalty: 981.578186
	Iteration 5F: 3 clusters Score -2907620 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -2908946.000000 Penalty: 981.578186
	Iteration 6F: 3 clusters Score -2908946 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -2909334.000000 Penalty: 981.578186
	Iteration 7Q: 3 clusters Score -2909334 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -2909406.250000 Penalty: 981.578186
	Iteration 8Q: 3 clusters Score -2909406 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -2909435.250000 Penalty: 981.578186
	Iteration 9Q: 3 clusters Score -2909435 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -2909446.500000 Penalty: 981.578186
	Iteration 10Q: 3 clusters Score -2909446 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -2909459.750000 Penalty: 981.578186
	Iteration 11Q: 3 clusters Score -2909460 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -2909478.750000 Penalty: 981.578186
	Iteration 12Q: 3 clusters Score -2909479 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -2909480.500000 Penalty: 981.578186
	Iteration 13Q: 3 clusters Score -2909480 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -2909504.750000 Penalty: 981.578186
	Iteration 14Q: 3 clusters Score -2909505 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -2909503.250000 Penalty: 981.578186
	Iteration 15Q: 3 clusters Score -2909503 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -2909523.250000 Penalty: 981.578186
	Iteration 16Q: 3 clusters Score -2909523 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -2909539.750000 Penalty: 981.578186
	Iteration 17Q: 3 clusters Score -2909540 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -2909543.500000 Penalty: 981.578186
	Iteration 18Q: 3 clusters Score -2909544 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -2909579.000000 Penalty: 981.578186
	Iteration 19Q: 3 clusters Score -2909579 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -2909601.250000 Penalty: 981.578186
	Iteration 20F: 3 clusters Score -2909601 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -2909615.500000 Penalty: 981.578186
	Iteration 21Q: 3 clusters Score -2909616 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -2909641.500000 Penalty: 981.578186
	Iteration 22Q: 3 clusters Score -2909642 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -2909651.250000 Penalty: 981.578186
	Iteration 23Q: 3 clusters Score -2909651 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -2909668.250000 Penalty: 981.578186
	Iteration 24Q: 3 clusters Score -2909668 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -2909688.750000 Penalty: 981.578186
	Iteration 25Q: 3 clusters Score -2909689 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -2909716.750000 Penalty: 981.578186
	Iteration 26Q: 3 clusters Score -2909717 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -2909741.250000 Penalty: 981.578186
	Iteration 27Q: 3 clusters Score -2909741 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -2909778.500000 Penalty: 981.578186
	Iteration 28Q: 3 clusters Score -2909778 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -2909811.500000 Penalty: 981.578186
	Iteration 29Q: 3 clusters Score -2909812 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -2909848.250000 Penalty: 981.578186
	Iteration 30Q: 3 clusters Score -2909848 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -2909881.750000 Penalty: 981.578186
	Iteration 31Q: 3 clusters Score -2909882 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -2909903.000000 Penalty: 981.578186
	Iteration 32Q: 3 clusters Score -2909903 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -2909919.750000 Penalty: 981.578186
	Iteration 33Q: 3 clusters Score -2909920 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -2909971.000000 Penalty: 981.578186
	Iteration 34Q: 3 clusters Score -2909971 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -2910027.750000 Penalty: 981.578186
	Iteration 35Q: 3 clusters Score -2910028 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -2910057.250000 Penalty: 981.578186
	Iteration 36Q: 3 clusters Score -2910057 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -2910095.500000 Penalty: 981.578186
	Iteration 37Q: 3 clusters Score -2910096 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -2910132.250000 Penalty: 981.578186
	Iteration 38Q: 3 clusters Score -2910132 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -2910172.500000 Penalty: 981.578186
	Iteration 39Q: 3 clusters Score -2910172 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -2910201.250000 Penalty: 981.578186
	Iteration 40F: 3 clusters Score -2910201 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -2910262.000000 Penalty: 981.578186
	Iteration 41Q: 3 clusters Score -2910262 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -2910314.250000 Penalty: 981.578186
	Iteration 42Q: 3 clusters Score -2910314 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2910368 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -2910420.750000 Penalty: 981.578186
	Iteration 44Q: 3 clusters Score -2910421 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -2910492.750000 Penalty: 981.578186
	Iteration 45Q: 3 clusters Score -2910493 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -2910543.000000 Penalty: 981.578186
	Iteration 46Q: 3 clusters Score -2910543 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2910588 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -2910651.500000 Penalty: 981.578186
	Iteration 48Q: 3 clusters Score -2910652 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -2910733.250000 Penalty: 981.578186
	Iteration 49Q: 3 clusters Score -2910733 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -2910835.000000 Penalty: 981.578186
	Iteration 50Q: 3 clusters Score -2910835 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -2910925.500000 Penalty: 981.578186
	Iteration 51Q: 3 clusters Score -2910926 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -2911022.000000 Penalty: 981.578186
	Iteration 52Q: 3 clusters Score -2911022 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -2911109.500000 Penalty: 981.578186
	Iteration 53Q: 3 clusters Score -2911110 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -2911202.250000 Penalty: 981.578186
	Iteration 54Q: 3 clusters Score -2911202 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -2911299.000000 Penalty: 981.578186
	Iteration 55Q: 3 clusters Score -2911299 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -2911401.000000 Penalty: 981.578186
	Iteration 56Q: 3 clusters Score -2911401 nChanged 473
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2911472 nChanged 465
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -2911549.750000 Penalty: 981.578186
	Iteration 58Q: 3 clusters Score -2911550 nChanged 493
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2911651 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -2911753.500000 Penalty: 981.578186
	Iteration 60F: 3 clusters Score -2911754 nChanged 427
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -2911834.250000 Penalty: 981.578186
	Iteration 61Q: 3 clusters Score -2911834 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -2911924.000000 Penalty: 981.578186
	Iteration 62Q: 3 clusters Score -2911924 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -2911996.500000 Penalty: 981.578186
	Iteration 63Q: 3 clusters Score -2911996 nChanged 426
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -2912078.750000 Penalty: 981.578186
	Iteration 64Q: 3 clusters Score -2912079 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -2912162.500000 Penalty: 981.578186
	Iteration 65Q: 3 clusters Score -2912162 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -2912235.250000 Penalty: 981.578186
	Iteration 66Q: 3 clusters Score -2912235 nChanged 412
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2912296 nChanged 402
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2912382 nChanged 416
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -2912463.500000 Penalty: 981.578186
	Iteration 69Q: 3 clusters Score -2912464 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -2912546.000000 Penalty: 981.578186
	Iteration 70Q: 3 clusters Score -2912546 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -2912611.000000 Penalty: 981.578186
	Iteration 71Q: 3 clusters Score -2912611 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2912674 nChanged 421
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2912756 nChanged 438
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Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2912874 nChanged 453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2912967 nChanged 439
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Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -2913081.000000 Penalty: 981.578186
	Iteration 76Q: 3 clusters Score -2913081 nChanged 442
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2913174 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2913304 nChanged 498
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Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -2913464.750000 Penalty: 981.578186
	Iteration 79Q: 3 clusters Score -2913465 nChanged 549
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -2913686.250000 Penalty: 981.578186
	Iteration 80F: 3 clusters Score -2913686 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2913904 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2914150 nChanged 574
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2914371 nChanged 490
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Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2914534 nChanged 444
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2914666 nChanged 371
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Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2914764 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -2914848.000000 Penalty: 981.578186
	Iteration 87Q: 3 clusters Score -2914848 nChanged 306
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Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -2914918.000000 Penalty: 981.578186
	Iteration 88Q: 3 clusters Score -2914918 nChanged 293
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2914980 nChanged 295
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Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -2915060.250000 Penalty: 981.578186
	Iteration 90Q: 3 clusters Score -2915060 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -2915117.750000 Penalty: 981.578186
	Iteration 91Q: 3 clusters Score -2915118 nChanged 284
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Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -2915182.000000 Penalty: 981.578186
	Iteration 92Q: 3 clusters Score -2915182 nChanged 289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -2915231.000000 Penalty: 981.578186
	Iteration 93Q: 3 clusters Score -2915231 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -2915312.000000 Penalty: 981.578186
	Iteration 94Q: 3 clusters Score -2915312 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -2915371.500000 Penalty: 981.578186
	Iteration 95Q: 3 clusters Score -2915372 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -2915446.250000 Penalty: 981.578186
	Iteration 96Q: 3 clusters Score -2915446 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -2915508.750000 Penalty: 981.578186
	Iteration 97Q: 3 clusters Score -2915509 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -2915574.000000 Penalty: 981.578186
	Iteration 98Q: 3 clusters Score -2915574 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -2915631.000000 Penalty: 981.578186
	Iteration 99Q: 3 clusters Score -2915631 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -2915674.750000 Penalty: 981.578186
	Iteration 100F: 3 clusters Score -2915675 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -2915732.500000 Penalty: 981.578186
	Iteration 101Q: 3 clusters Score -2915732 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -2915790.500000 Penalty: 981.578186
	Iteration 102Q: 3 clusters Score -2915790 nChanged 230
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Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -2915840.750000 Penalty: 981.578186
	Iteration 103Q: 3 clusters Score -2915841 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -2915912.000000 Penalty: 981.578186
	Iteration 104Q: 3 clusters Score -2915912 nChanged 247
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Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -2915974.000000 Penalty: 981.578186
	Iteration 105Q: 3 clusters Score -2915974 nChanged 284
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Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -2916064.000000 Penalty: 981.578186
	Iteration 106Q: 3 clusters Score -2916064 nChanged 297
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Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -2916160.000000 Penalty: 981.578186
	Iteration 107Q: 3 clusters Score -2916160 nChanged 285
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Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -2916263.750000 Penalty: 981.578186
	Iteration 108Q: 3 clusters Score -2916264 nChanged 329
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Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -2916404.500000 Penalty: 981.578186
	Iteration 109Q: 3 clusters Score -2916404 nChanged 356
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Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -2916518.500000 Penalty: 981.578186
	Iteration 110Q: 3 clusters Score -2916518 nChanged 373
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Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -2916676.500000 Penalty: 981.578186
	Iteration 111Q: 3 clusters Score -2916676 nChanged 412
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Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -2916856.750000 Penalty: 981.578186
	Iteration 112Q: 3 clusters Score -2916857 nChanged 377
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Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -2917019.000000 Penalty: 981.578186
	Iteration 113Q: 3 clusters Score -2917019 nChanged 377
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -2917179.250000 Penalty: 981.578186
	Iteration 114Q: 3 clusters Score -2917179 nChanged 368
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -2917340.000000 Penalty: 981.578186
	Iteration 115Q: 3 clusters Score -2917340 nChanged 352
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Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -2917480.250000 Penalty: 981.578186
	Iteration 116Q: 3 clusters Score -2917480 nChanged 306
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Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -2917600.000000 Penalty: 981.578186
	Iteration 117Q: 3 clusters Score -2917600 nChanged 277
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -2917722.500000 Penalty: 981.578186
	Iteration 118Q: 3 clusters Score -2917722 nChanged 247
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -2917815.000000 Penalty: 981.578186
	Iteration 119Q: 3 clusters Score -2917815 nChanged 207
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -2917886.250000 Penalty: 981.578186
	Iteration 120F: 3 clusters Score -2917886 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -2917933.000000 Penalty: 981.578186
	Iteration 121Q: 3 clusters Score -2917933 nChanged 124
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Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -2917977.000000 Penalty: 981.578186
	Iteration 122Q: 3 clusters Score -2917977 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -2917992.750000 Penalty: 981.578186
	Iteration 123Q: 3 clusters Score -2917993 nChanged 87
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Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2918019 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -2918035.750000 Penalty: 981.578186
	Iteration 125Q: 3 clusters Score -2918036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -2918041.750000 Penalty: 981.578186
	Iteration 126Q: 3 clusters Score -2918042 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -2918053.000000 Penalty: 981.578186
	Iteration 127Q: 3 clusters Score -2918053 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -2918057.500000 Penalty: 981.578186
	Iteration 128Q: 3 clusters Score -2918058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -2918076.000000 Penalty: 981.578186
	Iteration 129Q: 3 clusters Score -2918076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -2918086.500000 Penalty: 981.578186
	Iteration 130Q: 3 clusters Score -2918086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -2918095.750000 Penalty: 981.578186
	Iteration 131Q: 3 clusters Score -2918096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -2918106.500000 Penalty: 981.578186
	Iteration 132Q: 3 clusters Score -2918106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -2918108.750000 Penalty: 981.578186
	Iteration 133Q: 3 clusters Score -2918109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -2918108.750000 Penalty: 981.578186
	Iteration 134Q: 3 clusters Score -2918109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -2918110.500000 Penalty: 981.578186
	Iteration 135Q: 3 clusters Score -2918110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -2918116.250000 Penalty: 981.578186
	Iteration 136Q: 3 clusters Score -2918116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -2918117.000000 Penalty: 981.578186
	Iteration 137Q: 3 clusters Score -2918117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -2918117.500000 Penalty: 981.578186
	Iteration 138Q: 3 clusters Score -2918118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -2918120.250000 Penalty: 981.578186
	Iteration 139Q: 3 clusters Score -2918120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -2918127.250000 Penalty: 981.578186
	Iteration 140F: 3 clusters Score -2918127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -2918126.500000 Penalty: 981.578186
	Iteration 141Q: 3 clusters Score -2918126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -2918130.000000 Penalty: 981.578186
	Iteration 142Q: 3 clusters Score -2918130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -2918137.000000 Penalty: 981.578186
	Iteration 143Q: 3 clusters Score -2918137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -2918131.750000 Penalty: 981.578186
	Iteration 144Q: 3 clusters Score -2918132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -2918139.500000 Penalty: 981.578186
	Iteration 145Q: 3 clusters Score -2918140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -2918139.750000 Penalty: 981.578186
	Iteration 146Q: 3 clusters Score -2918140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -2918143.750000 Penalty: 981.578186
	Iteration 147Q: 3 clusters Score -2918144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -2918149.750000 Penalty: 981.578186
	Iteration 148Q: 3 clusters Score -2918150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -2918149.250000 Penalty: 981.578186
	Iteration 149Q: 3 clusters Score -2918149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -2918152.750000 Penalty: 981.578186
	Iteration 150Q: 3 clusters Score -2918153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -2918153.000000 Penalty: 981.578186
	Iteration 151Q: 3 clusters Score -2918153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -2918158.500000 Penalty: 981.578186
	Iteration 152Q: 3 clusters Score -2918158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -2918154.000000 Penalty: 981.578186
	Iteration 153Q: 3 clusters Score -2918154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -2918155.500000 Penalty: 981.578186
	Iteration 154Q: 3 clusters Score -2918156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -2918157.000000 Penalty: 981.578186
	Iteration 155Q: 3 clusters Score -2918157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -2918154.250000 Penalty: 981.578186
	Iteration 156Q: 3 clusters Score -2918154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -2918156.000000 Penalty: 981.578186
	Iteration 157Q: 3 clusters Score -2918156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -2918156.000000 Penalty: 981.578186
	Iteration 158Q: 3 clusters Score -2918156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -2918158.750000 Penalty: 981.578186
	Iteration 159Q: 3 clusters Score -2918159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -2918161.500000 Penalty: 981.578186
	Iteration 160F: 3 clusters Score -2918162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -2918159.750000 Penalty: 981.578186
	Iteration 161Q: 3 clusters Score -2918160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -2918160.500000 Penalty: 981.578186
	Iteration 162Q: 3 clusters Score -2918160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -2918159.500000 Penalty: 981.578186
	Iteration 163Q: 3 clusters Score -2918160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -2918159.000000 Penalty: 981.578186
	Iteration 164Q: 3 clusters Score -2918159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -2918160.000000 Penalty: 981.578186
	Iteration 165Q: 3 clusters Score -2918160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -2918165.000000 Penalty: 981.578186
	Iteration 166Q: 3 clusters Score -2918165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -2918161.250000 Penalty: 981.578186
	Iteration 167Q: 3 clusters Score -2918161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -2918165.750000 Penalty: 981.578186
	Iteration 168Q: 3 clusters Score -2918166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -2918166.000000 Penalty: 981.578186
	Iteration 169Q: 3 clusters Score -2918166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -2918168.750000 Penalty: 981.578186
	Iteration 170Q: 3 clusters Score -2918169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -2918172.000000 Penalty: 981.578186
	Iteration 171Q: 3 clusters Score -2918172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -2918173.750000 Penalty: 981.578186
	Iteration 172Q: 3 clusters Score -2918174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -2918175.250000 Penalty: 981.578186
	Iteration 173Q: 3 clusters Score -2918175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -2918176.000000 Penalty: 981.578186
	Iteration 174Q: 3 clusters Score -2918176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -2918177.750000 Penalty: 981.578186
	Iteration 175Q: 3 clusters Score -2918178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -2918176.000000 Penalty: 981.578186
	Iteration 176Q: 3 clusters Score -2918176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -2918178.000000 Penalty: 981.578186
	Iteration 177Q: 3 clusters Score -2918178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -2918178.000000 Penalty: 981.578186
	Iteration 178F: 3 clusters Score -2918178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -42033.933594 Penalty: 302.705261
	Iteration 0F: 2 clusters Score -42033.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -41436.679688 Penalty: 605.410522
	Iteration 0F: 3 clusters Score -41436.68 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -41634.433594 Penalty: 605.410522
	Iteration 1F: 3 clusters Score -41634.43 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -41670.503906 Penalty: 605.410522
	Iteration 2F: 3 clusters Score -41670.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41698.992188 Penalty: 605.410522
	Iteration 3Q: 3 clusters Score -41698.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41718.960938 Penalty: 605.410522
	Iteration 4Q: 3 clusters Score -41718.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41732.640625 Penalty: 605.410522
	Iteration 5Q: 3 clusters Score -41732.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41741.886719 Penalty: 605.410522
	Iteration 6Q: 3 clusters Score -41741.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41754.187500 Penalty: 605.410522
	Iteration 7Q: 3 clusters Score -41754.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41764.875000 Penalty: 605.410522
	Iteration 8Q: 3 clusters Score -41764.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41768.035156 Penalty: 605.410522
	Iteration 9Q: 3 clusters Score -41768.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41772.562500 Penalty: 605.410522
	Iteration 10Q: 3 clusters Score -41772.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41776.484375 Penalty: 605.410522
	Iteration 11Q: 3 clusters Score -41776.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41778.656250 Penalty: 605.410522
	Iteration 12Q: 3 clusters Score -41778.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41779.253906 Penalty: 605.410522
	Iteration 13Q: 3 clusters Score -41779.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41779.507812 Penalty: 605.410522
	Iteration 14Q: 3 clusters Score -41779.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41779.675781 Penalty: 605.410522
	Iteration 15Q: 3 clusters Score -41779.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41779.675781 Penalty: 605.410522
	Iteration 16F: 3 clusters Score -41779.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Entering Unmasked Estep 
Score: -79866.765625 Penalty: 326.935120
	Iteration 0F: 2 clusters Score -79866.77 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 651 members 
Entering Unmasked Estep 
Score: -78851.156250 Penalty: 653.870239
	Iteration 0F: 3 clusters Score -78851.16 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -79137.734375 Penalty: 653.870239
	Iteration 1F: 3 clusters Score -79137.73 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -79188.546875 Penalty: 653.870239
	Iteration 2F: 3 clusters Score -79188.55 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -79243.226562 Penalty: 653.870239
	Iteration 3F: 3 clusters Score -79243.23 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -79290.390625 Penalty: 653.870239
	Iteration 4Q: 3 clusters Score -79290.39 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -79332.523438 Penalty: 653.870239
	Iteration 5F: 3 clusters Score -79332.52 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -79380.515625 Penalty: 653.870239
	Iteration 6Q: 3 clusters Score -79380.52 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79430.054688 Penalty: 653.870239
	Iteration 7Q: 3 clusters Score -79430.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -79460.304688 Penalty: 653.870239
	Iteration 8Q: 3 clusters Score -79460.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -79477.445312 Penalty: 653.870239
	Iteration 9Q: 3 clusters Score -79477.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -79487.304688 Penalty: 653.870239
	Iteration 10Q: 3 clusters Score -79487.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -79492.859375 Penalty: 653.870239
	Iteration 11Q: 3 clusters Score -79492.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -79495.625000 Penalty: 653.870239
	Iteration 12Q: 3 clusters Score -79495.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -79497.273438 Penalty: 653.870239
	Iteration 13Q: 3 clusters Score -79497.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -79499.554688 Penalty: 653.870239
	Iteration 14Q: 3 clusters Score -79499.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -79502.476562 Penalty: 653.870239
	Iteration 15Q: 3 clusters Score -79502.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -79505.960938 Penalty: 653.870239
	Iteration 16Q: 3 clusters Score -79505.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79511.234375 Penalty: 653.870239
	Iteration 17Q: 3 clusters Score -79511.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -79515.382812 Penalty: 653.870239
	Iteration 18Q: 3 clusters Score -79515.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79524.437500 Penalty: 653.870239
	Iteration 19Q: 3 clusters Score -79524.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79531.148438 Penalty: 653.870239
	Iteration 20F: 3 clusters Score -79531.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79533.390625 Penalty: 653.870239
	Iteration 21Q: 3 clusters Score -79533.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79534.539062 Penalty: 653.870239
	Iteration 22Q: 3 clusters Score -79534.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -79534.851562 Penalty: 653.870239
	Iteration 23Q: 3 clusters Score -79534.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -79535.039062 Penalty: 653.870239
	Iteration 24Q: 3 clusters Score -79535.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -79535.843750 Penalty: 653.870239
	Iteration 25Q: 3 clusters Score -79535.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -79536.125000 Penalty: 653.870239
	Iteration 26Q: 3 clusters Score -79536.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -79536.351562 Penalty: 653.870239
	Iteration 27Q: 3 clusters Score -79536.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -79536.351562 Penalty: 653.870239
	Iteration 28F: 3 clusters Score -79536.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Entering Unmasked Estep 
Score: -1169302.875000 Penalty: 447.752197
	Iteration 0F: 2 clusters Score -1169303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1156805.250000 Penalty: 895.504395
	Iteration 0F: 3 clusters Score -1156805 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1162020.125000 Penalty: 895.504395
	Iteration 1F: 3 clusters Score -1162020 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1162527.750000 Penalty: 895.504395
	Iteration 2F: 3 clusters Score -1162528 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1163099.375000 Penalty: 895.504395
	Iteration 3F: 3 clusters Score -1163099 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1163691.750000 Penalty: 895.504395
	Iteration 4F: 3 clusters Score -1163692 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1164338.000000 Penalty: 895.504395
	Iteration 5F: 3 clusters Score -1164338 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1164972.875000 Penalty: 895.504395
	Iteration 6F: 3 clusters Score -1164973 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1165547.625000 Penalty: 895.504395
	Iteration 7Q: 3 clusters Score -1165548 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1166126.750000 Penalty: 895.504395
	Iteration 8Q: 3 clusters Score -1166127 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1166603.125000 Penalty: 895.504395
	Iteration 9Q: 3 clusters Score -1166603 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1166947.250000 Penalty: 895.504395
	Iteration 10Q: 3 clusters Score -1166947 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1167224.125000 Penalty: 895.504395
	Iteration 11Q: 3 clusters Score -1167224 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1167456.875000 Penalty: 895.504395
	Iteration 12Q: 3 clusters Score -1167457 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1167658.500000 Penalty: 895.504395
	Iteration 13Q: 3 clusters Score -1167658 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1167853.125000 Penalty: 895.504395
	Iteration 14Q: 3 clusters Score -1167853 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1168040.625000 Penalty: 895.504395
	Iteration 15Q: 3 clusters Score -1168041 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1168212.500000 Penalty: 895.504395
	Iteration 16Q: 3 clusters Score -1168212 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1168339.375000 Penalty: 895.504395
	Iteration 17Q: 3 clusters Score -1168339 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1168460.250000 Penalty: 895.504395
	Iteration 18Q: 3 clusters Score -1168460 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1168540.125000 Penalty: 895.504395
	Iteration 19Q: 3 clusters Score -1168540 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1168612.000000 Penalty: 895.504395
	Iteration 20F: 3 clusters Score -1168612 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1168669.000000 Penalty: 895.504395
	Iteration 21Q: 3 clusters Score -1168669 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1168720.625000 Penalty: 895.504395
	Iteration 22Q: 3 clusters Score -1168721 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1168773.250000 Penalty: 895.504395
	Iteration 23Q: 3 clusters Score -1168773 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1168823.125000 Penalty: 895.504395
	Iteration 24Q: 3 clusters Score -1168823 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1168860.250000 Penalty: 895.504395
	Iteration 25Q: 3 clusters Score -1168860 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1168884.250000 Penalty: 895.504395
	Iteration 26Q: 3 clusters Score -1168884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1168895.375000 Penalty: 895.504395
	Iteration 27Q: 3 clusters Score -1168895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1168906.500000 Penalty: 895.504395
	Iteration 28Q: 3 clusters Score -1168906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1168909.750000 Penalty: 895.504395
	Iteration 29Q: 3 clusters Score -1168910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1168912.000000 Penalty: 895.504395
	Iteration 30Q: 3 clusters Score -1168912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1168912.875000 Penalty: 895.504395
	Iteration 31Q: 3 clusters Score -1168913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1168914.000000 Penalty: 895.504395
	Iteration 32Q: 3 clusters Score -1168914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1168916.750000 Penalty: 895.504395
	Iteration 33Q: 3 clusters Score -1168917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1168920.500000 Penalty: 895.504395
	Iteration 34Q: 3 clusters Score -1168920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1168924.000000 Penalty: 895.504395
	Iteration 35Q: 3 clusters Score -1168924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1168928.875000 Penalty: 895.504395
	Iteration 36Q: 3 clusters Score -1168929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1168939.125000 Penalty: 895.504395
	Iteration 37Q: 3 clusters Score -1168939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1168941.375000 Penalty: 895.504395
	Iteration 38Q: 3 clusters Score -1168941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1168946.375000 Penalty: 895.504395
	Iteration 39Q: 3 clusters Score -1168946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1168948.125000 Penalty: 895.504395
	Iteration 40F: 3 clusters Score -1168948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1168949.875000 Penalty: 895.504395
	Iteration 41Q: 3 clusters Score -1168950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1168949.875000 Penalty: 895.504395
	Iteration 42F: 3 clusters Score -1168950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -45923.726562 Penalty: 304.206696
	Iteration 0F: 2 clusters Score -45923.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -45238.906250 Penalty: 608.413391
	Iteration 0F: 3 clusters Score -45238.91 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -45432.859375 Penalty: 608.413391
	Iteration 1F: 3 clusters Score -45432.86 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -45471.492188 Penalty: 608.413391
	Iteration 2F: 3 clusters Score -45471.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -45494.984375 Penalty: 608.413391
	Iteration 3Q: 3 clusters Score -45494.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -45515.351562 Penalty: 608.413391
	Iteration 4Q: 3 clusters Score -45515.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -45534.648438 Penalty: 608.413391
	Iteration 5Q: 3 clusters Score -45534.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -45545.453125 Penalty: 608.413391
	Iteration 6Q: 3 clusters Score -45545.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -45562.363281 Penalty: 608.413391
	Iteration 7Q: 3 clusters Score -45562.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -45575.308594 Penalty: 608.413391
	Iteration 8Q: 3 clusters Score -45575.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -45580.375000 Penalty: 608.413391
	Iteration 9Q: 3 clusters Score -45580.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -45588.949219 Penalty: 608.413391
	Iteration 10Q: 3 clusters Score -45588.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -45597.925781 Penalty: 608.413391
	Iteration 11Q: 3 clusters Score -45597.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -45604.105469 Penalty: 608.413391
	Iteration 12Q: 3 clusters Score -45604.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -45608.628906 Penalty: 608.413391
	Iteration 13Q: 3 clusters Score -45608.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -45614.050781 Penalty: 608.413391
	Iteration 14Q: 3 clusters Score -45614.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -45616.839844 Penalty: 608.413391
	Iteration 15Q: 3 clusters Score -45616.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -45620.937500 Penalty: 608.413391
	Iteration 16Q: 3 clusters Score -45620.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -45625.960938 Penalty: 608.413391
	Iteration 17Q: 3 clusters Score -45625.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -45630.152344 Penalty: 608.413391
	Iteration 18Q: 3 clusters Score -45630.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -45634.851562 Penalty: 608.413391
	Iteration 19Q: 3 clusters Score -45634.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -45637.695312 Penalty: 608.413391
	Iteration 20F: 3 clusters Score -45637.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -45642.613281 Penalty: 608.413391
	Iteration 21Q: 3 clusters Score -45642.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -45644.921875 Penalty: 608.413391
	Iteration 22Q: 3 clusters Score -45644.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -45647.804688 Penalty: 608.413391
	Iteration 23Q: 3 clusters Score -45647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -45648.996094 Penalty: 608.413391
	Iteration 24Q: 3 clusters Score -45649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -45649.503906 Penalty: 608.413391
	Iteration 25Q: 3 clusters Score -45649.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -45649.503906 Penalty: 608.413391
	Iteration 26F: 3 clusters Score -45649.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (63047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Entering Unmasked Estep 
Score: -4163413.250000 Penalty: 502.849426
	Iteration 0F: 2 clusters Score -4163413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -4121593.750000 Penalty: 1005.698853
	Iteration 0F: 3 clusters Score -4121594 nChanged 30584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -4142017.750000 Penalty: 1005.698853
	Iteration 1F: 3 clusters Score -4142018 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -4144237.000000 Penalty: 1005.698853
	Iteration 2F: 3 clusters Score -4144237 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -4147523.000000 Penalty: 1005.698853
	Iteration 3F: 3 clusters Score -4147523 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -4151520.750000 Penalty: 1005.698853
	Iteration 4F: 3 clusters Score -4151521 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -4154690.250000 Penalty: 1005.698853
	Iteration 5F: 3 clusters Score -4154690 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -4156574.500000 Penalty: 1005.698853
	Iteration 6Q: 3 clusters Score -4156574 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -4158023.500000 Penalty: 1005.698853
	Iteration 7Q: 3 clusters Score -4158024 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -4159363.750000 Penalty: 1005.698853
	Iteration 8Q: 3 clusters Score -4159364 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -4160649.000000 Penalty: 1005.698853
	Iteration 9Q: 3 clusters Score -4160649 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -4161614.500000 Penalty: 1005.698853
	Iteration 10Q: 3 clusters Score -4161614 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -4162202.750000 Penalty: 1005.698853
	Iteration 11Q: 3 clusters Score -4162203 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -4162572.250000 Penalty: 1005.698853
	Iteration 12Q: 3 clusters Score -4162572 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -4162746.000000 Penalty: 1005.698853
	Iteration 13Q: 3 clusters Score -4162746 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -4162829.750000 Penalty: 1005.698853
	Iteration 14Q: 3 clusters Score -4162830 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -4162882.500000 Penalty: 1005.698853
	Iteration 15Q: 3 clusters Score -4162882 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -4162899.250000 Penalty: 1005.698853
	Iteration 16Q: 3 clusters Score -4162899 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -4162925.250000 Penalty: 1005.698853
	Iteration 17Q: 3 clusters Score -4162925 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -4162942.000000 Penalty: 1005.698853
	Iteration 18Q: 3 clusters Score -4162942 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -4162950.250000 Penalty: 1005.698853
	Iteration 19Q: 3 clusters Score -4162950 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -4162972.750000 Penalty: 1005.698853
	Iteration 20F: 3 clusters Score -4162973 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -4162990.500000 Penalty: 1005.698853
	Iteration 21Q: 3 clusters Score -4162990 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -4162987.250000 Penalty: 1005.698853
	Iteration 22Q: 3 clusters Score -4162987 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -4162989.000000 Penalty: 1005.698853
	Iteration 23Q: 3 clusters Score -4162989 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -4162978.000000 Penalty: 1005.698853
	Iteration 24Q: 3 clusters Score -4162978 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -4162989.750000 Penalty: 1005.698853
	Iteration 25Q: 3 clusters Score -4162990 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -4162995.500000 Penalty: 1005.698853
	Iteration 26Q: 3 clusters Score -4162996 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -4162991.250000 Penalty: 1005.698853
	Iteration 27Q: 3 clusters Score -4162991 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -4163004.250000 Penalty: 1005.698853
	Iteration 28Q: 3 clusters Score -4163004 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -4163006.750000 Penalty: 1005.698853
	Iteration 29Q: 3 clusters Score -4163007 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -4163004.500000 Penalty: 1005.698853
	Iteration 30Q: 3 clusters Score -4163004 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -4163013.500000 Penalty: 1005.698853
	Iteration 31Q: 3 clusters Score -4163014 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -4163033.750000 Penalty: 1005.698853
	Iteration 32Q: 3 clusters Score -4163034 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -4163039.750000 Penalty: 1005.698853
	Iteration 33Q: 3 clusters Score -4163040 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -4163058.000000 Penalty: 1005.698853
	Iteration 34Q: 3 clusters Score -4163058 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -4163061.250000 Penalty: 1005.698853
	Iteration 35Q: 3 clusters Score -4163061 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -4163083.000000 Penalty: 1005.698853
	Iteration 36Q: 3 clusters Score -4163083 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -4163087.750000 Penalty: 1005.698853
	Iteration 37Q: 3 clusters Score -4163088 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -4163093.750000 Penalty: 1005.698853
	Iteration 38Q: 3 clusters Score -4163094 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4163105.000000 Penalty: 1005.698853
	Iteration 39Q: 3 clusters Score -4163105 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -4163110.250000 Penalty: 1005.698853
	Iteration 40F: 3 clusters Score -4163110 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4163117.750000 Penalty: 1005.698853
	Iteration 41Q: 3 clusters Score -4163118 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -4163128.250000 Penalty: 1005.698853
	Iteration 42Q: 3 clusters Score -4163128 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -4163141.750000 Penalty: 1005.698853
	Iteration 43Q: 3 clusters Score -4163142 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -4163154.750000 Penalty: 1005.698853
	Iteration 44Q: 3 clusters Score -4163155 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -4163156.000000 Penalty: 1005.698853
	Iteration 45Q: 3 clusters Score -4163156 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -4163154.750000 Penalty: 1005.698853
	Iteration 46Q: 3 clusters Score -4163155 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -4163160.250000 Penalty: 1005.698853
	Iteration 47Q: 3 clusters Score -4163160 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -4163185.500000 Penalty: 1005.698853
	Iteration 48Q: 3 clusters Score -4163186 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -4163200.750000 Penalty: 1005.698853
	Iteration 49Q: 3 clusters Score -4163201 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -4163200.500000 Penalty: 1005.698853
	Iteration 50Q: 3 clusters Score -4163200 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -4163204.500000 Penalty: 1005.698853
	Iteration 51Q: 3 clusters Score -4163204 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -4163203.500000 Penalty: 1005.698853
	Iteration 52Q: 3 clusters Score -4163204 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -4163187.250000 Penalty: 1005.698853
	Iteration 53Q: 3 clusters Score -4163187 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -4163189.250000 Penalty: 1005.698853
	Iteration 54Q: 3 clusters Score -4163189 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -4163184.000000 Penalty: 1005.698853
	Iteration 55Q: 3 clusters Score -4163184 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -4163170.250000 Penalty: 1005.698853
	Iteration 56Q: 3 clusters Score -4163170 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -4163171.250000 Penalty: 1005.698853
	Iteration 57Q: 3 clusters Score -4163171 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -4163182.250000 Penalty: 1005.698853
	Iteration 58Q: 3 clusters Score -4163182 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -4163196.750000 Penalty: 1005.698853
	Iteration 59Q: 3 clusters Score -4163197 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -4163200.750000 Penalty: 1005.698853
	Iteration 60F: 3 clusters Score -4163201 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -4163188.250000 Penalty: 1005.698853
	Iteration 61Q: 3 clusters Score -4163188 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -4163187.250000 Penalty: 1005.698853
	Iteration 62Q: 3 clusters Score -4163187 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -4163191.500000 Penalty: 1005.698853
	Iteration 63Q: 3 clusters Score -4163192 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -4163173.250000 Penalty: 1005.698853
	Iteration 64Q: 3 clusters Score -4163173 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -4163185.250000 Penalty: 1005.698853
	Iteration 65Q: 3 clusters Score -4163185 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -4163178.000000 Penalty: 1005.698853
	Iteration 66Q: 3 clusters Score -4163178 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -4163172.500000 Penalty: 1005.698853
	Iteration 67Q: 3 clusters Score -4163172 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -4163183.250000 Penalty: 1005.698853
	Iteration 68Q: 3 clusters Score -4163183 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -4163179.250000 Penalty: 1005.698853
	Iteration 69Q: 3 clusters Score -4163179 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -4163176.250000 Penalty: 1005.698853
	Iteration 70Q: 3 clusters Score -4163176 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -4163170.500000 Penalty: 1005.698853
	Iteration 71Q: 3 clusters Score -4163170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -4163169.500000 Penalty: 1005.698853
	Iteration 72Q: 3 clusters Score -4163170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -4163169.250000 Penalty: 1005.698853
	Iteration 73Q: 3 clusters Score -4163169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -4163166.250000 Penalty: 1005.698853
	Iteration 74Q: 3 clusters Score -4163166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -4163168.250000 Penalty: 1005.698853
	Iteration 75Q: 3 clusters Score -4163168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -4163165.750000 Penalty: 1005.698853
	Iteration 76Q: 3 clusters Score -4163166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -4163165.000000 Penalty: 1005.698853
	Iteration 77Q: 3 clusters Score -4163165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -4163166.250000 Penalty: 1005.698853
	Iteration 78Q: 3 clusters Score -4163166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -4163170.250000 Penalty: 1005.698853
	Iteration 79Q: 3 clusters Score -4163170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -4163163.500000 Penalty: 1005.698853
	Iteration 80F: 3 clusters Score -4163164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -4163165.500000 Penalty: 1005.698853
	Iteration 81Q: 3 clusters Score -4163166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -4163156.500000 Penalty: 1005.698853
	Iteration 82Q: 3 clusters Score -4163156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -4163160.500000 Penalty: 1005.698853
	Iteration 83Q: 3 clusters Score -4163160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -4163164.750000 Penalty: 1005.698853
	Iteration 84Q: 3 clusters Score -4163165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -4163160.250000 Penalty: 1005.698853
	Iteration 85Q: 3 clusters Score -4163160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -4163160.000000 Penalty: 1005.698853
	Iteration 86Q: 3 clusters Score -4163160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -4163162.000000 Penalty: 1005.698853
	Iteration 87Q: 3 clusters Score -4163162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -4163159.750000 Penalty: 1005.698853
	Iteration 88Q: 3 clusters Score -4163160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -4163158.750000 Penalty: 1005.698853
	Iteration 89Q: 3 clusters Score -4163159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -4163160.750000 Penalty: 1005.698853
	Iteration 90Q: 3 clusters Score -4163161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -4163158.750000 Penalty: 1005.698853
	Iteration 91Q: 3 clusters Score -4163159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -4163155.750000 Penalty: 1005.698853
	Iteration 92Q: 3 clusters Score -4163156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -4163158.250000 Penalty: 1005.698853
	Iteration 93Q: 3 clusters Score -4163158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -4163157.000000 Penalty: 1005.698853
	Iteration 94Q: 3 clusters Score -4163157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -4163157.000000 Penalty: 1005.698853
	Iteration 95F: 3 clusters Score -4163157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 895 members 
Entering Unmasked Estep 
Score: -63105.492188 Penalty: 309.255463
	Iteration 0F: 2 clusters Score -63105.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -62348.964844 Penalty: 618.510925
	Iteration 0F: 3 clusters Score -62348.96 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -62552.753906 Penalty: 618.510925
	Iteration 1F: 3 clusters Score -62552.75 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -62586.707031 Penalty: 618.510925
	Iteration 2F: 3 clusters Score -62586.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -62616.500000 Penalty: 618.510925
	Iteration 3Q: 3 clusters Score -62616.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -62640.640625 Penalty: 618.510925
	Iteration 4Q: 3 clusters Score -62640.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -62662.121094 Penalty: 618.510925
	Iteration 5Q: 3 clusters Score -62662.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -62674.703125 Penalty: 618.510925
	Iteration 6Q: 3 clusters Score -62674.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -62683.375000 Penalty: 618.510925
	Iteration 7Q: 3 clusters Score -62683.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -62691.761719 Penalty: 618.510925
	Iteration 8Q: 3 clusters Score -62691.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62702.582031 Penalty: 618.510925
	Iteration 9Q: 3 clusters Score -62702.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62708.363281 Penalty: 618.510925
	Iteration 10Q: 3 clusters Score -62708.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -62711.726562 Penalty: 618.510925
	Iteration 11Q: 3 clusters Score -62711.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62717.039062 Penalty: 618.510925
	Iteration 12Q: 3 clusters Score -62717.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62721.890625 Penalty: 618.510925
	Iteration 13Q: 3 clusters Score -62721.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62725.914062 Penalty: 618.510925
	Iteration 14Q: 3 clusters Score -62725.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -62732.125000 Penalty: 618.510925
	Iteration 15Q: 3 clusters Score -62732.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62737.726562 Penalty: 618.510925
	Iteration 16Q: 3 clusters Score -62737.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62745.343750 Penalty: 618.510925
	Iteration 17Q: 3 clusters Score -62745.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -62749.523438 Penalty: 618.510925
	Iteration 18Q: 3 clusters Score -62749.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -62752.777344 Penalty: 618.510925
	Iteration 19Q: 3 clusters Score -62752.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -62756.316406 Penalty: 618.510925
	Iteration 20F: 3 clusters Score -62756.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -62758.207031 Penalty: 618.510925
	Iteration 21Q: 3 clusters Score -62758.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -62760.144531 Penalty: 618.510925
	Iteration 22Q: 3 clusters Score -62760.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -62761.976562 Penalty: 618.510925
	Iteration 23Q: 3 clusters Score -62761.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -62764.183594 Penalty: 618.510925
	Iteration 24Q: 3 clusters Score -62764.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -62767.589844 Penalty: 618.510925
	Iteration 25Q: 3 clusters Score -62767.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -62771.402344 Penalty: 618.510925
	Iteration 26Q: 3 clusters Score -62771.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -62775.878906 Penalty: 618.510925
	Iteration 27Q: 3 clusters Score -62775.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -62779.164062 Penalty: 618.510925
	Iteration 28Q: 3 clusters Score -62779.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -62784.757812 Penalty: 618.510925
	Iteration 29Q: 3 clusters Score -62784.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -62790.257812 Penalty: 618.510925
	Iteration 30Q: 3 clusters Score -62790.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -62797.140625 Penalty: 618.510925
	Iteration 31Q: 3 clusters Score -62797.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -62804.214844 Penalty: 618.510925
	Iteration 32Q: 3 clusters Score -62804.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -62808.703125 Penalty: 618.510925
	Iteration 33Q: 3 clusters Score -62808.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -62814.750000 Penalty: 618.510925
	Iteration 34Q: 3 clusters Score -62814.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -62820.550781 Penalty: 618.510925
	Iteration 35Q: 3 clusters Score -62820.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -62827.074219 Penalty: 618.510925
	Iteration 36Q: 3 clusters Score -62827.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -62833.812500 Penalty: 618.510925
	Iteration 37Q: 3 clusters Score -62833.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -62837.886719 Penalty: 618.510925
	Iteration 38Q: 3 clusters Score -62837.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -62839.964844 Penalty: 618.510925
	Iteration 39Q: 3 clusters Score -62839.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -62842.710938 Penalty: 618.510925
	Iteration 40F: 3 clusters Score -62842.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -62843.015625 Penalty: 618.510925
	Iteration 41Q: 3 clusters Score -62843.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -62843.015625 Penalty: 618.510925
	Iteration 42F: 3 clusters Score -62843.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -17363.564453 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -17363.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16965.437500 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -16965.44 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17090.394531 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -17090.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17128.259766 Penalty: 534.618713
	Iteration 2F: 3 clusters Score -17128.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17148.634766 Penalty: 534.618713
	Iteration 3Q: 3 clusters Score -17148.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17153.578125 Penalty: 534.618713
	Iteration 4Q: 3 clusters Score -17153.58 nChanged 4
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: -17156.117188 Penalty: 534.618713
	Iteration 5Q: 3 clusters Score -17156.12 nChanged 2
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: -17156.816406 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -17156.82 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: -17156.816406 Penalty: 534.618713
	Iteration 7F: 3 clusters Score -17156.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -38133.441406 Penalty: 298.462494
	Iteration 0F: 2 clusters Score -38133.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -37535.746094 Penalty: 596.924988
	Iteration 0F: 3 clusters Score -37535.75 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37724.781250 Penalty: 596.924988
	Iteration 1F: 3 clusters Score -37724.78 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37763.234375 Penalty: 596.924988
	Iteration 2F: 3 clusters Score -37763.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37801.007812 Penalty: 596.924988
	Iteration 3F: 3 clusters Score -37801.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37837.253906 Penalty: 596.924988
	Iteration 4Q: 3 clusters Score -37837.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -37889.906250 Penalty: 596.924988
	Iteration 5Q: 3 clusters Score -37889.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -37940.164062 Penalty: 596.924988
	Iteration 6F: 3 clusters Score -37940.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -37968.015625 Penalty: 596.924988
	Iteration 7Q: 3 clusters Score -37968.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37979.828125 Penalty: 596.924988
	Iteration 8Q: 3 clusters Score -37979.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37995.011719 Penalty: 596.924988
	Iteration 9Q: 3 clusters Score -37995.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38006.507812 Penalty: 596.924988
	Iteration 10Q: 3 clusters Score -38006.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38010.312500 Penalty: 596.924988
	Iteration 11Q: 3 clusters Score -38010.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38013.851562 Penalty: 596.924988
	Iteration 12Q: 3 clusters Score -38013.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38015.949219 Penalty: 596.924988
	Iteration 13Q: 3 clusters Score -38015.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -38016.566406 Penalty: 596.924988
	Iteration 14Q: 3 clusters Score -38016.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -38018.589844 Penalty: 596.924988
	Iteration 15Q: 3 clusters Score -38018.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -38018.808594 Penalty: 596.924988
	Iteration 16Q: 3 clusters Score -38018.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -38018.808594 Penalty: 596.924988
	Iteration 17F: 3 clusters Score -38018.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -14799.321289 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -14799.32 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 144 members 
Entering Unmasked Estep 
Score: -14464.974609 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -14464.97 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14563.529297 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -14563.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14596.178711 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -14596.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14616.047852 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -14616.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14620.244141 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -14620.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14627.439453 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -14627.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14638.598633 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -14638.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14641.708008 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -14641.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14643.671875 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -14643.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14645.882812 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -14645.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14654.426758 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -14654.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14663.034180 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -14663.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14668.988281 Penalty: 509.792816
	Iteration 12Q: 3 clusters Score -14668.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14677.208984 Penalty: 509.792816
	Iteration 13Q: 3 clusters Score -14677.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14690.222656 Penalty: 509.792816
	Iteration 14Q: 3 clusters Score -14690.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14713.639648 Penalty: 509.792816
	Iteration 15Q: 3 clusters Score -14713.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14743.740234 Penalty: 509.792816
	Iteration 16Q: 3 clusters Score -14743.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14770.441406 Penalty: 509.792816
	Iteration 17Q: 3 clusters Score -14770.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14835.095703 Penalty: 509.792816
	Iteration 18Q: 3 clusters Score -14835.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14891.154297 Penalty: 509.792816
	Iteration 19Q: 3 clusters Score -14891.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14930.831055 Penalty: 509.792816
	Iteration 20F: 3 clusters Score -14930.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66546 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21441 members 
Mstep: Class 6 contains 2867 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48367 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 18783 members 
Mstep: Class 14 contains 801 members 
Mstep: Class 15 contains 63047 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 118 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 42687 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 28023 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 87848 members 
Mstep: Class 28 contains 34084 members 
Mstep: Class 29 contains 4110 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3984 members 
Mstep: Class 32 contains 62051 members 
Mstep: Class 33 contains 70524 members 
Mstep: Class 34 contains 10157 members 
Entering Unmasked Estep 
Score: -35844880.000000 Penalty: 19926.087891
Splitting cluster 20 changes total score from -35845280.000000 to -35844880.000000
So it's not getting split.
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: -2778754.250000 Penalty: 485.105072
	Iteration 0F: 2 clusters Score -2778754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2750034.250000 Penalty: 970.210144
	Iteration 0F: 3 clusters Score -2750034 nChanged 20643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -2762202.000000 Penalty: 970.210144
	Iteration 1F: 3 clusters Score -2762202 nChanged 1568
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2762577 nChanged 1623
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2763094 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2763814 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2764966 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2766736 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2769331 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2771964 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -2773399.750000 Penalty: 970.210144
	Iteration 9F: 3 clusters Score -2773400 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2774062 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2774553 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2775043 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2775585 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2776184 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2776859.250000 Penalty: 970.210144
	Iteration 15Q: 3 clusters Score -2776859 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2777620.750000 Penalty: 970.210144
	Iteration 16Q: 3 clusters Score -2777621 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2778314 nChanged 936
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2778781 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2779043 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2779225.250000 Penalty: 970.210144
	Iteration 20F: 3 clusters Score -2779225 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2779289.750000 Penalty: 970.210144
	Iteration 21Q: 3 clusters Score -2779290 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2779330.500000 Penalty: 970.210144
	Iteration 22Q: 3 clusters Score -2779330 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2779356.000000 Penalty: 970.210144
	Iteration 23Q: 3 clusters Score -2779356 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2779384.250000 Penalty: 970.210144
	Iteration 24Q: 3 clusters Score -2779384 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2779398.000000 Penalty: 970.210144
	Iteration 25Q: 3 clusters Score -2779398 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2779411.500000 Penalty: 970.210144
	Iteration 26Q: 3 clusters Score -2779412 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2779416.250000 Penalty: 970.210144
	Iteration 27Q: 3 clusters Score -2779416 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2779412 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2779419.750000 Penalty: 970.210144
	Iteration 29Q: 3 clusters Score -2779420 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2779428 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2779438 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2779442.750000 Penalty: 970.210144
	Iteration 32Q: 3 clusters Score -2779443 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2779437 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2779440.250000 Penalty: 970.210144
	Iteration 34Q: 3 clusters Score -2779440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2779431.750000 Penalty: 970.210144
	Iteration 35Q: 3 clusters Score -2779432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2779436 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2779439.750000 Penalty: 970.210144
	Iteration 37Q: 3 clusters Score -2779440 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2779451 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2779449 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2779447.750000 Penalty: 970.210144
	Iteration 40F: 3 clusters Score -2779448 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2779453.500000 Penalty: 970.210144
	Iteration 41Q: 3 clusters Score -2779454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2779462.500000 Penalty: 970.210144
	Iteration 42Q: 3 clusters Score -2779462 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2779464 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2779468 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2779473 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2779473 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2779478 nChanged 60
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Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2779478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2779479 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2779474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2779481.250000 Penalty: 970.210144
	Iteration 51Q: 3 clusters Score -2779481 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2779484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2779488.000000 Penalty: 970.210144
	Iteration 53Q: 3 clusters Score -2779488 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2779485.500000 Penalty: 970.210144
	Iteration 54Q: 3 clusters Score -2779486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2779489 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2779486 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2779484.250000 Penalty: 970.210144
	Iteration 57Q: 3 clusters Score -2779484 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2779488 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2779491.750000 Penalty: 970.210144
	Iteration 59Q: 3 clusters Score -2779492 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2779496.250000 Penalty: 970.210144
	Iteration 60F: 3 clusters Score -2779496 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2779494 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2779499.000000 Penalty: 970.210144
	Iteration 62Q: 3 clusters Score -2779499 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2779507.750000 Penalty: 970.210144
	Iteration 63Q: 3 clusters Score -2779508 nChanged 25
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Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2779512.250000 Penalty: 970.210144
	Iteration 64Q: 3 clusters Score -2779512 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2779508 nChanged 19
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Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2779506 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2779508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2779515.250000 Penalty: 970.210144
	Iteration 68Q: 3 clusters Score -2779515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2779514.000000 Penalty: 970.210144
	Iteration 69Q: 3 clusters Score -2779514 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2779517.000000 Penalty: 970.210144
	Iteration 70Q: 3 clusters Score -2779517 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2779519.500000 Penalty: 970.210144
	Iteration 71Q: 3 clusters Score -2779520 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2779520 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2779521.500000 Penalty: 970.210144
	Iteration 73Q: 3 clusters Score -2779522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2779522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2779520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2779518.750000 Penalty: 970.210144
	Iteration 76Q: 3 clusters Score -2779519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2779520 nChanged 7
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Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 16421 members 
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	Iteration 78Q: 3 clusters Score -2779520 nChanged 2
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Mstep: Class 1 contains 26268 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2779520 nChanged 2
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Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2779517 nChanged 3
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Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2779518 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2779521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2779521.750000 Penalty: 970.210144
	Iteration 83Q: 3 clusters Score -2779522 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2779522 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2779523.500000 Penalty: 970.210144
	Iteration 85Q: 3 clusters Score -2779524 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2779524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
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Entering Unmasked Estep 
Score: -2779521.750000 Penalty: 970.210144
	Iteration 87Q: 3 clusters Score -2779522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2779521.250000 Penalty: 970.210144
	Iteration 88Q: 3 clusters Score -2779521 nChanged 3
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Mstep: Class 1 contains 26321 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2779520 nChanged 2
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Mstep: Class 1 contains 26323 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2779518 nChanged 2
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Mstep: Class 1 contains 26325 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2779518 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26330 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2779518 nChanged 4
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Mstep: Class 1 contains 26334 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2779520 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2779521.000000 Penalty: 970.210144
	Iteration 94Q: 3 clusters Score -2779521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2779520.000000 Penalty: 970.210144
	Iteration 95Q: 3 clusters Score -2779520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2779519.750000 Penalty: 970.210144
	Iteration 96Q: 3 clusters Score -2779520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2779515.250000 Penalty: 970.210144
	Iteration 97Q: 3 clusters Score -2779515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2779515.750000 Penalty: 970.210144
	Iteration 98Q: 3 clusters Score -2779516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2779517.750000 Penalty: 970.210144
	Iteration 99Q: 3 clusters Score -2779518 nChanged 14
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: -2779510.250000 Penalty: 970.210144
	Iteration 100F: 3 clusters Score -2779510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2779514.250000 Penalty: 970.210144
	Iteration 101Q: 3 clusters Score -2779514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2779513.500000 Penalty: 970.210144
	Iteration 102Q: 3 clusters Score -2779514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2779512.000000 Penalty: 970.210144
	Iteration 103Q: 3 clusters Score -2779512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2779513.250000 Penalty: 970.210144
	Iteration 104Q: 3 clusters Score -2779513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2779513.000000 Penalty: 970.210144
	Iteration 105Q: 3 clusters Score -2779513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2779514.750000 Penalty: 970.210144
	Iteration 106Q: 3 clusters Score -2779515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2779512.750000 Penalty: 970.210144
	Iteration 107Q: 3 clusters Score -2779513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2779512.750000 Penalty: 970.210144
	Iteration 108F: 3 clusters Score -2779513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66546 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21441 members 
Mstep: Class 6 contains 2867 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48367 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 18783 members 
Mstep: Class 14 contains 801 members 
Mstep: Class 15 contains 63047 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 16259 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 26428 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 28023 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 87848 members 
Mstep: Class 28 contains 34084 members 
Mstep: Class 29 contains 4110 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3984 members 
Mstep: Class 32 contains 62051 members 
Mstep: Class 33 contains 70524 members 
Mstep: Class 34 contains 10157 members 
Entering Unmasked Estep 
Score: -35845796.000000 Penalty: 19926.087891
Splitting cluster 21 changes total score from -35845280.000000 to -35845796.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 22 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -5321.030273 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -5321.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5100.710449 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -5100.71 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5203.259766 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -5203.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5245.910645 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -5245.911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5258.497559 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -5258.498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5265.049805 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -5265.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5266.805664 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -5266.806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5270.225586 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -5270.226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5272.387207 Penalty: 458.362671
	Iteration 7Q: 3 clusters Score -5272.387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5272.640625 Penalty: 458.362671
	Iteration 8Q: 3 clusters Score -5272.641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5272.640625 Penalty: 458.362671
	Iteration 9F: 3 clusters Score -5272.641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Entering Unmasked Estep 
Score: -1861909.875000 Penalty: 465.955536
	Iteration 0F: 2 clusters Score -1861910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1843146.875000 Penalty: 931.911072
	Iteration 0F: 3 clusters Score -1843147 nChanged 13356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1851180.250000 Penalty: 931.911072
	Iteration 1F: 3 clusters Score -1851180 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1851681.875000 Penalty: 931.911072
	Iteration 2Q: 3 clusters Score -1851682 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -1852554.125000 Penalty: 931.911072
	Iteration 3F: 3 clusters Score -1852554 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -1854060.625000 Penalty: 931.911072
	Iteration 4F: 3 clusters Score -1854061 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -1856274.000000 Penalty: 931.911072
	Iteration 5F: 3 clusters Score -1856274 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -1858629.750000 Penalty: 931.911072
	Iteration 6F: 3 clusters Score -1858630 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -1860279.375000 Penalty: 931.911072
	Iteration 7F: 3 clusters Score -1860279 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -1861030.125000 Penalty: 931.911072
	Iteration 8Q: 3 clusters Score -1861030 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -1861327.000000 Penalty: 931.911072
	Iteration 9Q: 3 clusters Score -1861327 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -1861434.125000 Penalty: 931.911072
	Iteration 10Q: 3 clusters Score -1861434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -1861488.375000 Penalty: 931.911072
	Iteration 11Q: 3 clusters Score -1861488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -1861507.750000 Penalty: 931.911072
	Iteration 12Q: 3 clusters Score -1861508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -1861517.125000 Penalty: 931.911072
	Iteration 13Q: 3 clusters Score -1861517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -1861523.750000 Penalty: 931.911072
	Iteration 14Q: 3 clusters Score -1861524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -1861531.500000 Penalty: 931.911072
	Iteration 15Q: 3 clusters Score -1861532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -1861539.375000 Penalty: 931.911072
	Iteration 16Q: 3 clusters Score -1861539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -1861540.250000 Penalty: 931.911072
	Iteration 17Q: 3 clusters Score -1861540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -1861540.250000 Penalty: 931.911072
	Iteration 18F: 3 clusters Score -1861540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -18114.656250 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -18114.66 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 167 members 
Entering Unmasked Estep 
Score: -17731.400391 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -17731.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17832.371094 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -17832.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17869.175781 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -17869.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17906.519531 Penalty: 527.992737
	Iteration 3F: 3 clusters Score -17906.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17934.326172 Penalty: 527.992737
	Iteration 4F: 3 clusters Score -17934.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17948.396484 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -17948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17949.333984 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -17949.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17949.333984 Penalty: 527.992737
	Iteration 7F: 3 clusters Score -17949.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -12975.203125 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -12975.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12677.642578 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -12677.64 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12761.502930 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -12761.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12803.522461 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -12803.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12861.746094 Penalty: 500.614502
	Iteration 3F: 3 clusters Score -12861.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12903.402344 Penalty: 500.614502
	Iteration 4F: 3 clusters Score -12903.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12909.383789 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -12909.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -12918.760742 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -12918.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12927.040039 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -12927.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12929.912109 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -12929.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12943.271484 Penalty: 500.614502
	Iteration 9Q: 3 clusters Score -12943.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12949.898438 Penalty: 500.614502
	Iteration 10Q: 3 clusters Score -12949.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12950.640625 Penalty: 500.614502
	Iteration 11Q: 3 clusters Score -12950.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12950.640625 Penalty: 500.614502
	Iteration 12F: 3 clusters Score -12950.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (87848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87848 members 
Entering Unmasked Estep 
Score: -5782026.000000 Penalty: 517.943054
	Iteration 0F: 2 clusters Score -5782026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -5727536.000000 Penalty: 1035.886108
	Iteration 0F: 3 clusters Score -5727536 nChanged 42876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -5753253.500000 Penalty: 1035.886108
	Iteration 1F: 3 clusters Score -5753254 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -5754826.000000 Penalty: 1035.886108
	Iteration 2Q: 3 clusters Score -5754826 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -5758000.000000 Penalty: 1035.886108
	Iteration 3F: 3 clusters Score -5758000 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -5763689.500000 Penalty: 1035.886108
	Iteration 4F: 3 clusters Score -5763690 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -5770821.000000 Penalty: 1035.886108
	Iteration 5F: 3 clusters Score -5770821 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -5776230.000000 Penalty: 1035.886108
	Iteration 6F: 3 clusters Score -5776230 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -5778807.000000 Penalty: 1035.886108
	Iteration 7F: 3 clusters Score -5778807 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -5780410.000000 Penalty: 1035.886108
	Iteration 8Q: 3 clusters Score -5780410 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -5781751.000000 Penalty: 1035.886108
	Iteration 9Q: 3 clusters Score -5781751 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -5782672.500000 Penalty: 1035.886108
	Iteration 10Q: 3 clusters Score -5782672 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -5783461.500000 Penalty: 1035.886108
	Iteration 11Q: 3 clusters Score -5783462 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -5783968.000000 Penalty: 1035.886108
	Iteration 12Q: 3 clusters Score -5783968 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -5784185.500000 Penalty: 1035.886108
	Iteration 13Q: 3 clusters Score -5784186 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -5784275.500000 Penalty: 1035.886108
	Iteration 14Q: 3 clusters Score -5784276 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -5784229.000000 Penalty: 1035.886108
	Iteration 15Q: 3 clusters Score -5784229 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -5784149.500000 Penalty: 1035.886108
	Iteration 16Q: 3 clusters Score -5784150 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5784093 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53378 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5784038 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5783968 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5783902 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5783887 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5783850 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5783800 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5783761 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59804 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5783745 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60627 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5783706 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61590 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -5783739.500000 Penalty: 1035.886108
	Iteration 27Q: 3 clusters Score -5783740 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5783840 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64205 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5784104 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65686 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5784414 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67208 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5784794 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -5785174.000000 Penalty: 1035.886108
	Iteration 32Q: 3 clusters Score -5785174 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69954 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5785385 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -5785624.500000 Penalty: 1035.886108
	Iteration 34Q: 3 clusters Score -5785624 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72126 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5785801 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73006 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5785894 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73801 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -5786001.500000 Penalty: 1035.886108
	Iteration 37Q: 3 clusters Score -5786002 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74447 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5786040 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75001 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5786002 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75507 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -5786154.500000 Penalty: 1035.886108
	Iteration 40F: 3 clusters Score -5786154 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75941 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5786372 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5786468 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76480 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5786554 nChanged 237
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76707 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5786660 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5786736 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5786812 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77278 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5786852 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77437 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5786901 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77562 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5786919 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5786936 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77763 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5786976 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77858 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5787020 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77936 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5787042 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78018 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5787066 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78083 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -5787080.500000 Penalty: 1035.886108
	Iteration 55Q: 3 clusters Score -5787080 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78144 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5787088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78200 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5787086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78261 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -5787095.500000 Penalty: 1035.886108
	Iteration 58Q: 3 clusters Score -5787096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78310 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -5787118.500000 Penalty: 1035.886108
	Iteration 59Q: 3 clusters Score -5787118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78351 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -5787128.000000 Penalty: 1035.886108
	Iteration 60F: 3 clusters Score -5787128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78382 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -5787133.500000 Penalty: 1035.886108
	Iteration 61Q: 3 clusters Score -5787134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78403 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -5787143.000000 Penalty: 1035.886108
	Iteration 62Q: 3 clusters Score -5787143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78428 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -5787145.500000 Penalty: 1035.886108
	Iteration 63Q: 3 clusters Score -5787146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78464 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -5787142.000000 Penalty: 1035.886108
	Iteration 64Q: 3 clusters Score -5787142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78493 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -5787150.000000 Penalty: 1035.886108
	Iteration 65Q: 3 clusters Score -5787150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -5787161.000000 Penalty: 1035.886108
	Iteration 66Q: 3 clusters Score -5787161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78537 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5787160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78559 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5787167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78578 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5787167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78595 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5787176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78610 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -5787178.000000 Penalty: 1035.886108
	Iteration 71Q: 3 clusters Score -5787178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78624 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -5787173.500000 Penalty: 1035.886108
	Iteration 72Q: 3 clusters Score -5787174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78648 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5787170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78670 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -5787181.500000 Penalty: 1035.886108
	Iteration 74Q: 3 clusters Score -5787182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78689 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5787188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78704 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -5787194.500000 Penalty: 1035.886108
	Iteration 76Q: 3 clusters Score -5787194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78715 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5787198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78729 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5787202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78740 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5787202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78757 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -5787205.000000 Penalty: 1035.886108
	Iteration 80F: 3 clusters Score -5787205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78770 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5787206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78791 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -5787207.000000 Penalty: 1035.886108
	Iteration 82Q: 3 clusters Score -5787207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5787212 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78836 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -5787215.000000 Penalty: 1035.886108
	Iteration 84Q: 3 clusters Score -5787215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78851 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5787218 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5787220 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5787222 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5787218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5787208 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5787224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78940 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -5787221.500000 Penalty: 1035.886108
	Iteration 91Q: 3 clusters Score -5787222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78957 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5787226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5787233 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78984 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5787234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5787236 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79010 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -5787243.500000 Penalty: 1035.886108
	Iteration 96Q: 3 clusters Score -5787244 nChanged 23
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Mstep: Class 1 contains 79029 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5787248 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79042 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5787248 nChanged 8
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Mstep: Class 1 contains 79050 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -5787253.000000 Penalty: 1035.886108
	Iteration 99Q: 3 clusters Score -5787253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79059 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5787245 nChanged 11
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Mstep: Class 1 contains 79068 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5787251 nChanged 9
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Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -5787241.500000 Penalty: 1035.886108
	Iteration 102Q: 3 clusters Score -5787242 nChanged 6
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Mstep: Class 1 contains 79081 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5787249 nChanged 9
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Mstep: Class 1 contains 79088 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5787252 nChanged 9
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Mstep: Class 1 contains 79093 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5787250 nChanged 7
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Mstep: Class 1 contains 79098 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5787252 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79105 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5787256 nChanged 8
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Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5787258 nChanged 6
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Mstep: Class 1 contains 79113 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5787256 nChanged 5
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Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5787254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -5787258.000000 Penalty: 1035.886108
	Iteration 111Q: 3 clusters Score -5787258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79121 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -5787253.500000 Penalty: 1035.886108
	Iteration 112Q: 3 clusters Score -5787254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -5787255.000000 Penalty: 1035.886108
	Iteration 113Q: 3 clusters Score -5787255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79122 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -5787254.000000 Penalty: 1035.886108
	Iteration 114Q: 3 clusters Score -5787254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79125 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -5787254.500000 Penalty: 1035.886108
	Iteration 115Q: 3 clusters Score -5787254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -5787256.500000 Penalty: 1035.886108
	Iteration 116Q: 3 clusters Score -5787256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -5787251.000000 Penalty: 1035.886108
	Iteration 117Q: 3 clusters Score -5787251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -5787251.000000 Penalty: 1035.886108
	Iteration 118F: 3 clusters Score -5787251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66546 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21441 members 
Mstep: Class 6 contains 2867 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48367 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 18783 members 
Mstep: Class 14 contains 801 members 
Mstep: Class 15 contains 63047 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 16259 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 26428 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 28023 members 
Mstep: Class 24 contains 8719 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 79129 members 
Mstep: Class 28 contains 34084 members 
Mstep: Class 29 contains 4110 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3984 members 
Mstep: Class 32 contains 62051 members 
Mstep: Class 33 contains 70524 members 
Mstep: Class 34 contains 10157 members 
Entering Unmasked Estep 
Score: -35850772.000000 Penalty: 20529.908203
Splitting cluster 27 changes total score from -35845280.000000 to -35850772.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 28 (34084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Entering Unmasked Estep 
Score: -2238693.750000 Penalty: 474.864563
	Iteration 0F: 2 clusters Score -2238694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2215845.500000 Penalty: 949.729126
	Iteration 0F: 3 clusters Score -2215846 nChanged 16474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -2226325.750000 Penalty: 949.729126
	Iteration 1F: 3 clusters Score -2226326 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -2227530.250000 Penalty: 949.729126
	Iteration 2F: 3 clusters Score -2227530 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -2229665.500000 Penalty: 949.729126
	Iteration 3F: 3 clusters Score -2229666 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -2232970.250000 Penalty: 949.729126
	Iteration 4F: 3 clusters Score -2232970 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -2236222.500000 Penalty: 949.729126
	Iteration 5F: 3 clusters Score -2236222 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -2237741.750000 Penalty: 949.729126
	Iteration 6Q: 3 clusters Score -2237742 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -2238123.250000 Penalty: 949.729126
	Iteration 7Q: 3 clusters Score -2238123 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -2238209.000000 Penalty: 949.729126
	Iteration 8Q: 3 clusters Score -2238209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -2238228.750000 Penalty: 949.729126
	Iteration 9Q: 3 clusters Score -2238229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -2238241.000000 Penalty: 949.729126
	Iteration 10Q: 3 clusters Score -2238241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -2238253.000000 Penalty: 949.729126
	Iteration 11Q: 3 clusters Score -2238253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -2238259.250000 Penalty: 949.729126
	Iteration 12Q: 3 clusters Score -2238259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -2238266.500000 Penalty: 949.729126
	Iteration 13Q: 3 clusters Score -2238266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -2238266.500000 Penalty: 949.729126
	Iteration 14F: 3 clusters Score -2238266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Entering Unmasked Estep 
Score: -274428.093750 Penalty: 378.613617
	Iteration 0F: 2 clusters Score -274428.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -271617.218750 Penalty: 757.227234
	Iteration 0F: 3 clusters Score -271617.2 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -272703.343750 Penalty: 757.227234
	Iteration 1F: 3 clusters Score -272703.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -272862.687500 Penalty: 757.227234
	Iteration 2F: 3 clusters Score -272862.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -273050.625000 Penalty: 757.227234
	Iteration 3F: 3 clusters Score -273050.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -273333.375000 Penalty: 757.227234
	Iteration 4F: 3 clusters Score -273333.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -273586.656250 Penalty: 757.227234
	Iteration 5F: 3 clusters Score -273586.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -273780.812500 Penalty: 757.227234
	Iteration 6F: 3 clusters Score -273780.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -273886.687500 Penalty: 757.227234
	Iteration 7Q: 3 clusters Score -273886.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -273953.625000 Penalty: 757.227234
	Iteration 8Q: 3 clusters Score -273953.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -273997.500000 Penalty: 757.227234
	Iteration 9Q: 3 clusters Score -273997.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -274035.187500 Penalty: 757.227234
	Iteration 10Q: 3 clusters Score -274035.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -274061.343750 Penalty: 757.227234
	Iteration 11Q: 3 clusters Score -274061.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -274082.156250 Penalty: 757.227234
	Iteration 12Q: 3 clusters Score -274082.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -274094.812500 Penalty: 757.227234
	Iteration 13Q: 3 clusters Score -274094.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -274101.906250 Penalty: 757.227234
	Iteration 14Q: 3 clusters Score -274101.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -274105.343750 Penalty: 757.227234
	Iteration 15Q: 3 clusters Score -274105.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -274109.937500 Penalty: 757.227234
	Iteration 16Q: 3 clusters Score -274109.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -274113.937500 Penalty: 757.227234
	Iteration 17Q: 3 clusters Score -274113.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -274116.968750 Penalty: 757.227234
	Iteration 18Q: 3 clusters Score -274117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -274120.343750 Penalty: 757.227234
	Iteration 19Q: 3 clusters Score -274120.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -274124.531250 Penalty: 757.227234
	Iteration 20F: 3 clusters Score -274124.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -274127.187500 Penalty: 757.227234
	Iteration 21Q: 3 clusters Score -274127.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -274130.000000 Penalty: 757.227234
	Iteration 22Q: 3 clusters Score -274130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -274133.156250 Penalty: 757.227234
	Iteration 23Q: 3 clusters Score -274133.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -274135.906250 Penalty: 757.227234
	Iteration 24Q: 3 clusters Score -274135.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -274137.875000 Penalty: 757.227234
	Iteration 25Q: 3 clusters Score -274137.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -274139.656250 Penalty: 757.227234
	Iteration 26Q: 3 clusters Score -274139.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -274141.250000 Penalty: 757.227234
	Iteration 27Q: 3 clusters Score -274141.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -274142.000000 Penalty: 757.227234
	Iteration 28Q: 3 clusters Score -274142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -274142.968750 Penalty: 757.227234
	Iteration 29Q: 3 clusters Score -274143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -274145.125000 Penalty: 757.227234
	Iteration 30Q: 3 clusters Score -274145.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -274146.843750 Penalty: 757.227234
	Iteration 31Q: 3 clusters Score -274146.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -274147.687500 Penalty: 757.227234
	Iteration 32Q: 3 clusters Score -274147.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -274149.750000 Penalty: 757.227234
	Iteration 33Q: 3 clusters Score -274149.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -274150.593750 Penalty: 757.227234
	Iteration 34Q: 3 clusters Score -274150.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -274151.031250 Penalty: 757.227234
	Iteration 35Q: 3 clusters Score -274151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -274152.031250 Penalty: 757.227234
	Iteration 36Q: 3 clusters Score -274152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -274152.218750 Penalty: 757.227234
	Iteration 37Q: 3 clusters Score -274152.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -274152.718750 Penalty: 757.227234
	Iteration 38Q: 3 clusters Score -274152.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -274153.343750 Penalty: 757.227234
	Iteration 39Q: 3 clusters Score -274153.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -274153.687500 Penalty: 757.227234
	Iteration 40F: 3 clusters Score -274153.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -274154.343750 Penalty: 757.227234
	Iteration 41Q: 3 clusters Score -274154.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -274157.187500 Penalty: 757.227234
	Iteration 42Q: 3 clusters Score -274157.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -274159.312500 Penalty: 757.227234
	Iteration 43Q: 3 clusters Score -274159.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -274161.125000 Penalty: 757.227234
	Iteration 44Q: 3 clusters Score -274161.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -274162.406250 Penalty: 757.227234
	Iteration 45Q: 3 clusters Score -274162.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -274163.656250 Penalty: 757.227234
	Iteration 46Q: 3 clusters Score -274163.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -274163.906250 Penalty: 757.227234
	Iteration 47Q: 3 clusters Score -274163.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -274164.843750 Penalty: 757.227234
	Iteration 48Q: 3 clusters Score -274164.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -274164.562500 Penalty: 757.227234
	Iteration 49Q: 3 clusters Score -274164.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -274164.593750 Penalty: 757.227234
	Iteration 50Q: 3 clusters Score -274164.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -274165.000000 Penalty: 757.227234
	Iteration 51Q: 3 clusters Score -274165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -274165.000000 Penalty: 757.227234
	Iteration 52F: 3 clusters Score -274165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -8942.865234 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -8942.865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8704.775391 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8704.775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8773.217773 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -8773.218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8779.989258 Penalty: 461.270294
	Iteration 2Q: 3 clusters Score -8779.989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8781.389648 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -8781.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8781.389648 Penalty: 461.270294
	Iteration 4F: 3 clusters Score -8781.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Entering Unmasked Estep 
Score: -260299.968750 Penalty: 377.196899
	Iteration 0F: 2 clusters Score -260300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -257596.218750 Penalty: 754.393799
	Iteration 0F: 3 clusters Score -257596.2 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -258479.187500 Penalty: 754.393799
	Iteration 1F: 3 clusters Score -258479.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -258538.484375 Penalty: 754.393799
	Iteration 2Q: 3 clusters Score -258538.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -258586.859375 Penalty: 754.393799
	Iteration 3Q: 3 clusters Score -258586.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -258631.468750 Penalty: 754.393799
	Iteration 4Q: 3 clusters Score -258631.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -258669.453125 Penalty: 754.393799
	Iteration 5Q: 3 clusters Score -258669.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -258696.546875 Penalty: 754.393799
	Iteration 6Q: 3 clusters Score -258696.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -258720.578125 Penalty: 754.393799
	Iteration 7Q: 3 clusters Score -258720.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -258739.765625 Penalty: 754.393799
	Iteration 8Q: 3 clusters Score -258739.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -258759.671875 Penalty: 754.393799
	Iteration 9Q: 3 clusters Score -258759.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -258787.328125 Penalty: 754.393799
	Iteration 10Q: 3 clusters Score -258787.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -258821.828125 Penalty: 754.393799
	Iteration 11Q: 3 clusters Score -258821.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -258868.781250 Penalty: 754.393799
	Iteration 12Q: 3 clusters Score -258868.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -258930.046875 Penalty: 754.393799
	Iteration 13Q: 3 clusters Score -258930 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -259036.859375 Penalty: 754.393799
	Iteration 14Q: 3 clusters Score -259036.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -259182.109375 Penalty: 754.393799
	Iteration 15Q: 3 clusters Score -259182.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -259329.109375 Penalty: 754.393799
	Iteration 16Q: 3 clusters Score -259329.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -259439.078125 Penalty: 754.393799
	Iteration 17Q: 3 clusters Score -259439.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -259548.812500 Penalty: 754.393799
	Iteration 18Q: 3 clusters Score -259548.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -259629.312500 Penalty: 754.393799
	Iteration 19Q: 3 clusters Score -259629.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -259691.562500 Penalty: 754.393799
	Iteration 20F: 3 clusters Score -259691.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -259743.640625 Penalty: 754.393799
	Iteration 21Q: 3 clusters Score -259743.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -259785.750000 Penalty: 754.393799
	Iteration 22Q: 3 clusters Score -259785.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -259829.343750 Penalty: 754.393799
	Iteration 23Q: 3 clusters Score -259829.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -259858.546875 Penalty: 754.393799
	Iteration 24Q: 3 clusters Score -259858.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -259887.843750 Penalty: 754.393799
	Iteration 25Q: 3 clusters Score -259887.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -259910.875000 Penalty: 754.393799
	Iteration 26Q: 3 clusters Score -259910.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -259928.718750 Penalty: 754.393799
	Iteration 27Q: 3 clusters Score -259928.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -259945.906250 Penalty: 754.393799
	Iteration 28Q: 3 clusters Score -259945.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -259960.359375 Penalty: 754.393799
	Iteration 29Q: 3 clusters Score -259960.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -259969.375000 Penalty: 754.393799
	Iteration 30Q: 3 clusters Score -259969.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -259974.218750 Penalty: 754.393799
	Iteration 31Q: 3 clusters Score -259974.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -259978.812500 Penalty: 754.393799
	Iteration 32Q: 3 clusters Score -259978.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -259982.984375 Penalty: 754.393799
	Iteration 33Q: 3 clusters Score -259983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -259987.062500 Penalty: 754.393799
	Iteration 34Q: 3 clusters Score -259987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -259988.281250 Penalty: 754.393799
	Iteration 35Q: 3 clusters Score -259988.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -259988.640625 Penalty: 754.393799
	Iteration 36Q: 3 clusters Score -259988.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -259988.750000 Penalty: 754.393799
	Iteration 37F: 3 clusters Score -259988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -259990.562500 Penalty: 754.393799
	Iteration 38Q: 3 clusters Score -259990.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -259990.968750 Penalty: 754.393799
	Iteration 39Q: 3 clusters Score -259991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -259990.968750 Penalty: 754.393799
	Iteration 40F: 3 clusters Score -259991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (62051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Entering Unmasked Estep 
Score: -4116105.250000 Penalty: 502.124908
	Iteration 0F: 2 clusters Score -4116105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -4074633.250000 Penalty: 1004.249817
	Iteration 0F: 3 clusters Score -4074633 nChanged 30180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -4093866.250000 Penalty: 1004.249817
	Iteration 1F: 3 clusters Score -4093866 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -4095898.500000 Penalty: 1004.249817
	Iteration 2F: 3 clusters Score -4095898 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -4099102.000000 Penalty: 1004.249817
	Iteration 3F: 3 clusters Score -4099102 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -4103623.000000 Penalty: 1004.249817
	Iteration 4F: 3 clusters Score -4103623 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -4108064.000000 Penalty: 1004.249817
	Iteration 5F: 3 clusters Score -4108064 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -4110769.500000 Penalty: 1004.249817
	Iteration 6F: 3 clusters Score -4110770 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -4111862.250000 Penalty: 1004.249817
	Iteration 7Q: 3 clusters Score -4111862 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -4112413.000000 Penalty: 1004.249817
	Iteration 8Q: 3 clusters Score -4112413 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -4112761.250000 Penalty: 1004.249817
	Iteration 9Q: 3 clusters Score -4112761 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -4112949.000000 Penalty: 1004.249817
	Iteration 10Q: 3 clusters Score -4112949 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -4113109.750000 Penalty: 1004.249817
	Iteration 11Q: 3 clusters Score -4113110 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -4113244.250000 Penalty: 1004.249817
	Iteration 12Q: 3 clusters Score -4113244 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -4113358.750000 Penalty: 1004.249817
	Iteration 13Q: 3 clusters Score -4113359 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -4113452.000000 Penalty: 1004.249817
	Iteration 14Q: 3 clusters Score -4113452 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -4113522.250000 Penalty: 1004.249817
	Iteration 15Q: 3 clusters Score -4113522 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -4113550.250000 Penalty: 1004.249817
	Iteration 16Q: 3 clusters Score -4113550 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -4113613.750000 Penalty: 1004.249817
	Iteration 17Q: 3 clusters Score -4113614 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -4113680.500000 Penalty: 1004.249817
	Iteration 18Q: 3 clusters Score -4113680 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -4113703.750000 Penalty: 1004.249817
	Iteration 19Q: 3 clusters Score -4113704 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -4113735.750000 Penalty: 1004.249817
	Iteration 20F: 3 clusters Score -4113736 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -4113762.750000 Penalty: 1004.249817
	Iteration 21Q: 3 clusters Score -4113763 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -4113780.750000 Penalty: 1004.249817
	Iteration 22Q: 3 clusters Score -4113781 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -4113797.750000 Penalty: 1004.249817
	Iteration 23Q: 3 clusters Score -4113798 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -4113814.000000 Penalty: 1004.249817
	Iteration 24Q: 3 clusters Score -4113814 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -4113829.750000 Penalty: 1004.249817
	Iteration 25Q: 3 clusters Score -4113830 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -4113842.000000 Penalty: 1004.249817
	Iteration 26Q: 3 clusters Score -4113842 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -4113836.000000 Penalty: 1004.249817
	Iteration 27Q: 3 clusters Score -4113836 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -4113846.000000 Penalty: 1004.249817
	Iteration 28Q: 3 clusters Score -4113846 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -4113851.500000 Penalty: 1004.249817
	Iteration 29Q: 3 clusters Score -4113852 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -4113858.500000 Penalty: 1004.249817
	Iteration 30Q: 3 clusters Score -4113858 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -4113874.750000 Penalty: 1004.249817
	Iteration 31Q: 3 clusters Score -4113875 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -4113866.000000 Penalty: 1004.249817
	Iteration 32Q: 3 clusters Score -4113866 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -4113878.000000 Penalty: 1004.249817
	Iteration 33Q: 3 clusters Score -4113878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -4113878.750000 Penalty: 1004.249817
	Iteration 34Q: 3 clusters Score -4113879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -4113869.750000 Penalty: 1004.249817
	Iteration 35Q: 3 clusters Score -4113870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -4113860.750000 Penalty: 1004.249817
	Iteration 36Q: 3 clusters Score -4113861 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -4113867.500000 Penalty: 1004.249817
	Iteration 37Q: 3 clusters Score -4113868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -4113860.250000 Penalty: 1004.249817
	Iteration 38Q: 3 clusters Score -4113860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -4113868.750000 Penalty: 1004.249817
	Iteration 39Q: 3 clusters Score -4113869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -4113870.750000 Penalty: 1004.249817
	Iteration 40F: 3 clusters Score -4113871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -4113876.750000 Penalty: 1004.249817
	Iteration 41Q: 3 clusters Score -4113877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -4113878.000000 Penalty: 1004.249817
	Iteration 42Q: 3 clusters Score -4113878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -4113875.250000 Penalty: 1004.249817
	Iteration 43Q: 3 clusters Score -4113875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -4113882.500000 Penalty: 1004.249817
	Iteration 44Q: 3 clusters Score -4113882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -4113878.500000 Penalty: 1004.249817
	Iteration 45Q: 3 clusters Score -4113878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -4113878.750000 Penalty: 1004.249817
	Iteration 46Q: 3 clusters Score -4113879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -4113877.000000 Penalty: 1004.249817
	Iteration 47Q: 3 clusters Score -4113877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -4113884.250000 Penalty: 1004.249817
	Iteration 48Q: 3 clusters Score -4113884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -4113875.500000 Penalty: 1004.249817
	Iteration 49Q: 3 clusters Score -4113876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -4113882.750000 Penalty: 1004.249817
	Iteration 50Q: 3 clusters Score -4113883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -4113883.250000 Penalty: 1004.249817
	Iteration 51Q: 3 clusters Score -4113883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -4113878.000000 Penalty: 1004.249817
	Iteration 52Q: 3 clusters Score -4113878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50397 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -4113881.000000 Penalty: 1004.249817
	Iteration 53Q: 3 clusters Score -4113881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -4113876.750000 Penalty: 1004.249817
	Iteration 54Q: 3 clusters Score -4113877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -4113881.250000 Penalty: 1004.249817
	Iteration 55Q: 3 clusters Score -4113881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -4113877.750000 Penalty: 1004.249817
	Iteration 56Q: 3 clusters Score -4113878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -4113872.750000 Penalty: 1004.249817
	Iteration 57Q: 3 clusters Score -4113873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -4113867.750000 Penalty: 1004.249817
	Iteration 58Q: 3 clusters Score -4113868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -4113866.750000 Penalty: 1004.249817
	Iteration 59Q: 3 clusters Score -4113867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -4113863.500000 Penalty: 1004.249817
	Iteration 60F: 3 clusters Score -4113864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -4113863.750000 Penalty: 1004.249817
	Iteration 61Q: 3 clusters Score -4113864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50302 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -4113867.750000 Penalty: 1004.249817
	Iteration 62Q: 3 clusters Score -4113868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -4113860.250000 Penalty: 1004.249817
	Iteration 63Q: 3 clusters Score -4113860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -4113857.500000 Penalty: 1004.249817
	Iteration 64Q: 3 clusters Score -4113858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -4113858.500000 Penalty: 1004.249817
	Iteration 65Q: 3 clusters Score -4113858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -4113864.250000 Penalty: 1004.249817
	Iteration 66Q: 3 clusters Score -4113864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -4113863.750000 Penalty: 1004.249817
	Iteration 67Q: 3 clusters Score -4113864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -4113864.250000 Penalty: 1004.249817
	Iteration 68Q: 3 clusters Score -4113864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -4113856.750000 Penalty: 1004.249817
	Iteration 69Q: 3 clusters Score -4113857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -4113859.250000 Penalty: 1004.249817
	Iteration 70Q: 3 clusters Score -4113859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -4113860.000000 Penalty: 1004.249817
	Iteration 71Q: 3 clusters Score -4113860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -4113856.500000 Penalty: 1004.249817
	Iteration 72Q: 3 clusters Score -4113856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50253 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -4113865.250000 Penalty: 1004.249817
	Iteration 73Q: 3 clusters Score -4113865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -4113858.250000 Penalty: 1004.249817
	Iteration 74Q: 3 clusters Score -4113858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -4113860.000000 Penalty: 1004.249817
	Iteration 75Q: 3 clusters Score -4113860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -4113860.750000 Penalty: 1004.249817
	Iteration 76Q: 3 clusters Score -4113861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -4113862.750000 Penalty: 1004.249817
	Iteration 77Q: 3 clusters Score -4113863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -4113862.750000 Penalty: 1004.249817
	Iteration 78Q: 3 clusters Score -4113863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -4113866.000000 Penalty: 1004.249817
	Iteration 79Q: 3 clusters Score -4113866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -4113868.000000 Penalty: 1004.249817
	Iteration 80F: 3 clusters Score -4113868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -4113867.250000 Penalty: 1004.249817
	Iteration 81Q: 3 clusters Score -4113867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -4113867.250000 Penalty: 1004.249817
	Iteration 82F: 3 clusters Score -4113867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (70524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70524 members 
Entering Unmasked Estep 
Score: -4658190.500000 Penalty: 507.948730
	Iteration 0F: 2 clusters Score -4658190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -4612076.500000 Penalty: 1015.897461
	Iteration 0F: 3 clusters Score -4612076 nChanged 34414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -4636993.500000 Penalty: 1015.897461
	Iteration 1F: 3 clusters Score -4636994 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -4643070.500000 Penalty: 1015.897461
	Iteration 2F: 3 clusters Score -4643070 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -4650132.500000 Penalty: 1015.897461
	Iteration 3F: 3 clusters Score -4650132 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -4653848.500000 Penalty: 1015.897461
	Iteration 4F: 3 clusters Score -4653848 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -4655153.500000 Penalty: 1015.897461
	Iteration 5Q: 3 clusters Score -4655154 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -4655889.500000 Penalty: 1015.897461
	Iteration 6Q: 3 clusters Score -4655890 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -4656281.500000 Penalty: 1015.897461
	Iteration 7Q: 3 clusters Score -4656282 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -4656516.500000 Penalty: 1015.897461
	Iteration 8Q: 3 clusters Score -4656516 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -4656673.500000 Penalty: 1015.897461
	Iteration 9Q: 3 clusters Score -4656674 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -4656761.500000 Penalty: 1015.897461
	Iteration 10Q: 3 clusters Score -4656762 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -4656787.000000 Penalty: 1015.897461
	Iteration 11Q: 3 clusters Score -4656787 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -4656810.500000 Penalty: 1015.897461
	Iteration 12Q: 3 clusters Score -4656810 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -4656822.500000 Penalty: 1015.897461
	Iteration 13Q: 3 clusters Score -4656822 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -4656851.000000 Penalty: 1015.897461
	Iteration 14Q: 3 clusters Score -4656851 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -4656855.500000 Penalty: 1015.897461
	Iteration 15Q: 3 clusters Score -4656856 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -4656899.500000 Penalty: 1015.897461
	Iteration 16Q: 3 clusters Score -4656900 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -4656903.500000 Penalty: 1015.897461
	Iteration 17Q: 3 clusters Score -4656904 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -4656887.500000 Penalty: 1015.897461
	Iteration 18Q: 3 clusters Score -4656888 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -4656897.000000 Penalty: 1015.897461
	Iteration 19Q: 3 clusters Score -4656897 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -4656907.500000 Penalty: 1015.897461
	Iteration 20F: 3 clusters Score -4656908 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -4656889.500000 Penalty: 1015.897461
	Iteration 21Q: 3 clusters Score -4656890 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -4656888.000000 Penalty: 1015.897461
	Iteration 22Q: 3 clusters Score -4656888 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -4656882.500000 Penalty: 1015.897461
	Iteration 23Q: 3 clusters Score -4656882 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -4656894.000000 Penalty: 1015.897461
	Iteration 24Q: 3 clusters Score -4656894 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -4656890.500000 Penalty: 1015.897461
	Iteration 25Q: 3 clusters Score -4656890 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -4656903.000000 Penalty: 1015.897461
	Iteration 26Q: 3 clusters Score -4656903 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -4656921.000000 Penalty: 1015.897461
	Iteration 27Q: 3 clusters Score -4656921 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -4656932.500000 Penalty: 1015.897461
	Iteration 28Q: 3 clusters Score -4656932 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -4656959.500000 Penalty: 1015.897461
	Iteration 29Q: 3 clusters Score -4656960 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -4656904.500000 Penalty: 1015.897461
	Iteration 30Q: 3 clusters Score -4656904 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -4656908.500000 Penalty: 1015.897461
	Iteration 31Q: 3 clusters Score -4656908 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -4656898.500000 Penalty: 1015.897461
	Iteration 32Q: 3 clusters Score -4656898 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -4656841.000000 Penalty: 1015.897461
	Iteration 33Q: 3 clusters Score -4656841 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -4656773.000000 Penalty: 1015.897461
	Iteration 34Q: 3 clusters Score -4656773 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -4656755.000000 Penalty: 1015.897461
	Iteration 35Q: 3 clusters Score -4656755 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -4656651.000000 Penalty: 1015.897461
	Iteration 36Q: 3 clusters Score -4656651 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -4656565.500000 Penalty: 1015.897461
	Iteration 37Q: 3 clusters Score -4656566 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -4656548.000000 Penalty: 1015.897461
	Iteration 38Q: 3 clusters Score -4656548 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -4656569.000000 Penalty: 1015.897461
	Iteration 39Q: 3 clusters Score -4656569 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -4656650.500000 Penalty: 1015.897461
	Iteration 40F: 3 clusters Score -4656650 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -4656698.500000 Penalty: 1015.897461
	Iteration 41Q: 3 clusters Score -4656698 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -4656710.000000 Penalty: 1015.897461
	Iteration 42Q: 3 clusters Score -4656710 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -4656770.500000 Penalty: 1015.897461
	Iteration 43Q: 3 clusters Score -4656770 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -4656842.500000 Penalty: 1015.897461
	Iteration 44Q: 3 clusters Score -4656842 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
Score: -4656822.500000 Penalty: 1015.897461
	Iteration 45Q: 3 clusters Score -4656822 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -4656894.000000 Penalty: 1015.897461
	Iteration 46Q: 3 clusters Score -4656894 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 55490 members 
Entering Unmasked Estep 
Score: -4656941.000000 Penalty: 1015.897461
	Iteration 47Q: 3 clusters Score -4656941 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -4656899.000000 Penalty: 1015.897461
	Iteration 48Q: 3 clusters Score -4656899 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
Score: -4656925.000000 Penalty: 1015.897461
	Iteration 49Q: 3 clusters Score -4656925 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -4656933.500000 Penalty: 1015.897461
	Iteration 50Q: 3 clusters Score -4656934 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 58157 members 
Entering Unmasked Estep 
Score: -4656935.500000 Penalty: 1015.897461
	Iteration 51Q: 3 clusters Score -4656936 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
Score: -4656943.500000 Penalty: 1015.897461
	Iteration 52Q: 3 clusters Score -4656944 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
Score: -4656912.500000 Penalty: 1015.897461
	Iteration 53Q: 3 clusters Score -4656912 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 59722 members 
Entering Unmasked Estep 
Score: -4656949.000000 Penalty: 1015.897461
	Iteration 54Q: 3 clusters Score -4656949 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 60174 members 
Entering Unmasked Estep 
Score: -4657002.000000 Penalty: 1015.897461
	Iteration 55Q: 3 clusters Score -4657002 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 60659 members 
Entering Unmasked Estep 
Score: -4657034.000000 Penalty: 1015.897461
	Iteration 56Q: 3 clusters Score -4657034 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 61166 members 
Entering Unmasked Estep 
Score: -4657094.000000 Penalty: 1015.897461
	Iteration 57Q: 3 clusters Score -4657094 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 61602 members 
Entering Unmasked Estep 
Score: -4657151.500000 Penalty: 1015.897461
	Iteration 58Q: 3 clusters Score -4657152 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 62056 members 
Entering Unmasked Estep 
Score: -4657257.000000 Penalty: 1015.897461
	Iteration 59Q: 3 clusters Score -4657257 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -4657372.500000 Penalty: 1015.897461
	Iteration 60F: 3 clusters Score -4657372 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
Score: -4657396.500000 Penalty: 1015.897461
	Iteration 61Q: 3 clusters Score -4657396 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -4657474.000000 Penalty: 1015.897461
	Iteration 62Q: 3 clusters Score -4657474 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -4657551.000000 Penalty: 1015.897461
	Iteration 63Q: 3 clusters Score -4657551 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -4657606.000000 Penalty: 1015.897461
	Iteration 64Q: 3 clusters Score -4657606 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 64526 members 
Entering Unmasked Estep 
Score: -4657663.500000 Penalty: 1015.897461
	Iteration 65Q: 3 clusters Score -4657664 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -4657687.500000 Penalty: 1015.897461
	Iteration 66Q: 3 clusters Score -4657688 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -4657757.000000 Penalty: 1015.897461
	Iteration 67Q: 3 clusters Score -4657757 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 65581 members 
Entering Unmasked Estep 
Score: -4657787.500000 Penalty: 1015.897461
	Iteration 68Q: 3 clusters Score -4657788 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 65949 members 
Entering Unmasked Estep 
Score: -4657792.000000 Penalty: 1015.897461
	Iteration 69Q: 3 clusters Score -4657792 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -4657794.500000 Penalty: 1015.897461
	Iteration 70Q: 3 clusters Score -4657794 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 66634 members 
Entering Unmasked Estep 
Score: -4657842.000000 Penalty: 1015.897461
	Iteration 71Q: 3 clusters Score -4657842 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 66984 members 
Entering Unmasked Estep 
Score: -4657830.000000 Penalty: 1015.897461
	Iteration 72Q: 3 clusters Score -4657830 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 67349 members 
Entering Unmasked Estep 
Score: -4657864.000000 Penalty: 1015.897461
	Iteration 73Q: 3 clusters Score -4657864 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 67719 members 
Entering Unmasked Estep 
Score: -4657897.000000 Penalty: 1015.897461
	Iteration 74Q: 3 clusters Score -4657897 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 68039 members 
Entering Unmasked Estep 
Score: -4657868.000000 Penalty: 1015.897461
	Iteration 75Q: 3 clusters Score -4657868 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -4657884.000000 Penalty: 1015.897461
	Iteration 76Q: 3 clusters Score -4657884 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -4657853.000000 Penalty: 1015.897461
	Iteration 77Q: 3 clusters Score -4657853 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 68762 members 
Entering Unmasked Estep 
Score: -4657843.000000 Penalty: 1015.897461
	Iteration 78Q: 3 clusters Score -4657843 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 68938 members 
Entering Unmasked Estep 
Score: -4657849.000000 Penalty: 1015.897461
	Iteration 79Q: 3 clusters Score -4657849 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 69100 members 
Entering Unmasked Estep 
Score: -4657824.500000 Penalty: 1015.897461
	Iteration 80F: 3 clusters Score -4657824 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 69244 members 
Entering Unmasked Estep 
Score: -4657839.000000 Penalty: 1015.897461
	Iteration 81Q: 3 clusters Score -4657839 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -4657843.000000 Penalty: 1015.897461
	Iteration 82Q: 3 clusters Score -4657843 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 69488 members 
Entering Unmasked Estep 
Score: -4657832.000000 Penalty: 1015.897461
	Iteration 83Q: 3 clusters Score -4657832 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 69598 members 
Entering Unmasked Estep 
Score: -4657852.500000 Penalty: 1015.897461
	Iteration 84Q: 3 clusters Score -4657852 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 69678 members 
Entering Unmasked Estep 
Score: -4657857.500000 Penalty: 1015.897461
	Iteration 85Q: 3 clusters Score -4657858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 69735 members 
Entering Unmasked Estep 
Score: -4657862.500000 Penalty: 1015.897461
	Iteration 86Q: 3 clusters Score -4657862 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -4657858.500000 Penalty: 1015.897461
	Iteration 87Q: 3 clusters Score -4657858 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 69842 members 
Entering Unmasked Estep 
Score: -4657851.000000 Penalty: 1015.897461
	Iteration 88Q: 3 clusters Score -4657851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 69879 members 
Entering Unmasked Estep 
Score: -4657847.500000 Penalty: 1015.897461
	Iteration 89Q: 3 clusters Score -4657848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 69907 members 
Entering Unmasked Estep 
Score: -4657844.000000 Penalty: 1015.897461
	Iteration 90Q: 3 clusters Score -4657844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 69938 members 
Entering Unmasked Estep 
Score: -4657852.000000 Penalty: 1015.897461
	Iteration 91Q: 3 clusters Score -4657852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 69970 members 
Entering Unmasked Estep 
Score: -4657853.000000 Penalty: 1015.897461
	Iteration 92Q: 3 clusters Score -4657853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -4657855.500000 Penalty: 1015.897461
	Iteration 93Q: 3 clusters Score -4657856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
Score: -4657864.000000 Penalty: 1015.897461
	Iteration 94Q: 3 clusters Score -4657864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 70010 members 
Entering Unmasked Estep 
Score: -4657867.000000 Penalty: 1015.897461
	Iteration 95Q: 3 clusters Score -4657867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 70021 members 
Entering Unmasked Estep 
Score: -4657871.000000 Penalty: 1015.897461
	Iteration 96Q: 3 clusters Score -4657871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 70038 members 
Entering Unmasked Estep 
Score: -4657869.000000 Penalty: 1015.897461
	Iteration 97Q: 3 clusters Score -4657869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 70054 members 
Entering Unmasked Estep 
Score: -4657875.500000 Penalty: 1015.897461
	Iteration 98Q: 3 clusters Score -4657876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -4657875.000000 Penalty: 1015.897461
	Iteration 99Q: 3 clusters Score -4657875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 70085 members 
Entering Unmasked Estep 
Score: -4657874.000000 Penalty: 1015.897461
	Iteration 100F: 3 clusters Score -4657874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 70093 members 
Entering Unmasked Estep 
Score: -4657879.500000 Penalty: 1015.897461
	Iteration 101Q: 3 clusters Score -4657880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 70102 members 
Entering Unmasked Estep 
Score: -4657868.000000 Penalty: 1015.897461
	Iteration 102Q: 3 clusters Score -4657868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 70106 members 
Entering Unmasked Estep 
Score: -4657870.000000 Penalty: 1015.897461
	Iteration 103Q: 3 clusters Score -4657870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -4657871.500000 Penalty: 1015.897461
	Iteration 104Q: 3 clusters Score -4657872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -4657864.500000 Penalty: 1015.897461
	Iteration 105Q: 3 clusters Score -4657864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 70117 members 
Entering Unmasked Estep 
Score: -4657865.000000 Penalty: 1015.897461
	Iteration 106Q: 3 clusters Score -4657865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 70118 members 
Entering Unmasked Estep 
Score: -4657868.000000 Penalty: 1015.897461
	Iteration 107Q: 3 clusters Score -4657868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 70118 members 
Entering Unmasked Estep 
Score: -4657868.000000 Penalty: 1015.897461
	Iteration 108F: 3 clusters Score -4657868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Entering Unmasked Estep 
Score: -667768.937500 Penalty: 419.779297
	Iteration 0F: 2 clusters Score -667768.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -660982.812500 Penalty: 839.558594
	Iteration 0F: 3 clusters Score -660982.8 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -663590.937500 Penalty: 839.558594
	Iteration 1F: 3 clusters Score -663590.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -663720.312500 Penalty: 839.558594
	Iteration 2Q: 3 clusters Score -663720.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -663869.375000 Penalty: 839.558594
	Iteration 3Q: 3 clusters Score -663869.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -664037.937500 Penalty: 839.558594
	Iteration 4Q: 3 clusters Score -664037.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -664255.375000 Penalty: 839.558594
	Iteration 5Q: 3 clusters Score -664255.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -664582.625000 Penalty: 839.558594
	Iteration 6Q: 3 clusters Score -664582.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -664986.437500 Penalty: 839.558594
	Iteration 7F: 3 clusters Score -664986.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -665316.062500 Penalty: 839.558594
	Iteration 8F: 3 clusters Score -665316.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -665494.125000 Penalty: 839.558594
	Iteration 9Q: 3 clusters Score -665494.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -665547.812500 Penalty: 839.558594
	Iteration 10Q: 3 clusters Score -665547.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -665564.625000 Penalty: 839.558594
	Iteration 11Q: 3 clusters Score -665564.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -665576.125000 Penalty: 839.558594
	Iteration 12Q: 3 clusters Score -665576.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -665584.875000 Penalty: 839.558594
	Iteration 13Q: 3 clusters Score -665584.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -665593.187500 Penalty: 839.558594
	Iteration 14Q: 3 clusters Score -665593.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -665598.937500 Penalty: 839.558594
	Iteration 15Q: 3 clusters Score -665598.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -665602.687500 Penalty: 839.558594
	Iteration 16Q: 3 clusters Score -665602.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -665607.562500 Penalty: 839.558594
	Iteration 17Q: 3 clusters Score -665607.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -665613.500000 Penalty: 839.558594
	Iteration 18Q: 3 clusters Score -665613.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -665617.437500 Penalty: 839.558594
	Iteration 19Q: 3 clusters Score -665617.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -665623.437500 Penalty: 839.558594
	Iteration 20F: 3 clusters Score -665623.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -665626.312500 Penalty: 839.558594
	Iteration 21Q: 3 clusters Score -665626.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -665630.250000 Penalty: 839.558594
	Iteration 22Q: 3 clusters Score -665630.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -665636.250000 Penalty: 839.558594
	Iteration 23Q: 3 clusters Score -665636.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -665641.187500 Penalty: 839.558594
	Iteration 24Q: 3 clusters Score -665641.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -665645.375000 Penalty: 839.558594
	Iteration 25Q: 3 clusters Score -665645.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -665653.312500 Penalty: 839.558594
	Iteration 26Q: 3 clusters Score -665653.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -665659.125000 Penalty: 839.558594
	Iteration 27Q: 3 clusters Score -665659.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -665666.125000 Penalty: 839.558594
	Iteration 28Q: 3 clusters Score -665666.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -665676.000000 Penalty: 839.558594
	Iteration 29Q: 3 clusters Score -665676 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -665691.687500 Penalty: 839.558594
	Iteration 30Q: 3 clusters Score -665691.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -665708.312500 Penalty: 839.558594
	Iteration 31Q: 3 clusters Score -665708.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -665727.375000 Penalty: 839.558594
	Iteration 32Q: 3 clusters Score -665727.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -665750.875000 Penalty: 839.558594
	Iteration 33Q: 3 clusters Score -665750.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -665773.500000 Penalty: 839.558594
	Iteration 34Q: 3 clusters Score -665773.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -665803.187500 Penalty: 839.558594
	Iteration 35Q: 3 clusters Score -665803.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -665836.000000 Penalty: 839.558594
	Iteration 36Q: 3 clusters Score -665836 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -665886.312500 Penalty: 839.558594
	Iteration 37Q: 3 clusters Score -665886.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -665953.125000 Penalty: 839.558594
	Iteration 38Q: 3 clusters Score -665953.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -666019.812500 Penalty: 839.558594
	Iteration 39Q: 3 clusters Score -666019.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -666097.937500 Penalty: 839.558594
	Iteration 40F: 3 clusters Score -666097.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -666174.000000 Penalty: 839.558594
	Iteration 41Q: 3 clusters Score -666174 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -666254.937500 Penalty: 839.558594
	Iteration 42Q: 3 clusters Score -666254.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -666336.312500 Penalty: 839.558594
	Iteration 43Q: 3 clusters Score -666336.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -666422.437500 Penalty: 839.558594
	Iteration 44Q: 3 clusters Score -666422.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -666510.437500 Penalty: 839.558594
	Iteration 45Q: 3 clusters Score -666510.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -666602.562500 Penalty: 839.558594
	Iteration 46Q: 3 clusters Score -666602.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -666682.937500 Penalty: 839.558594
	Iteration 47Q: 3 clusters Score -666682.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -666758.062500 Penalty: 839.558594
	Iteration 48Q: 3 clusters Score -666758.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -666833.750000 Penalty: 839.558594
	Iteration 49Q: 3 clusters Score -666833.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -666907.000000 Penalty: 839.558594
	Iteration 50Q: 3 clusters Score -666907 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -666983.250000 Penalty: 839.558594
	Iteration 51Q: 3 clusters Score -666983.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -667061.750000 Penalty: 839.558594
	Iteration 52Q: 3 clusters Score -667061.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -667155.562500 Penalty: 839.558594
	Iteration 53Q: 3 clusters Score -667155.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -667242.250000 Penalty: 839.558594
	Iteration 54Q: 3 clusters Score -667242.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -667291.562500 Penalty: 839.558594
	Iteration 55Q: 3 clusters Score -667291.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -667337.312500 Penalty: 839.558594
	Iteration 56Q: 3 clusters Score -667337.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -667370.687500 Penalty: 839.558594
	Iteration 57Q: 3 clusters Score -667370.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -667386.562500 Penalty: 839.558594
	Iteration 58Q: 3 clusters Score -667386.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -667390.625000 Penalty: 839.558594
	Iteration 59Q: 3 clusters Score -667390.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -667392.562500 Penalty: 839.558594
	Iteration 60F: 3 clusters Score -667392.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -667395.250000 Penalty: 839.558594
	Iteration 61Q: 3 clusters Score -667395.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -667396.312500 Penalty: 839.558594
	Iteration 62Q: 3 clusters Score -667396.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -667398.187500 Penalty: 839.558594
	Iteration 63Q: 3 clusters Score -667398.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -667403.687500 Penalty: 839.558594
	Iteration 64Q: 3 clusters Score -667403.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -667406.562500 Penalty: 839.558594
	Iteration 65Q: 3 clusters Score -667406.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -667413.312500 Penalty: 839.558594
	Iteration 66Q: 3 clusters Score -667413.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -667418.562500 Penalty: 839.558594
	Iteration 67Q: 3 clusters Score -667418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -667420.500000 Penalty: 839.558594
	Iteration 68Q: 3 clusters Score -667420.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -667423.062500 Penalty: 839.558594
	Iteration 69Q: 3 clusters Score -667423.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -667423.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -667423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -667424.437500 Penalty: 839.558594
	Iteration 72Q: 3 clusters Score -667424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -667423.937500 Penalty: 839.558594
	Iteration 73Q: 3 clusters Score -667423.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -667423.937500 Penalty: 839.558594
	Iteration 74F: 3 clusters Score -667423.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66546 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21441 members 
Mstep: Class 6 contains 2867 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48367 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 18783 members 
Mstep: Class 14 contains 801 members 
Mstep: Class 15 contains 63047 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 26428 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 28023 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 79129 members 
Mstep: Class 28 contains 34084 members 
Mstep: Class 29 contains 4110 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 3984 members 
Mstep: Class 32 contains 62051 members 
Mstep: Class 33 contains 70524 members 
Mstep: Class 34 contains 10157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35852856.000000 Penalty: 20529.908203
Iteration 279Q: 35 clusters Score -3.585286e+07 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66543 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21441 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 2632 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48855 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1330 members 
Mstep: Class 13 contains 18782 members 
Mstep: Class 14 contains 802 members 
Mstep: Class 15 contains 62725 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 15989 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 26908 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 27380 members 
Mstep: Class 24 contains 8613 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 80677 members 
Mstep: Class 28 contains 33891 members 
Mstep: Class 29 contains 4011 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4003 members 
Mstep: Class 32 contains 61399 members 
Mstep: Class 33 contains 70629 members 
Mstep: Class 34 contains 10129 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 280F: 35 clusters Score -3.585414e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66516 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 21432 members 
Mstep: Class 6 contains 2337 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2623 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48661 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1326 members 
Mstep: Class 13 contains 18770 members 
Mstep: Class 14 contains 807 members 
Mstep: Class 15 contains 62458 members 
Mstep: Class 16 contains 815 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 16124 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 27335 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 26743 members 
Mstep: Class 24 contains 9239 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81747 members 
Mstep: Class 28 contains 33699 members 
Mstep: Class 29 contains 3928 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4019 members 
Mstep: Class 32 contains 60441 members 
Mstep: Class 33 contains 71060 members 
Mstep: Class 34 contains 10111 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 281Q: 35 clusters Score -3.585437e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66491 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 21427 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48436 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 18769 members 
Mstep: Class 14 contains 810 members 
Mstep: Class 15 contains 62180 members 
Mstep: Class 16 contains 785 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 16185 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 27805 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 26084 members 
Mstep: Class 24 contains 9825 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 82805 members 
Mstep: Class 28 contains 33537 members 
Mstep: Class 29 contains 3831 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4027 members 
Mstep: Class 32 contains 59168 members 
Mstep: Class 33 contains 71889 members 
Mstep: Class 34 contains 10101 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 282Q: 35 clusters Score -3.585441e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66481 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 758 members 
Mstep: Class 5 contains 21425 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 48201 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1330 members 
Mstep: Class 13 contains 18769 members 
Mstep: Class 14 contains 813 members 
Mstep: Class 15 contains 61971 members 
Mstep: Class 16 contains 765 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 16235 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 28273 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 25406 members 
Mstep: Class 24 contains 10456 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 83681 members 
Mstep: Class 28 contains 33333 members 
Mstep: Class 29 contains 3744 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4034 members 
Mstep: Class 32 contains 57543 members 
Mstep: Class 33 contains 73139 members 
Mstep: Class 34 contains 10094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854144.000000 Penalty: 20529.908203
Iteration 283Q: 35 clusters Score -3.585414e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66474 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 756 members 
Mstep: Class 5 contains 21424 members 
Mstep: Class 6 contains 1669 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2607 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47980 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1330 members 
Mstep: Class 13 contains 18768 members 
Mstep: Class 14 contains 815 members 
Mstep: Class 15 contains 61880 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 16270 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 28744 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 24753 members 
Mstep: Class 24 contains 11080 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 84285 members 
Mstep: Class 28 contains 33143 members 
Mstep: Class 29 contains 3628 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4039 members 
Mstep: Class 32 contains 55894 members 
Mstep: Class 33 contains 74591 members 
Mstep: Class 34 contains 10080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35853980.000000 Penalty: 20529.908203
Iteration 284Q: 35 clusters Score -3.585398e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66466 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 754 members 
Mstep: Class 5 contains 21423 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2597 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47765 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1329 members 
Mstep: Class 13 contains 18769 members 
Mstep: Class 14 contains 815 members 
Mstep: Class 15 contains 61866 members 
Mstep: Class 16 contains 710 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 16293 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 29209 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 24203 members 
Mstep: Class 24 contains 11667 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 84595 members 
Mstep: Class 28 contains 32969 members 
Mstep: Class 29 contains 3515 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4053 members 
Mstep: Class 32 contains 54345 members 
Mstep: Class 33 contains 76082 members 
Mstep: Class 34 contains 10065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854340.000000 Penalty: 20529.908203
Iteration 285Q: 35 clusters Score -3.585434e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66472 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 747 members 
Mstep: Class 5 contains 21426 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47540 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1330 members 
Mstep: Class 13 contains 18772 members 
Mstep: Class 14 contains 815 members 
Mstep: Class 15 contains 61885 members 
Mstep: Class 16 contains 688 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 16304 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 29687 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 23919 members 
Mstep: Class 24 contains 12112 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 84524 members 
Mstep: Class 28 contains 32798 members 
Mstep: Class 29 contains 3423 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4065 members 
Mstep: Class 32 contains 52820 members 
Mstep: Class 33 contains 77668 members 
Mstep: Class 34 contains 10049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854736.000000 Penalty: 20529.908203
Iteration 286Q: 35 clusters Score -3.585474e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66478 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 741 members 
Mstep: Class 5 contains 21430 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2569 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47353 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 18772 members 
Mstep: Class 14 contains 814 members 
Mstep: Class 15 contains 61915 members 
Mstep: Class 16 contains 675 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 16297 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 30145 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 23858 members 
Mstep: Class 24 contains 12481 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 84124 members 
Mstep: Class 28 contains 32639 members 
Mstep: Class 29 contains 3348 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4076 members 
Mstep: Class 32 contains 51353 members 
Mstep: Class 33 contains 79287 members 
Mstep: Class 34 contains 10049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855328.000000 Penalty: 20529.908203
Iteration 287Q: 35 clusters Score -3.585533e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66494 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 734 members 
Mstep: Class 5 contains 21431 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47188 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1328 members 
Mstep: Class 13 contains 18772 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 61992 members 
Mstep: Class 16 contains 665 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 16264 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 30603 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 23992 members 
Mstep: Class 24 contains 12734 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 83680 members 
Mstep: Class 28 contains 32453 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4084 members 
Mstep: Class 32 contains 49881 members 
Mstep: Class 33 contains 80867 members 
Mstep: Class 34 contains 10055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855460.000000 Penalty: 20529.908203
Iteration 288Q: 35 clusters Score -3.585546e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66512 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 719 members 
Mstep: Class 5 contains 21433 members 
Mstep: Class 6 contains 1052 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 2542 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 47076 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1325 members 
Mstep: Class 13 contains 18772 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 62254 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 16233 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 31029 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 24265 members 
Mstep: Class 24 contains 12870 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 83020 members 
Mstep: Class 28 contains 32236 members 
Mstep: Class 29 contains 3128 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4098 members 
Mstep: Class 32 contains 48416 members 
Mstep: Class 33 contains 82445 members 
Mstep: Class 34 contains 10052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855884.000000 Penalty: 20529.908203
Iteration 289Q: 35 clusters Score -3.585588e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66532 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 703 members 
Mstep: Class 5 contains 21433 members 
Mstep: Class 6 contains 993 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 2529 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46994 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 18774 members 
Mstep: Class 14 contains 810 members 
Mstep: Class 15 contains 62617 members 
Mstep: Class 16 contains 662 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 16195 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 31436 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 24624 members 
Mstep: Class 24 contains 12938 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 82069 members 
Mstep: Class 28 contains 32027 members 
Mstep: Class 29 contains 3039 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4116 members 
Mstep: Class 32 contains 47058 members 
Mstep: Class 33 contains 84033 members 
Mstep: Class 34 contains 10047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35856656.000000 Penalty: 20529.908203
Iteration 290Q: 35 clusters Score -3.585666e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66547 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 696 members 
Mstep: Class 5 contains 21433 members 
Mstep: Class 6 contains 951 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 2513 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46902 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 18774 members 
Mstep: Class 14 contains 809 members 
Mstep: Class 15 contains 62985 members 
Mstep: Class 16 contains 655 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 16154 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 31837 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 25150 members 
Mstep: Class 24 contains 12851 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81270 members 
Mstep: Class 28 contains 31799 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4132 members 
Mstep: Class 32 contains 45862 members 
Mstep: Class 33 contains 85332 members 
Mstep: Class 34 contains 10036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35857336.000000 Penalty: 20529.908203
Iteration 291Q: 35 clusters Score -3.585734e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66549 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 690 members 
Mstep: Class 5 contains 21433 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 2497 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46845 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 18774 members 
Mstep: Class 14 contains 809 members 
Mstep: Class 15 contains 63341 members 
Mstep: Class 16 contains 649 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 16056 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 32270 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 25725 members 
Mstep: Class 24 contains 12598 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 80537 members 
Mstep: Class 28 contains 31558 members 
Mstep: Class 29 contains 2869 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4149 members 
Mstep: Class 32 contains 44928 members 
Mstep: Class 33 contains 86403 members 
Mstep: Class 34 contains 10028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35857680.000000 Penalty: 20529.908203
Iteration 292Q: 35 clusters Score -3.585768e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66550 members 
Mstep: Class 3 contains 3863 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 21435 members 
Mstep: Class 6 contains 905 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 2487 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46800 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 18774 members 
Mstep: Class 14 contains 809 members 
Mstep: Class 15 contains 63828 members 
Mstep: Class 16 contains 639 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 15952 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 32733 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 26362 members 
Mstep: Class 24 contains 12239 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 79785 members 
Mstep: Class 28 contains 31293 members 
Mstep: Class 29 contains 2797 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4160 members 
Mstep: Class 32 contains 44144 members 
Mstep: Class 33 contains 87228 members 
Mstep: Class 34 contains 10026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35857972.000000 Penalty: 20529.908203
Iteration 293Q: 35 clusters Score -3.585797e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66559 members 
Mstep: Class 3 contains 3863 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 21436 members 
Mstep: Class 6 contains 887 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 2474 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46736 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 18773 members 
Mstep: Class 14 contains 807 members 
Mstep: Class 15 contains 64371 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 15850 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 33165 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 27035 members 
Mstep: Class 24 contains 11805 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 79119 members 
Mstep: Class 28 contains 31051 members 
Mstep: Class 29 contains 2731 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4176 members 
Mstep: Class 32 contains 43544 members 
Mstep: Class 33 contains 87795 members 
Mstep: Class 34 contains 10020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35858156.000000 Penalty: 20529.908203
Iteration 294Q: 35 clusters Score -3.585816e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66567 members 
Mstep: Class 3 contains 3863 members 
Mstep: Class 4 contains 670 members 
Mstep: Class 5 contains 21434 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2457 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46668 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 18775 members 
Mstep: Class 14 contains 806 members 
Mstep: Class 15 contains 64777 members 
Mstep: Class 16 contains 601 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 15767 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 33636 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 27667 members 
Mstep: Class 24 contains 11290 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 78661 members 
Mstep: Class 28 contains 30806 members 
Mstep: Class 29 contains 2668 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4187 members 
Mstep: Class 32 contains 43079 members 
Mstep: Class 33 contains 88228 members 
Mstep: Class 34 contains 10016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35858332.000000 Penalty: 20529.908203
Iteration 295Q: 35 clusters Score -3.585833e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66575 members 
Mstep: Class 3 contains 3863 members 
Mstep: Class 4 contains 663 members 
Mstep: Class 5 contains 21434 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46596 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 18775 members 
Mstep: Class 14 contains 806 members 
Mstep: Class 15 contains 65201 members 
Mstep: Class 16 contains 589 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 34110 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 28209 members 
Mstep: Class 24 contains 10791 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 78256 members 
Mstep: Class 28 contains 30623 members 
Mstep: Class 29 contains 2603 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4196 members 
Mstep: Class 32 contains 42661 members 
Mstep: Class 33 contains 88551 members 
Mstep: Class 34 contains 10016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35858420.000000 Penalty: 20529.908203
Iteration 296Q: 35 clusters Score -3.585842e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66584 members 
Mstep: Class 3 contains 3864 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 21433 members 
Mstep: Class 6 contains 858 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2422 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46512 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 13 contains 18775 members 
Mstep: Class 14 contains 806 members 
Mstep: Class 15 contains 65636 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 15585 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 34605 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 28705 members 
Mstep: Class 24 contains 10307 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 77786 members 
Mstep: Class 28 contains 30474 members 
Mstep: Class 29 contains 2534 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4213 members 
Mstep: Class 32 contains 42322 members 
Mstep: Class 33 contains 88815 members 
Mstep: Class 34 contains 10013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35858524.000000 Penalty: 20529.908203
Iteration 297Q: 35 clusters Score -3.585852e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66596 members 
Mstep: Class 3 contains 3864 members 
Mstep: Class 4 contains 659 members 
Mstep: Class 5 contains 21431 members 
Mstep: Class 6 contains 852 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2407 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46453 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 18775 members 
Mstep: Class 14 contains 806 members 
Mstep: Class 15 contains 65998 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 15514 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 35095 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 29163 members 
Mstep: Class 24 contains 9888 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 77427 members 
Mstep: Class 28 contains 30315 members 
Mstep: Class 29 contains 2463 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4233 members 
Mstep: Class 32 contains 42068 members 
Mstep: Class 33 contains 88891 members 
Mstep: Class 34 contains 10025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35858844.000000 Penalty: 20529.908203
Iteration 298Q: 35 clusters Score -3.585884e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66605 members 
Mstep: Class 3 contains 3864 members 
Mstep: Class 4 contains 656 members 
Mstep: Class 5 contains 21430 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2395 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46374 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 18775 members 
Mstep: Class 14 contains 805 members 
Mstep: Class 15 contains 66421 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 15447 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 35578 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 29599 members 
Mstep: Class 24 contains 9505 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 77117 members 
Mstep: Class 28 contains 30137 members 
Mstep: Class 29 contains 2389 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4245 members 
Mstep: Class 32 contains 41901 members 
Mstep: Class 33 contains 88759 members 
Mstep: Class 34 contains 10073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35858852.000000 Penalty: 20529.908203
Iteration 299Q: 35 clusters Score -3.585885e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66612 members 
Mstep: Class 3 contains 3864 members 
Mstep: Class 4 contains 654 members 
Mstep: Class 5 contains 21428 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46321 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 18775 members 
Mstep: Class 14 contains 805 members 
Mstep: Class 15 contains 66866 members 
Mstep: Class 16 contains 540 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 15378 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 36046 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 29970 members 
Mstep: Class 24 contains 9158 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 76817 members 
Mstep: Class 28 contains 29973 members 
Mstep: Class 29 contains 2333 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4264 members 
Mstep: Class 32 contains 41783 members 
Mstep: Class 33 contains 88547 members 
Mstep: Class 34 contains 10122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35858792.000000 Penalty: 20529.908203
Iteration 300F: 35 clusters Score -3.585879e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66623 members 
Mstep: Class 3 contains 3865 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 21426 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2367 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46257 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 18776 members 
Mstep: Class 14 contains 805 members 
Mstep: Class 15 contains 67286 members 
Mstep: Class 16 contains 527 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 15313 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 36514 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 30273 members 
Mstep: Class 24 contains 8879 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 76512 members 
Mstep: Class 28 contains 29821 members 
Mstep: Class 29 contains 2306 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4281 members 
Mstep: Class 32 contains 41747 members 
Mstep: Class 33 contains 88267 members 
Mstep: Class 34 contains 10160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35858740.000000 Penalty: 20529.908203
Iteration 301Q: 35 clusters Score -3.585874e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66631 members 
Mstep: Class 3 contains 3866 members 
Mstep: Class 4 contains 638 members 
Mstep: Class 5 contains 21425 members 
Mstep: Class 6 contains 855 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2360 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46223 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 18778 members 
Mstep: Class 14 contains 805 members 
Mstep: Class 15 contains 67672 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 15229 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 36992 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 30505 members 
Mstep: Class 24 contains 8628 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 76241 members 
Mstep: Class 28 contains 29707 members 
Mstep: Class 29 contains 2249 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4290 members 
Mstep: Class 32 contains 41791 members 
Mstep: Class 33 contains 87904 members 
Mstep: Class 34 contains 10204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35858916.000000 Penalty: 20529.908203
Iteration 302Q: 35 clusters Score -3.585892e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66635 members 
Mstep: Class 3 contains 3867 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 21423 members 
Mstep: Class 6 contains 854 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46198 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 18782 members 
Mstep: Class 14 contains 805 members 
Mstep: Class 15 contains 68097 members 
Mstep: Class 16 contains 507 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 15142 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 37468 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 30674 members 
Mstep: Class 24 contains 8426 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 75916 members 
Mstep: Class 28 contains 29575 members 
Mstep: Class 29 contains 2214 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4299 members 
Mstep: Class 32 contains 41871 members 
Mstep: Class 33 contains 87536 members 
Mstep: Class 34 contains 10239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35858768.000000 Penalty: 20529.908203
Iteration 303Q: 35 clusters Score -3.585877e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66637 members 
Mstep: Class 3 contains 3868 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 21421 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46144 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 18784 members 
Mstep: Class 14 contains 804 members 
Mstep: Class 15 contains 68554 members 
Mstep: Class 16 contains 490 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 15037 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 37958 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 30802 members 
Mstep: Class 24 contains 8278 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 75680 members 
Mstep: Class 28 contains 29446 members 
Mstep: Class 29 contains 2178 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4305 members 
Mstep: Class 32 contains 41954 members 
Mstep: Class 33 contains 87064 members 
Mstep: Class 34 contains 10279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35858932.000000 Penalty: 20529.908203
Iteration 304Q: 35 clusters Score -3.585893e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66638 members 
Mstep: Class 3 contains 3869 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 21419 members 
Mstep: Class 6 contains 858 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 2337 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46106 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 18786 members 
Mstep: Class 14 contains 803 members 
Mstep: Class 15 contains 68969 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 14971 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 38387 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 30815 members 
Mstep: Class 24 contains 8179 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 75627 members 
Mstep: Class 28 contains 29323 members 
Mstep: Class 29 contains 2146 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4307 members 
Mstep: Class 32 contains 42120 members 
Mstep: Class 33 contains 86414 members 
Mstep: Class 34 contains 10327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35858908.000000 Penalty: 20529.908203
Iteration 305Q: 35 clusters Score -3.585891e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66642 members 
Mstep: Class 3 contains 3870 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 21418 members 
Mstep: Class 6 contains 858 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46063 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 18791 members 
Mstep: Class 14 contains 802 members 
Mstep: Class 15 contains 69431 members 
Mstep: Class 16 contains 458 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 14933 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 38830 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 30788 members 
Mstep: Class 24 contains 8124 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 75486 members 
Mstep: Class 28 contains 29167 members 
Mstep: Class 29 contains 2122 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4307 members 
Mstep: Class 32 contains 42309 members 
Mstep: Class 33 contains 85771 members 
Mstep: Class 34 contains 10372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35859152.000000 Penalty: 20529.908203
Iteration 306Q: 35 clusters Score -3.585915e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66649 members 
Mstep: Class 3 contains 3871 members 
Mstep: Class 4 contains 624 members 
Mstep: Class 5 contains 21413 members 
Mstep: Class 6 contains 855 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 46000 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 18791 members 
Mstep: Class 14 contains 801 members 
Mstep: Class 15 contains 69831 members 
Mstep: Class 16 contains 446 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 14919 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 39306 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 30710 members 
Mstep: Class 24 contains 8090 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 75362 members 
Mstep: Class 28 contains 29032 members 
Mstep: Class 29 contains 2098 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4308 members 
Mstep: Class 32 contains 42466 members 
Mstep: Class 33 contains 85177 members 
Mstep: Class 34 contains 10426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35859456.000000 Penalty: 20529.908203
Iteration 307Q: 35 clusters Score -3.585946e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66647 members 
Mstep: Class 3 contains 3872 members 
Mstep: Class 4 contains 624 members 
Mstep: Class 5 contains 21411 members 
Mstep: Class 6 contains 852 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2321 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45944 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 18791 members 
Mstep: Class 14 contains 799 members 
Mstep: Class 15 contains 70216 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 14928 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 39813 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 30618 members 
Mstep: Class 24 contains 8091 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 75320 members 
Mstep: Class 28 contains 28895 members 
Mstep: Class 29 contains 2065 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4312 members 
Mstep: Class 32 contains 42649 members 
Mstep: Class 33 contains 84428 members 
Mstep: Class 34 contains 10464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 599.359924 but Gain 603.820312
Score: -35859664.000000 Penalty: 19926.087891
Iteration 308Q: 34 clusters Score -3.585966e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66649 members 
Mstep: Class 3 contains 3872 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 21411 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 1692 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45915 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 18791 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 70524 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 14946 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 40382 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 30652 members 
Mstep: Class 24 contains 8121 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 75208 members 
Mstep: Class 28 contains 28765 members 
Mstep: Class 29 contains 2038 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4323 members 
Mstep: Class 32 contains 42899 members 
Mstep: Class 33 contains 83905 members 
Mstep: Class 34 contains 10497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35860436.000000 Penalty: 19926.087891
Iteration 309Q: 34 clusters Score -3.586044e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66650 members 
Mstep: Class 3 contains 3872 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 21412 members 
Mstep: Class 6 contains 865 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2315 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45875 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 18793 members 
Mstep: Class 14 contains 793 members 
Mstep: Class 15 contains 70938 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 14986 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 40943 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 30550 members 
Mstep: Class 24 contains 8183 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 75013 members 
Mstep: Class 28 contains 28609 members 
Mstep: Class 29 contains 1970 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4337 members 
Mstep: Class 32 contains 43090 members 
Mstep: Class 33 contains 83148 members 
Mstep: Class 34 contains 10532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35860580.000000 Penalty: 19926.087891
Iteration 310Q: 34 clusters Score -3.586058e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66654 members 
Mstep: Class 3 contains 3873 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 21413 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2310 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45813 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 18796 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 71203 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 15046 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 41562 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 30363 members 
Mstep: Class 24 contains 8249 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 74998 members 
Mstep: Class 28 contains 28505 members 
Mstep: Class 29 contains 1930 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4354 members 
Mstep: Class 32 contains 43282 members 
Mstep: Class 33 contains 82309 members 
Mstep: Class 34 contains 10554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35860668.000000 Penalty: 19926.087891
Iteration 311Q: 34 clusters Score -3.586067e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66653 members 
Mstep: Class 3 contains 3874 members 
Mstep: Class 4 contains 616 members 
Mstep: Class 5 contains 21414 members 
Mstep: Class 6 contains 865 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45760 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 18800 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 71390 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 15169 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 42211 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 30095 members 
Mstep: Class 24 contains 8334 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 74958 members 
Mstep: Class 28 contains 28424 members 
Mstep: Class 29 contains 1902 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4368 members 
Mstep: Class 32 contains 43428 members 
Mstep: Class 33 contains 81551 members 
Mstep: Class 34 contains 10578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35860844.000000 Penalty: 19926.087891
Iteration 312Q: 34 clusters Score -3.586084e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66654 members 
Mstep: Class 3 contains 3874 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 21415 members 
Mstep: Class 6 contains 860 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2300 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45686 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 18803 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 71473 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 15331 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 42871 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 29777 members 
Mstep: Class 24 contains 8427 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 75125 members 
Mstep: Class 28 contains 28342 members 
Mstep: Class 29 contains 1880 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4377 members 
Mstep: Class 32 contains 43569 members 
Mstep: Class 33 contains 80708 members 
Mstep: Class 34 contains 10613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35861328.000000 Penalty: 19926.087891
Iteration 313Q: 34 clusters Score -3.586133e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66658 members 
Mstep: Class 3 contains 3875 members 
Mstep: Class 4 contains 612 members 
Mstep: Class 5 contains 21416 members 
Mstep: Class 6 contains 846 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45628 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 13 contains 18806 members 
Mstep: Class 14 contains 785 members 
Mstep: Class 15 contains 71543 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 15569 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 43511 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 29373 members 
Mstep: Class 24 contains 8532 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 75317 members 
Mstep: Class 28 contains 28271 members 
Mstep: Class 29 contains 1843 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4381 members 
Mstep: Class 32 contains 43752 members 
Mstep: Class 33 contains 79829 members 
Mstep: Class 34 contains 10646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35861568.000000 Penalty: 19926.087891
Iteration 314Q: 34 clusters Score -3.586157e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66662 members 
Mstep: Class 3 contains 3877 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 5 contains 21417 members 
Mstep: Class 6 contains 825 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2291 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45560 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 18806 members 
Mstep: Class 14 contains 785 members 
Mstep: Class 15 contains 71641 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 15817 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 44183 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 28866 members 
Mstep: Class 24 contains 8704 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 75528 members 
Mstep: Class 28 contains 28189 members 
Mstep: Class 29 contains 1800 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4377 members 
Mstep: Class 32 contains 43855 members 
Mstep: Class 33 contains 79003 members 
Mstep: Class 34 contains 10694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35861880.000000 Penalty: 19926.087891
Iteration 315Q: 34 clusters Score -3.586188e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66667 members 
Mstep: Class 3 contains 3879 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 21416 members 
Mstep: Class 6 contains 804 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45493 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 18807 members 
Mstep: Class 14 contains 785 members 
Mstep: Class 15 contains 71710 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 16109 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 44885 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 28321 members 
Mstep: Class 24 contains 8901 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 75700 members 
Mstep: Class 28 contains 28098 members 
Mstep: Class 29 contains 1760 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4389 members 
Mstep: Class 32 contains 43798 members 
Mstep: Class 33 contains 78339 members 
Mstep: Class 34 contains 10738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862032.000000 Penalty: 19926.087891
Iteration 316Q: 34 clusters Score -3.586203e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66678 members 
Mstep: Class 3 contains 3879 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 21414 members 
Mstep: Class 6 contains 768 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45457 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 18808 members 
Mstep: Class 14 contains 785 members 
Mstep: Class 15 contains 71678 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 16427 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 45585 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 27785 members 
Mstep: Class 24 contains 9104 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 76026 members 
Mstep: Class 28 contains 27977 members 
Mstep: Class 29 contains 1722 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4407 members 
Mstep: Class 32 contains 43595 members 
Mstep: Class 33 contains 77733 members 
Mstep: Class 34 contains 10788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862024.000000 Penalty: 19926.087891
Iteration 317Q: 34 clusters Score -3.586202e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66685 members 
Mstep: Class 3 contains 3880 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 21408 members 
Mstep: Class 6 contains 732 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 45415 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 18810 members 
Mstep: Class 14 contains 785 members 
Mstep: Class 15 contains 71468 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 16790 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 46341 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 27163 members 
Mstep: Class 24 contains 9371 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 76382 members 
Mstep: Class 28 contains 27894 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4425 members 
Mstep: Class 32 contains 43244 members 
Mstep: Class 33 contains 77313 members 
Mstep: Class 34 contains 10827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862080.000000 Penalty: 19926.087891
Iteration 318Q: 34 clusters Score -3.586208e+07 nChanged 5577
Entering ConstructFrom: 
Score: -35862080.000000 Penalty: 19926.087891
Entering ConstructFrom: 
Trying to split cluster 1 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -13852.053711 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -13852.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13546.152344 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -13546.15 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13609.226562 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -13609.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13626.814453 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -13626.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13635.496094 Penalty: 494.865234
	Iteration 3Q: 3 clusters Score -13635.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13643.003906 Penalty: 494.865234
	Iteration 4Q: 3 clusters Score -13643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13647.563477 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -13647.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13648.061523 Penalty: 494.865234
	Iteration 6Q: 3 clusters Score -13648.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13648.937500 Penalty: 494.865234
	Iteration 7Q: 3 clusters Score -13648.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13649.387695 Penalty: 494.865234
	Iteration 8Q: 3 clusters Score -13649.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13649.387695 Penalty: 494.865234
	Iteration 9F: 3 clusters Score -13649.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (66691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Entering Unmasked Estep 
Score: -3976172.000000 Penalty: 505.406036
	Iteration 0F: 2 clusters Score -3976172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -3931197.500000 Penalty: 1010.812073
	Iteration 0F: 3 clusters Score -3931198 nChanged 32465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -3951396.500000 Penalty: 1010.812073
	Iteration 1F: 3 clusters Score -3951396 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -3953193.250000 Penalty: 1010.812073
	Iteration 2F: 3 clusters Score -3953193 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -3955865.500000 Penalty: 1010.812073
	Iteration 3F: 3 clusters Score -3955866 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -3959430.250000 Penalty: 1010.812073
	Iteration 4F: 3 clusters Score -3959430 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -3962722.500000 Penalty: 1010.812073
	Iteration 5F: 3 clusters Score -3962722 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -3964806.500000 Penalty: 1010.812073
	Iteration 6F: 3 clusters Score -3964806 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -3965709.000000 Penalty: 1010.812073
	Iteration 7Q: 3 clusters Score -3965709 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -3966158.500000 Penalty: 1010.812073
	Iteration 8Q: 3 clusters Score -3966158 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -3966542.500000 Penalty: 1010.812073
	Iteration 9Q: 3 clusters Score -3966542 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -3966904.750000 Penalty: 1010.812073
	Iteration 10Q: 3 clusters Score -3966905 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -3967241.250000 Penalty: 1010.812073
	Iteration 11Q: 3 clusters Score -3967241 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -3967524.000000 Penalty: 1010.812073
	Iteration 12Q: 3 clusters Score -3967524 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -3967764.000000 Penalty: 1010.812073
	Iteration 13Q: 3 clusters Score -3967764 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -3967973.500000 Penalty: 1010.812073
	Iteration 14Q: 3 clusters Score -3967974 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -3968118.250000 Penalty: 1010.812073
	Iteration 15Q: 3 clusters Score -3968118 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -3968239.500000 Penalty: 1010.812073
	Iteration 16Q: 3 clusters Score -3968240 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -3968260.500000 Penalty: 1010.812073
	Iteration 17Q: 3 clusters Score -3968260 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -3968309.250000 Penalty: 1010.812073
	Iteration 18Q: 3 clusters Score -3968309 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -3968324.250000 Penalty: 1010.812073
	Iteration 19Q: 3 clusters Score -3968324 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -3968354.500000 Penalty: 1010.812073
	Iteration 20F: 3 clusters Score -3968354 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -3968358.000000 Penalty: 1010.812073
	Iteration 21Q: 3 clusters Score -3968358 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -3968382.250000 Penalty: 1010.812073
	Iteration 22Q: 3 clusters Score -3968382 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -3968401.250000 Penalty: 1010.812073
	Iteration 23Q: 3 clusters Score -3968401 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -3968403.750000 Penalty: 1010.812073
	Iteration 24Q: 3 clusters Score -3968404 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -3968406.750000 Penalty: 1010.812073
	Iteration 25Q: 3 clusters Score -3968407 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -3968418.250000 Penalty: 1010.812073
	Iteration 26Q: 3 clusters Score -3968418 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -3968433.000000 Penalty: 1010.812073
	Iteration 27Q: 3 clusters Score -3968433 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -3968423.750000 Penalty: 1010.812073
	Iteration 28Q: 3 clusters Score -3968424 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -3968424.750000 Penalty: 1010.812073
	Iteration 29Q: 3 clusters Score -3968425 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -3968428.750000 Penalty: 1010.812073
	Iteration 30Q: 3 clusters Score -3968429 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -3968426.000000 Penalty: 1010.812073
	Iteration 31Q: 3 clusters Score -3968426 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -3968425.750000 Penalty: 1010.812073
	Iteration 32Q: 3 clusters Score -3968426 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -3968448.250000 Penalty: 1010.812073
	Iteration 33Q: 3 clusters Score -3968448 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -3968455.500000 Penalty: 1010.812073
	Iteration 34Q: 3 clusters Score -3968456 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3968460 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3968472 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3968477 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -3968486.750000 Penalty: 1010.812073
	Iteration 38Q: 3 clusters Score -3968487 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -3968488.250000 Penalty: 1010.812073
	Iteration 39Q: 3 clusters Score -3968488 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -3968529.250000 Penalty: 1010.812073
	Iteration 40F: 3 clusters Score -3968529 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3968548 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3968557 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3968576 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3968598 nChanged 290
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -3968622.250000 Penalty: 1010.812073
	Iteration 45Q: 3 clusters Score -3968622 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3968634 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3968657 nChanged 313
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -3968679.250000 Penalty: 1010.812073
	Iteration 48Q: 3 clusters Score -3968679 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -3968706.500000 Penalty: 1010.812073
	Iteration 49Q: 3 clusters Score -3968706 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -3968728.750000 Penalty: 1010.812073
	Iteration 50Q: 3 clusters Score -3968729 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3968746 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -3968791.500000 Penalty: 1010.812073
	Iteration 52Q: 3 clusters Score -3968792 nChanged 342
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -3968823.250000 Penalty: 1010.812073
	Iteration 53Q: 3 clusters Score -3968823 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3968830.500000 Penalty: 1010.812073
	Iteration 54Q: 3 clusters Score -3968830 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3968890 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -3968924.500000 Penalty: 1010.812073
	Iteration 56Q: 3 clusters Score -3968924 nChanged 340
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -3968956.000000 Penalty: 1010.812073
	Iteration 57Q: 3 clusters Score -3968956 nChanged 333
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3968969 nChanged 353
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3968996 nChanged 409
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3969029.250000 Penalty: 1010.812073
	Iteration 60F: 3 clusters Score -3969029 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -3969083.500000 Penalty: 1010.812073
	Iteration 61Q: 3 clusters Score -3969084 nChanged 381
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Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3969109.500000 Penalty: 1010.812073
	Iteration 62Q: 3 clusters Score -3969110 nChanged 351
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Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -3969138.250000 Penalty: 1010.812073
	Iteration 63Q: 3 clusters Score -3969138 nChanged 352
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3969190.750000 Penalty: 1010.812073
	Iteration 64Q: 3 clusters Score -3969191 nChanged 361
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Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3969219.000000 Penalty: 1010.812073
	Iteration 65Q: 3 clusters Score -3969219 nChanged 380
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -3969248.250000 Penalty: 1010.812073
	Iteration 66Q: 3 clusters Score -3969248 nChanged 394
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -3969277.750000 Penalty: 1010.812073
	Iteration 67Q: 3 clusters Score -3969278 nChanged 392
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -3969337.000000 Penalty: 1010.812073
	Iteration 68Q: 3 clusters Score -3969337 nChanged 425
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3969405.000000 Penalty: 1010.812073
	Iteration 69Q: 3 clusters Score -3969405 nChanged 463
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -3969466.250000 Penalty: 1010.812073
	Iteration 70Q: 3 clusters Score -3969466 nChanged 467
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Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3969540 nChanged 525
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3969638 nChanged 526
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3969715 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3969837 nChanged 607
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Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3969948.000000 Penalty: 1010.812073
	Iteration 75Q: 3 clusters Score -3969948 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3970068 nChanged 611
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3970197 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3970384 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -3970526.750000 Penalty: 1010.812073
	Iteration 79Q: 3 clusters Score -3970527 nChanged 648
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -3970697.250000 Penalty: 1010.812073
	Iteration 80F: 3 clusters Score -3970697 nChanged 703
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -3970903.250000 Penalty: 1010.812073
	Iteration 81Q: 3 clusters Score -3970903 nChanged 717
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3971120 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -3971361.250000 Penalty: 1010.812073
	Iteration 83Q: 3 clusters Score -3971361 nChanged 728
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3971602.000000 Penalty: 1010.812073
	Iteration 84Q: 3 clusters Score -3971602 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -3971862.000000 Penalty: 1010.812073
	Iteration 85Q: 3 clusters Score -3971862 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3972104 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -3972368.500000 Penalty: 1010.812073
	Iteration 87Q: 3 clusters Score -3972368 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3972609.250000 Penalty: 1010.812073
	Iteration 88Q: 3 clusters Score -3972609 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -3972813.250000 Penalty: 1010.812073
	Iteration 89Q: 3 clusters Score -3972813 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3973007 nChanged 561
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3973166 nChanged 530
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Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3973284 nChanged 492
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Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3973410 nChanged 498
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Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -3973561.750000 Penalty: 1010.812073
	Iteration 94Q: 3 clusters Score -3973562 nChanged 496
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Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3973689 nChanged 471
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Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3973813 nChanged 475
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61134 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3973965 nChanged 477
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61611 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -3974110.250000 Penalty: 1010.812073
	Iteration 98Q: 3 clusters Score -3974110 nChanged 463
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Mstep: Class 1 contains 62074 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -3974246.000000 Penalty: 1010.812073
	Iteration 99Q: 3 clusters Score -3974246 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62537 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3974440.000000 Penalty: 1010.812073
	Iteration 100F: 3 clusters Score -3974440 nChanged 416
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3974589 nChanged 371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3974703 nChanged 365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3974829 nChanged 345
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Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3974950 nChanged 300
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Mstep: Class 1 contains 64334 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3975056.250000 Penalty: 1010.812073
	Iteration 105Q: 3 clusters Score -3975056 nChanged 269
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Mstep: Class 1 contains 64603 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3975148.000000 Penalty: 1010.812073
	Iteration 106Q: 3 clusters Score -3975148 nChanged 232
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Mstep: Class 1 contains 64835 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3975231.750000 Penalty: 1010.812073
	Iteration 107Q: 3 clusters Score -3975232 nChanged 225
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Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3975329.500000 Penalty: 1010.812073
	Iteration 108Q: 3 clusters Score -3975330 nChanged 171
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Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3975381.000000 Penalty: 1010.812073
	Iteration 109Q: 3 clusters Score -3975381 nChanged 148
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Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3975424.500000 Penalty: 1010.812073
	Iteration 110Q: 3 clusters Score -3975424 nChanged 116
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Mstep: Class 1 contains 65491 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3975465 nChanged 111
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Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3975482.500000 Penalty: 1010.812073
	Iteration 112Q: 3 clusters Score -3975482 nChanged 95
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Mstep: Class 1 contains 65691 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3975507 nChanged 85
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Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3975538 nChanged 73
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Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3975560 nChanged 70
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Mstep: Class 1 contains 65913 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3975585 nChanged 60
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Mstep: Class 1 contains 65971 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3975613 nChanged 53
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Mstep: Class 1 contains 66020 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3975624 nChanged 47
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Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3975641 nChanged 43
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Mstep: Class 1 contains 66098 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3975657.750000 Penalty: 1010.812073
	Iteration 120F: 3 clusters Score -3975658 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66142 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3975675.500000 Penalty: 1010.812073
	Iteration 121Q: 3 clusters Score -3975676 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3975684.500000 Penalty: 1010.812073
	Iteration 122Q: 3 clusters Score -3975684 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66191 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3975694.250000 Penalty: 1010.812073
	Iteration 123Q: 3 clusters Score -3975694 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3975696 nChanged 13
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Mstep: Class 1 contains 66215 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3975700.750000 Penalty: 1010.812073
	Iteration 125Q: 3 clusters Score -3975701 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3975712 nChanged 25
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Mstep: Class 1 contains 66248 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3975715 nChanged 20
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Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3975723.000000 Penalty: 1010.812073
	Iteration 128Q: 3 clusters Score -3975723 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66278 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3975725.500000 Penalty: 1010.812073
	Iteration 129Q: 3 clusters Score -3975726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66288 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3975733.000000 Penalty: 1010.812073
	Iteration 130Q: 3 clusters Score -3975733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66296 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3975742.500000 Penalty: 1010.812073
	Iteration 131Q: 3 clusters Score -3975742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3975750.500000 Penalty: 1010.812073
	Iteration 132Q: 3 clusters Score -3975750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3975752.000000 Penalty: 1010.812073
	Iteration 133Q: 3 clusters Score -3975752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3975764.000000 Penalty: 1010.812073
	Iteration 134Q: 3 clusters Score -3975764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3975765.500000 Penalty: 1010.812073
	Iteration 135Q: 3 clusters Score -3975766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3975764.750000 Penalty: 1010.812073
	Iteration 136Q: 3 clusters Score -3975765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66349 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3975771.750000 Penalty: 1010.812073
	Iteration 137Q: 3 clusters Score -3975772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66357 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3975771.500000 Penalty: 1010.812073
	Iteration 138Q: 3 clusters Score -3975772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3975773.750000 Penalty: 1010.812073
	Iteration 139Q: 3 clusters Score -3975774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66367 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3975774.250000 Penalty: 1010.812073
	Iteration 140F: 3 clusters Score -3975774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66372 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3975776.500000 Penalty: 1010.812073
	Iteration 141Q: 3 clusters Score -3975776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66377 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3975779.000000 Penalty: 1010.812073
	Iteration 142Q: 3 clusters Score -3975779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66380 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3975780.500000 Penalty: 1010.812073
	Iteration 143Q: 3 clusters Score -3975780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3975779.750000 Penalty: 1010.812073
	Iteration 144Q: 3 clusters Score -3975780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66382 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3975782.750000 Penalty: 1010.812073
	Iteration 145Q: 3 clusters Score -3975783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66382 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3975782.750000 Penalty: 1010.812073
	Iteration 146F: 3 clusters Score -3975783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Entering Unmasked Estep 
Score: -224384.406250 Penalty: 376.016815
	Iteration 0F: 2 clusters Score -224384.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -221743.140625 Penalty: 752.033630
	Iteration 0F: 3 clusters Score -221743.1 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -222700.015625 Penalty: 752.033630
	Iteration 1F: 3 clusters Score -222700 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -222833.812500 Penalty: 752.033630
	Iteration 2F: 3 clusters Score -222833.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -223037.968750 Penalty: 752.033630
	Iteration 3F: 3 clusters Score -223038 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -223292.968750 Penalty: 752.033630
	Iteration 4F: 3 clusters Score -223293 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -223491.890625 Penalty: 752.033630
	Iteration 5F: 3 clusters Score -223491.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -223625.171875 Penalty: 752.033630
	Iteration 6F: 3 clusters Score -223625.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -223710.640625 Penalty: 752.033630
	Iteration 7Q: 3 clusters Score -223710.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -223750.640625 Penalty: 752.033630
	Iteration 8Q: 3 clusters Score -223750.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -223773.812500 Penalty: 752.033630
	Iteration 9Q: 3 clusters Score -223773.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -223783.203125 Penalty: 752.033630
	Iteration 10Q: 3 clusters Score -223783.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -223790.687500 Penalty: 752.033630
	Iteration 11Q: 3 clusters Score -223790.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -223796.687500 Penalty: 752.033630
	Iteration 12Q: 3 clusters Score -223796.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -223801.546875 Penalty: 752.033630
	Iteration 13Q: 3 clusters Score -223801.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -223805.765625 Penalty: 752.033630
	Iteration 14Q: 3 clusters Score -223805.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -223810.156250 Penalty: 752.033630
	Iteration 15Q: 3 clusters Score -223810.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -223814.062500 Penalty: 752.033630
	Iteration 16Q: 3 clusters Score -223814.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -223816.031250 Penalty: 752.033630
	Iteration 17Q: 3 clusters Score -223816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -223817.796875 Penalty: 752.033630
	Iteration 18Q: 3 clusters Score -223817.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -223818.875000 Penalty: 752.033630
	Iteration 19Q: 3 clusters Score -223818.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -223819.046875 Penalty: 752.033630
	Iteration 20F: 3 clusters Score -223819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -223819.593750 Penalty: 752.033630
	Iteration 21Q: 3 clusters Score -223819.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -223819.562500 Penalty: 752.033630
	Iteration 22Q: 3 clusters Score -223819.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -223820.250000 Penalty: 752.033630
	Iteration 23Q: 3 clusters Score -223820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -223820.359375 Penalty: 752.033630
	Iteration 24Q: 3 clusters Score -223820.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -223820.734375 Penalty: 752.033630
	Iteration 25Q: 3 clusters Score -223820.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -223820.671875 Penalty: 752.033630
	Iteration 26Q: 3 clusters Score -223820.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -223820.671875 Penalty: 752.033630
	Iteration 27F: 3 clusters Score -223820.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -38785.015625 Penalty: 291.362610
	Iteration 0F: 2 clusters Score -38785.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -38214.386719 Penalty: 582.725220
	Iteration 0F: 3 clusters Score -38214.39 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38375.718750 Penalty: 582.725220
	Iteration 1F: 3 clusters Score -38375.72 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38409.562500 Penalty: 582.725220
	Iteration 2F: 3 clusters Score -38409.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38438.816406 Penalty: 582.725220
	Iteration 3Q: 3 clusters Score -38438.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38469.179688 Penalty: 582.725220
	Iteration 4Q: 3 clusters Score -38469.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38497.011719 Penalty: 582.725220
	Iteration 5Q: 3 clusters Score -38497.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38509.273438 Penalty: 582.725220
	Iteration 6Q: 3 clusters Score -38509.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38518.632812 Penalty: 582.725220
	Iteration 7Q: 3 clusters Score -38518.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38523.617188 Penalty: 582.725220
	Iteration 8Q: 3 clusters Score -38523.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38524.429688 Penalty: 582.725220
	Iteration 9Q: 3 clusters Score -38524.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38525.367188 Penalty: 582.725220
	Iteration 10Q: 3 clusters Score -38525.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38525.832031 Penalty: 582.725220
	Iteration 11Q: 3 clusters Score -38525.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38526.890625 Penalty: 582.725220
	Iteration 12Q: 3 clusters Score -38526.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38528.292969 Penalty: 582.725220
	Iteration 13Q: 3 clusters Score -38528.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38530.074219 Penalty: 582.725220
	Iteration 14Q: 3 clusters Score -38530.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38536.281250 Penalty: 582.725220
	Iteration 15Q: 3 clusters Score -38536.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38546.757812 Penalty: 582.725220
	Iteration 16Q: 3 clusters Score -38546.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38550.714844 Penalty: 582.725220
	Iteration 17Q: 3 clusters Score -38550.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38554.976562 Penalty: 582.725220
	Iteration 18Q: 3 clusters Score -38554.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38557.964844 Penalty: 582.725220
	Iteration 19Q: 3 clusters Score -38557.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38558.195312 Penalty: 582.725220
	Iteration 20F: 3 clusters Score -38558.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Entering Unmasked Estep 
Score: -1351034.750000 Penalty: 453.699921
	Iteration 0F: 2 clusters Score -1351035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1336670.625000 Penalty: 907.399841
	Iteration 0F: 3 clusters Score -1336671 nChanged 10332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1342450.750000 Penalty: 907.399841
	Iteration 1F: 3 clusters Score -1342451 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1342803.375000 Penalty: 907.399841
	Iteration 2Q: 3 clusters Score -1342803 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1343189.000000 Penalty: 907.399841
	Iteration 3Q: 3 clusters Score -1343189 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1343715.875000 Penalty: 907.399841
	Iteration 4F: 3 clusters Score -1343716 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1344460.125000 Penalty: 907.399841
	Iteration 5F: 3 clusters Score -1344460 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1345474.000000 Penalty: 907.399841
	Iteration 6F: 3 clusters Score -1345474 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -1346742.500000 Penalty: 907.399841
	Iteration 7F: 3 clusters Score -1346742 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -1348113.625000 Penalty: 907.399841
	Iteration 8F: 3 clusters Score -1348114 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -1349272.500000 Penalty: 907.399841
	Iteration 9F: 3 clusters Score -1349272 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -1349916.625000 Penalty: 907.399841
	Iteration 10Q: 3 clusters Score -1349917 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -1350232.375000 Penalty: 907.399841
	Iteration 11Q: 3 clusters Score -1350232 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -1350428.625000 Penalty: 907.399841
	Iteration 12Q: 3 clusters Score -1350429 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -1350536.750000 Penalty: 907.399841
	Iteration 13Q: 3 clusters Score -1350537 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -1350589.750000 Penalty: 907.399841
	Iteration 14Q: 3 clusters Score -1350590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -1350614.000000 Penalty: 907.399841
	Iteration 15Q: 3 clusters Score -1350614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -1350636.750000 Penalty: 907.399841
	Iteration 16Q: 3 clusters Score -1350637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -1350652.625000 Penalty: 907.399841
	Iteration 17Q: 3 clusters Score -1350653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -1350661.000000 Penalty: 907.399841
	Iteration 18Q: 3 clusters Score -1350661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -1350668.500000 Penalty: 907.399841
	Iteration 19Q: 3 clusters Score -1350668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -1350672.000000 Penalty: 907.399841
	Iteration 20F: 3 clusters Score -1350672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -1350673.125000 Penalty: 907.399841
	Iteration 21Q: 3 clusters Score -1350673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -1350673.125000 Penalty: 907.399841
	Iteration 22F: 3 clusters Score -1350673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Entering Unmasked Estep 
Score: -48153.886719 Penalty: 297.221222
	Iteration 0F: 2 clusters Score -48153.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47536.906250 Penalty: 594.442444
	Iteration 0F: 3 clusters Score -47536.91 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -47668.640625 Penalty: 594.442444
	Iteration 1F: 3 clusters Score -47668.64 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -47708.023438 Penalty: 594.442444
	Iteration 2F: 3 clusters Score -47708.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -47729.511719 Penalty: 594.442444
	Iteration 3Q: 3 clusters Score -47729.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47744.203125 Penalty: 594.442444
	Iteration 4Q: 3 clusters Score -47744.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47755.210938 Penalty: 594.442444
	Iteration 5Q: 3 clusters Score -47755.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47762.160156 Penalty: 594.442444
	Iteration 6Q: 3 clusters Score -47762.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47768.566406 Penalty: 594.442444
	Iteration 7Q: 3 clusters Score -47768.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47775.824219 Penalty: 594.442444
	Iteration 8Q: 3 clusters Score -47775.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47783.054688 Penalty: 594.442444
	Iteration 9Q: 3 clusters Score -47783.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47790.421875 Penalty: 594.442444
	Iteration 10Q: 3 clusters Score -47790.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47801.578125 Penalty: 594.442444
	Iteration 11Q: 3 clusters Score -47801.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47810.332031 Penalty: 594.442444
	Iteration 12Q: 3 clusters Score -47810.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47820.062500 Penalty: 594.442444
	Iteration 13Q: 3 clusters Score -47820.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47825.613281 Penalty: 594.442444
	Iteration 14Q: 3 clusters Score -47825.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47827.851562 Penalty: 594.442444
	Iteration 15Q: 3 clusters Score -47827.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47827.945312 Penalty: 594.442444
	Iteration 16Q: 3 clusters Score -47827.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47827.945312 Penalty: 594.442444
	Iteration 17F: 3 clusters Score -47827.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -107601.859375 Penalty: 338.151093
	Iteration 0F: 2 clusters Score -107601.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -106363.531250 Penalty: 676.302185
	Iteration 0F: 3 clusters Score -106363.5 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -106701.765625 Penalty: 676.302185
	Iteration 1F: 3 clusters Score -106701.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -106753.296875 Penalty: 676.302185
	Iteration 2F: 3 clusters Score -106753.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -106798.351562 Penalty: 676.302185
	Iteration 3F: 3 clusters Score -106798.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -106836.726562 Penalty: 676.302185
	Iteration 4Q: 3 clusters Score -106836.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -106861.203125 Penalty: 676.302185
	Iteration 5Q: 3 clusters Score -106861.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -106879.179688 Penalty: 676.302185
	Iteration 6Q: 3 clusters Score -106879.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -106899.906250 Penalty: 676.302185
	Iteration 7Q: 3 clusters Score -106899.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -106919.437500 Penalty: 676.302185
	Iteration 8Q: 3 clusters Score -106919.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -106938.515625 Penalty: 676.302185
	Iteration 9Q: 3 clusters Score -106938.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -106963.414062 Penalty: 676.302185
	Iteration 10Q: 3 clusters Score -106963.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -106998.187500 Penalty: 676.302185
	Iteration 11Q: 3 clusters Score -106998.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -107027.523438 Penalty: 676.302185
	Iteration 12Q: 3 clusters Score -107027.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -107060.507812 Penalty: 676.302185
	Iteration 13Q: 3 clusters Score -107060.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -107100.609375 Penalty: 676.302185
	Iteration 14Q: 3 clusters Score -107100.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -107133.125000 Penalty: 676.302185
	Iteration 15Q: 3 clusters Score -107133.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -107167.765625 Penalty: 676.302185
	Iteration 16Q: 3 clusters Score -107167.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -107185.265625 Penalty: 676.302185
	Iteration 17Q: 3 clusters Score -107185.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -107202.382812 Penalty: 676.302185
	Iteration 18Q: 3 clusters Score -107202.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -107213.984375 Penalty: 676.302185
	Iteration 19Q: 3 clusters Score -107214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -107220.273438 Penalty: 676.302185
	Iteration 20F: 3 clusters Score -107220.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -107226.593750 Penalty: 676.302185
	Iteration 21Q: 3 clusters Score -107226.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -107233.609375 Penalty: 676.302185
	Iteration 22Q: 3 clusters Score -107233.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -107239.359375 Penalty: 676.302185
	Iteration 23Q: 3 clusters Score -107239.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -107245.148438 Penalty: 676.302185
	Iteration 24Q: 3 clusters Score -107245.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -107251.851562 Penalty: 676.302185
	Iteration 25Q: 3 clusters Score -107251.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -107261.492188 Penalty: 676.302185
	Iteration 26Q: 3 clusters Score -107261.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -107272.875000 Penalty: 676.302185
	Iteration 27Q: 3 clusters Score -107272.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -107286.804688 Penalty: 676.302185
	Iteration 28Q: 3 clusters Score -107286.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -107291.664062 Penalty: 676.302185
	Iteration 29Q: 3 clusters Score -107291.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -107295.125000 Penalty: 676.302185
	Iteration 30Q: 3 clusters Score -107295.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -107297.226562 Penalty: 676.302185
	Iteration 31Q: 3 clusters Score -107297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -107298.265625 Penalty: 676.302185
	Iteration 32Q: 3 clusters Score -107298.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -107301.617188 Penalty: 676.302185
	Iteration 33Q: 3 clusters Score -107301.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -107303.304688 Penalty: 676.302185
	Iteration 34Q: 3 clusters Score -107303.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -107305.312500 Penalty: 676.302185
	Iteration 35Q: 3 clusters Score -107305.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -107305.695312 Penalty: 676.302185
	Iteration 36Q: 3 clusters Score -107305.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -107307.195312 Penalty: 676.302185
	Iteration 37Q: 3 clusters Score -107307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -107307.492188 Penalty: 676.302185
	Iteration 38Q: 3 clusters Score -107307.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -107307.492188 Penalty: 676.302185
	Iteration 39F: 3 clusters Score -107307.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Entering Unmasked Estep 
Score: -143922.937500 Penalty: 351.542664
	Iteration 0F: 2 clusters Score -143922.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -142304.687500 Penalty: 703.085327
	Iteration 0F: 3 clusters Score -142304.7 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -142891.500000 Penalty: 703.085327
	Iteration 1F: 3 clusters Score -142891.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -143065.546875 Penalty: 703.085327
	Iteration 2F: 3 clusters Score -143065.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -143266.531250 Penalty: 703.085327
	Iteration 3F: 3 clusters Score -143266.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -143432.828125 Penalty: 703.085327
	Iteration 4F: 3 clusters Score -143432.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -143560.250000 Penalty: 703.085327
	Iteration 5F: 3 clusters Score -143560.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -143672.421875 Penalty: 703.085327
	Iteration 6F: 3 clusters Score -143672.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -143748.000000 Penalty: 703.085327
	Iteration 7Q: 3 clusters Score -143748 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -143801.078125 Penalty: 703.085327
	Iteration 8Q: 3 clusters Score -143801.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -143829.687500 Penalty: 703.085327
	Iteration 9Q: 3 clusters Score -143829.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -143838.031250 Penalty: 703.085327
	Iteration 10Q: 3 clusters Score -143838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -143844.703125 Penalty: 703.085327
	Iteration 11Q: 3 clusters Score -143844.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -143848.015625 Penalty: 703.085327
	Iteration 12Q: 3 clusters Score -143848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -143848.968750 Penalty: 703.085327
	Iteration 13Q: 3 clusters Score -143849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -143848.937500 Penalty: 703.085327
	Iteration 14Q: 3 clusters Score -143848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -143848.937500 Penalty: 703.085327
	Iteration 15F: 3 clusters Score -143848.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -13538.656250 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -13538.66 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 115 members 
Entering Unmasked Estep 
Score: -13219.736328 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -13219.74 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13330.841797 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -13330.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13347.597656 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -13347.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13358.258789 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -13358.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13371.708008 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -13371.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13387.273438 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -13387.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13416.277344 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -13416.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13433.855469 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -13433.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -13438.009766 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -13438.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13439.688477 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -13439.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13439.688477 Penalty: 506.719360
	Iteration 10F: 3 clusters Score -13439.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Entering Unmasked Estep 
Score: -2734986.500000 Penalty: 487.866547
	Iteration 0F: 2 clusters Score -2734986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -2704721.500000 Penalty: 975.733093
	Iteration 0F: 3 clusters Score -2704722 nChanged 21886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -2718219.750000 Penalty: 975.733093
	Iteration 1F: 3 clusters Score -2718220 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -2719275.250000 Penalty: 975.733093
	Iteration 2Q: 3 clusters Score -2719275 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -2720896.250000 Penalty: 975.733093
	Iteration 3F: 3 clusters Score -2720896 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -2723136.000000 Penalty: 975.733093
	Iteration 4F: 3 clusters Score -2723136 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -2725557.500000 Penalty: 975.733093
	Iteration 5F: 3 clusters Score -2725558 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -2727325.500000 Penalty: 975.733093
	Iteration 6F: 3 clusters Score -2727326 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -2728253.750000 Penalty: 975.733093
	Iteration 7Q: 3 clusters Score -2728254 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -2728784.500000 Penalty: 975.733093
	Iteration 8Q: 3 clusters Score -2728784 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -2729234.000000 Penalty: 975.733093
	Iteration 9Q: 3 clusters Score -2729234 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -2729672.750000 Penalty: 975.733093
	Iteration 10Q: 3 clusters Score -2729673 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -2730199.000000 Penalty: 975.733093
	Iteration 11Q: 3 clusters Score -2730199 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -2730760.000000 Penalty: 975.733093
	Iteration 12Q: 3 clusters Score -2730760 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -2731352.000000 Penalty: 975.733093
	Iteration 13Q: 3 clusters Score -2731352 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -2731979.750000 Penalty: 975.733093
	Iteration 14Q: 3 clusters Score -2731980 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -2732668.250000 Penalty: 975.733093
	Iteration 15Q: 3 clusters Score -2732668 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -2733396.250000 Penalty: 975.733093
	Iteration 16Q: 3 clusters Score -2733396 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -2734050.500000 Penalty: 975.733093
	Iteration 17Q: 3 clusters Score -2734050 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -2734561.250000 Penalty: 975.733093
	Iteration 18Q: 3 clusters Score -2734561 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -2734933.000000 Penalty: 975.733093
	Iteration 19Q: 3 clusters Score -2734933 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -2735141.750000 Penalty: 975.733093
	Iteration 20F: 3 clusters Score -2735142 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -2735264.250000 Penalty: 975.733093
	Iteration 21Q: 3 clusters Score -2735264 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -2735353.000000 Penalty: 975.733093
	Iteration 22Q: 3 clusters Score -2735353 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -2735435.500000 Penalty: 975.733093
	Iteration 23Q: 3 clusters Score -2735436 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -2735480.750000 Penalty: 975.733093
	Iteration 24Q: 3 clusters Score -2735481 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -2735508.000000 Penalty: 975.733093
	Iteration 25Q: 3 clusters Score -2735508 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -2735543.500000 Penalty: 975.733093
	Iteration 26Q: 3 clusters Score -2735544 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -2735553.750000 Penalty: 975.733093
	Iteration 27Q: 3 clusters Score -2735554 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -2735572.000000 Penalty: 975.733093
	Iteration 28Q: 3 clusters Score -2735572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -2735578.500000 Penalty: 975.733093
	Iteration 29Q: 3 clusters Score -2735578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -2735585.250000 Penalty: 975.733093
	Iteration 30Q: 3 clusters Score -2735585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -2735593.250000 Penalty: 975.733093
	Iteration 31Q: 3 clusters Score -2735593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -2735599.750000 Penalty: 975.733093
	Iteration 32Q: 3 clusters Score -2735600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -2735602.250000 Penalty: 975.733093
	Iteration 33Q: 3 clusters Score -2735602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -2735598.000000 Penalty: 975.733093
	Iteration 34Q: 3 clusters Score -2735598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -2735604.500000 Penalty: 975.733093
	Iteration 35Q: 3 clusters Score -2735604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -2735601.000000 Penalty: 975.733093
	Iteration 36Q: 3 clusters Score -2735601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -2735600.500000 Penalty: 975.733093
	Iteration 37Q: 3 clusters Score -2735600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -2735604.250000 Penalty: 975.733093
	Iteration 38Q: 3 clusters Score -2735604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -2735602.500000 Penalty: 975.733093
	Iteration 39Q: 3 clusters Score -2735602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -2735602.500000 Penalty: 975.733093
	Iteration 40F: 3 clusters Score -2735602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -2735599.000000 Penalty: 975.733093
	Iteration 41Q: 3 clusters Score -2735599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -2735599.250000 Penalty: 975.733093
	Iteration 42Q: 3 clusters Score -2735599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -2735598.750000 Penalty: 975.733093
	Iteration 43Q: 3 clusters Score -2735599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -2735599.250000 Penalty: 975.733093
	Iteration 44Q: 3 clusters Score -2735599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -2735600.000000 Penalty: 975.733093
	Iteration 45Q: 3 clusters Score -2735600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -2735601.500000 Penalty: 975.733093
	Iteration 46Q: 3 clusters Score -2735602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -2735601.500000 Penalty: 975.733093
	Iteration 47F: 3 clusters Score -2735602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66691 members 
Mstep: Class 3 contains 3882 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 21406 members 
Mstep: Class 6 contains 687 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 1953 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 18811 members 
Mstep: Class 14 contains 785 members 
Mstep: Class 15 contains 71149 members 
Mstep: Class 16 contains 43405 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 17149 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 47184 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 26477 members 
Mstep: Class 24 contains 9660 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 76797 members 
Mstep: Class 28 contains 27807 members 
Mstep: Class 29 contains 1651 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4447 members 
Mstep: Class 32 contains 42745 members 
Mstep: Class 33 contains 77057 members 
Mstep: Class 34 contains 10881 members 
Entering Unmasked Estep 
Score: -35862172.000000 Penalty: 20529.908203
Splitting cluster 10 changes total score from -35862080.000000 to -35862172.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 11 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -42033.933594 Penalty: 302.705261
	Iteration 0F: 2 clusters Score -42033.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -41383.593750 Penalty: 605.410522
	Iteration 0F: 3 clusters Score -41383.59 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41600.507812 Penalty: 605.410522
	Iteration 1F: 3 clusters Score -41600.51 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41650.671875 Penalty: 605.410522
	Iteration 2F: 3 clusters Score -41650.67 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41685.527344 Penalty: 605.410522
	Iteration 3F: 3 clusters Score -41685.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41722.277344 Penalty: 605.410522
	Iteration 4F: 3 clusters Score -41722.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41742.535156 Penalty: 605.410522
	Iteration 5Q: 3 clusters Score -41742.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -41752.253906 Penalty: 605.410522
	Iteration 6Q: 3 clusters Score -41752.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -41756.765625 Penalty: 605.410522
	Iteration 7Q: 3 clusters Score -41756.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -41764.050781 Penalty: 605.410522
	Iteration 8Q: 3 clusters Score -41764.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -41770.832031 Penalty: 605.410522
	Iteration 9Q: 3 clusters Score -41770.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -41774.503906 Penalty: 605.410522
	Iteration 10Q: 3 clusters Score -41774.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -41776.332031 Penalty: 605.410522
	Iteration 11Q: 3 clusters Score -41776.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -41780.828125 Penalty: 605.410522
	Iteration 12Q: 3 clusters Score -41780.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -41784.367188 Penalty: 605.410522
	Iteration 13Q: 3 clusters Score -41784.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -41788.394531 Penalty: 605.410522
	Iteration 14Q: 3 clusters Score -41788.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -41793.492188 Penalty: 605.410522
	Iteration 15Q: 3 clusters Score -41793.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -41796.863281 Penalty: 605.410522
	Iteration 16Q: 3 clusters Score -41796.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -41797.992188 Penalty: 605.410522
	Iteration 17Q: 3 clusters Score -41797.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -41798.421875 Penalty: 605.410522
	Iteration 18Q: 3 clusters Score -41798.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -41798.421875 Penalty: 605.410522
	Iteration 19F: 3 clusters Score -41798.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Entering Unmasked Estep 
Score: -79875.218750 Penalty: 326.935120
	Iteration 0F: 2 clusters Score -79875.22 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 674 members 
Entering Unmasked Estep 
Score: -78850.265625 Penalty: 653.870239
	Iteration 0F: 3 clusters Score -78850.27 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -79203.281250 Penalty: 653.870239
	Iteration 1F: 3 clusters Score -79203.28 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -79253.695312 Penalty: 653.870239
	Iteration 2F: 3 clusters Score -79253.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -79290.671875 Penalty: 653.870239
	Iteration 3F: 3 clusters Score -79290.67 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -79332.593750 Penalty: 653.870239
	Iteration 4Q: 3 clusters Score -79332.59 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -79372.648438 Penalty: 653.870239
	Iteration 5Q: 3 clusters Score -79372.65 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -79404.726562 Penalty: 653.870239
	Iteration 6Q: 3 clusters Score -79404.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -79421.875000 Penalty: 653.870239
	Iteration 7Q: 3 clusters Score -79421.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -79436.828125 Penalty: 653.870239
	Iteration 8Q: 3 clusters Score -79436.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -79450.859375 Penalty: 653.870239
	Iteration 9Q: 3 clusters Score -79450.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -79462.695312 Penalty: 653.870239
	Iteration 10Q: 3 clusters Score -79462.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -79472.156250 Penalty: 653.870239
	Iteration 11Q: 3 clusters Score -79472.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -79478.359375 Penalty: 653.870239
	Iteration 12Q: 3 clusters Score -79478.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -79484.070312 Penalty: 653.870239
	Iteration 13Q: 3 clusters Score -79484.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -79489.757812 Penalty: 653.870239
	Iteration 14Q: 3 clusters Score -79489.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -79494.031250 Penalty: 653.870239
	Iteration 15Q: 3 clusters Score -79494.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -79498.304688 Penalty: 653.870239
	Iteration 16Q: 3 clusters Score -79498.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -79510.304688 Penalty: 653.870239
	Iteration 17Q: 3 clusters Score -79510.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -79513.351562 Penalty: 653.870239
	Iteration 18Q: 3 clusters Score -79513.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -79517.687500 Penalty: 653.870239
	Iteration 19Q: 3 clusters Score -79517.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -79519.632812 Penalty: 653.870239
	Iteration 20F: 3 clusters Score -79519.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -79520.632812 Penalty: 653.870239
	Iteration 21Q: 3 clusters Score -79520.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -79520.718750 Penalty: 653.870239
	Iteration 22Q: 3 clusters Score -79520.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -79521.343750 Penalty: 653.870239
	Iteration 23Q: 3 clusters Score -79521.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -79521.671875 Penalty: 653.870239
	Iteration 24Q: 3 clusters Score -79521.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -79521.671875 Penalty: 653.870239
	Iteration 25F: 3 clusters Score -79521.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Entering Unmasked Estep 
Score: -1170960.875000 Penalty: 447.819977
	Iteration 0F: 2 clusters Score -1170961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1158350.875000 Penalty: 895.639954
	Iteration 0F: 3 clusters Score -1158351 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1163572.500000 Penalty: 895.639954
	Iteration 1F: 3 clusters Score -1163572 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1163817.750000 Penalty: 895.639954
	Iteration 2Q: 3 clusters Score -1163818 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1164104.875000 Penalty: 895.639954
	Iteration 3Q: 3 clusters Score -1164105 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1164458.625000 Penalty: 895.639954
	Iteration 4Q: 3 clusters Score -1164459 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1164942.000000 Penalty: 895.639954
	Iteration 5Q: 3 clusters Score -1164942 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1165588.500000 Penalty: 895.639954
	Iteration 6F: 3 clusters Score -1165588 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1166272.875000 Penalty: 895.639954
	Iteration 7F: 3 clusters Score -1166273 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1166877.625000 Penalty: 895.639954
	Iteration 8Q: 3 clusters Score -1166878 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1167428.000000 Penalty: 895.639954
	Iteration 9Q: 3 clusters Score -1167428 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1167885.625000 Penalty: 895.639954
	Iteration 10Q: 3 clusters Score -1167886 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1168249.375000 Penalty: 895.639954
	Iteration 11Q: 3 clusters Score -1168249 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1168541.000000 Penalty: 895.639954
	Iteration 12Q: 3 clusters Score -1168541 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1168822.250000 Penalty: 895.639954
	Iteration 13Q: 3 clusters Score -1168822 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1169111.125000 Penalty: 895.639954
	Iteration 14Q: 3 clusters Score -1169111 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1169420.750000 Penalty: 895.639954
	Iteration 15Q: 3 clusters Score -1169421 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1169731.125000 Penalty: 895.639954
	Iteration 16Q: 3 clusters Score -1169731 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1169985.750000 Penalty: 895.639954
	Iteration 17Q: 3 clusters Score -1169986 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1170169.250000 Penalty: 895.639954
	Iteration 18Q: 3 clusters Score -1170169 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1170314.625000 Penalty: 895.639954
	Iteration 19Q: 3 clusters Score -1170315 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1170443.000000 Penalty: 895.639954
	Iteration 20F: 3 clusters Score -1170443 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1170503.250000 Penalty: 895.639954
	Iteration 21Q: 3 clusters Score -1170503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1170548.250000 Penalty: 895.639954
	Iteration 22Q: 3 clusters Score -1170548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1170574.000000 Penalty: 895.639954
	Iteration 23Q: 3 clusters Score -1170574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1170593.125000 Penalty: 895.639954
	Iteration 24Q: 3 clusters Score -1170593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1170606.000000 Penalty: 895.639954
	Iteration 25Q: 3 clusters Score -1170606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1170616.875000 Penalty: 895.639954
	Iteration 26Q: 3 clusters Score -1170617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1170624.000000 Penalty: 895.639954
	Iteration 27Q: 3 clusters Score -1170624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1170632.250000 Penalty: 895.639954
	Iteration 28Q: 3 clusters Score -1170632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1170638.375000 Penalty: 895.639954
	Iteration 29Q: 3 clusters Score -1170638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1170640.875000 Penalty: 895.639954
	Iteration 30Q: 3 clusters Score -1170641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1170645.500000 Penalty: 895.639954
	Iteration 31Q: 3 clusters Score -1170646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1170647.250000 Penalty: 895.639954
	Iteration 32Q: 3 clusters Score -1170647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1170646.500000 Penalty: 895.639954
	Iteration 33Q: 3 clusters Score -1170646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1170646.500000 Penalty: 895.639954
	Iteration 34F: 3 clusters Score -1170646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -44982.179688 Penalty: 303.288605
	Iteration 0F: 2 clusters Score -44982.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -44325.890625 Penalty: 606.577209
	Iteration 0F: 3 clusters Score -44325.89 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -44494.917969 Penalty: 606.577209
	Iteration 1F: 3 clusters Score -44494.92 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -44526.644531 Penalty: 606.577209
	Iteration 2F: 3 clusters Score -44526.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -44543.136719 Penalty: 606.577209
	Iteration 3Q: 3 clusters Score -44543.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -44551.363281 Penalty: 606.577209
	Iteration 4Q: 3 clusters Score -44551.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -44558.492188 Penalty: 606.577209
	Iteration 5Q: 3 clusters Score -44558.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -44562.839844 Penalty: 606.577209
	Iteration 6Q: 3 clusters Score -44562.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -44568.625000 Penalty: 606.577209
	Iteration 7Q: 3 clusters Score -44568.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -44574.066406 Penalty: 606.577209
	Iteration 8Q: 3 clusters Score -44574.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -44580.730469 Penalty: 606.577209
	Iteration 9Q: 3 clusters Score -44580.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -44587.242188 Penalty: 606.577209
	Iteration 10Q: 3 clusters Score -44587.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -44591.148438 Penalty: 606.577209
	Iteration 11Q: 3 clusters Score -44591.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -44593.765625 Penalty: 606.577209
	Iteration 12Q: 3 clusters Score -44593.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -44596.343750 Penalty: 606.577209
	Iteration 13Q: 3 clusters Score -44596.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -44598.679688 Penalty: 606.577209
	Iteration 14Q: 3 clusters Score -44598.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -44601.539062 Penalty: 606.577209
	Iteration 15Q: 3 clusters Score -44601.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -44604.066406 Penalty: 606.577209
	Iteration 16Q: 3 clusters Score -44604.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -44605.121094 Penalty: 606.577209
	Iteration 17Q: 3 clusters Score -44605.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -44605.722656 Penalty: 606.577209
	Iteration 18Q: 3 clusters Score -44605.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -44606.625000 Penalty: 606.577209
	Iteration 19Q: 3 clusters Score -44606.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -44608.472656 Penalty: 606.577209
	Iteration 20F: 3 clusters Score -44608.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44609.484375 Penalty: 606.577209
	Iteration 21Q: 3 clusters Score -44609.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -44611.445312 Penalty: 606.577209
	Iteration 22Q: 3 clusters Score -44611.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -44612.394531 Penalty: 606.577209
	Iteration 23Q: 3 clusters Score -44612.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44613.839844 Penalty: 606.577209
	Iteration 24Q: 3 clusters Score -44613.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44615.464844 Penalty: 606.577209
	Iteration 25Q: 3 clusters Score -44615.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44617.000000 Penalty: 606.577209
	Iteration 26Q: 3 clusters Score -44617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44619.144531 Penalty: 606.577209
	Iteration 27Q: 3 clusters Score -44619.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -44621.804688 Penalty: 606.577209
	Iteration 28Q: 3 clusters Score -44621.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44625.664062 Penalty: 606.577209
	Iteration 29Q: 3 clusters Score -44625.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44631.980469 Penalty: 606.577209
	Iteration 30Q: 3 clusters Score -44631.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44638.070312 Penalty: 606.577209
	Iteration 31Q: 3 clusters Score -44638.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44642.078125 Penalty: 606.577209
	Iteration 32Q: 3 clusters Score -44642.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44647.253906 Penalty: 606.577209
	Iteration 33Q: 3 clusters Score -44647.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44649.554688 Penalty: 606.577209
	Iteration 34Q: 3 clusters Score -44649.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44650.949219 Penalty: 606.577209
	Iteration 35Q: 3 clusters Score -44650.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44653.070312 Penalty: 606.577209
	Iteration 36Q: 3 clusters Score -44653.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44654.410156 Penalty: 606.577209
	Iteration 37Q: 3 clusters Score -44654.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44655.777344 Penalty: 606.577209
	Iteration 38Q: 3 clusters Score -44655.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44656.695312 Penalty: 606.577209
	Iteration 39Q: 3 clusters Score -44656.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44657.796875 Penalty: 606.577209
	Iteration 40F: 3 clusters Score -44657.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44660.097656 Penalty: 606.577209
	Iteration 41Q: 3 clusters Score -44660.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44662.453125 Penalty: 606.577209
	Iteration 42Q: 3 clusters Score -44662.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44664.328125 Penalty: 606.577209
	Iteration 43Q: 3 clusters Score -44664.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44667.011719 Penalty: 606.577209
	Iteration 44Q: 3 clusters Score -44667.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -44669.886719 Penalty: 606.577209
	Iteration 45Q: 3 clusters Score -44669.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44675.875000 Penalty: 606.577209
	Iteration 46Q: 3 clusters Score -44675.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -44684.167969 Penalty: 606.577209
	Iteration 47Q: 3 clusters Score -44684.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -44695.785156 Penalty: 606.577209
	Iteration 48Q: 3 clusters Score -44695.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -44706.109375 Penalty: 606.577209
	Iteration 49Q: 3 clusters Score -44706.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -44713.378906 Penalty: 606.577209
	Iteration 50Q: 3 clusters Score -44713.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -44718.207031 Penalty: 606.577209
	Iteration 51Q: 3 clusters Score -44718.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -44722.066406 Penalty: 606.577209
	Iteration 52Q: 3 clusters Score -44722.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -44727.273438 Penalty: 606.577209
	Iteration 53Q: 3 clusters Score -44727.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -44730.375000 Penalty: 606.577209
	Iteration 54Q: 3 clusters Score -44730.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -44731.093750 Penalty: 606.577209
	Iteration 55Q: 3 clusters Score -44731.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -44731.093750 Penalty: 606.577209
	Iteration 56F: 3 clusters Score -44731.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (71149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Entering Unmasked Estep 
Score: -4700553.500000 Penalty: 508.350159
	Iteration 0F: 2 clusters Score -4700554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -4653297.500000 Penalty: 1016.700317
	Iteration 0F: 3 clusters Score -4653298 nChanged 34546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -4675102.500000 Penalty: 1016.700317
	Iteration 1F: 3 clusters Score -4675102 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -4677167.000000 Penalty: 1016.700317
	Iteration 2F: 3 clusters Score -4677167 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -4680605.500000 Penalty: 1016.700317
	Iteration 3F: 3 clusters Score -4680606 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -4685579.000000 Penalty: 1016.700317
	Iteration 4F: 3 clusters Score -4685579 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -4690258.500000 Penalty: 1016.700317
	Iteration 5F: 3 clusters Score -4690258 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -4693237.500000 Penalty: 1016.700317
	Iteration 6F: 3 clusters Score -4693238 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -4695401.500000 Penalty: 1016.700317
	Iteration 7Q: 3 clusters Score -4695402 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -4697291.500000 Penalty: 1016.700317
	Iteration 8Q: 3 clusters Score -4697292 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -4698634.000000 Penalty: 1016.700317
	Iteration 9Q: 3 clusters Score -4698634 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -4699338.500000 Penalty: 1016.700317
	Iteration 10Q: 3 clusters Score -4699338 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -4699733.500000 Penalty: 1016.700317
	Iteration 11Q: 3 clusters Score -4699734 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -4699940.500000 Penalty: 1016.700317
	Iteration 12Q: 3 clusters Score -4699940 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -4700018.500000 Penalty: 1016.700317
	Iteration 13Q: 3 clusters Score -4700018 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -4700077.500000 Penalty: 1016.700317
	Iteration 14Q: 3 clusters Score -4700078 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -4700071.500000 Penalty: 1016.700317
	Iteration 15Q: 3 clusters Score -4700072 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -4700091.500000 Penalty: 1016.700317
	Iteration 16Q: 3 clusters Score -4700092 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -4700103.500000 Penalty: 1016.700317
	Iteration 17Q: 3 clusters Score -4700104 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -4700112.000000 Penalty: 1016.700317
	Iteration 18Q: 3 clusters Score -4700112 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -4700114.000000 Penalty: 1016.700317
	Iteration 19Q: 3 clusters Score -4700114 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -4700131.000000 Penalty: 1016.700317
	Iteration 20F: 3 clusters Score -4700131 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -4700110.000000 Penalty: 1016.700317
	Iteration 21Q: 3 clusters Score -4700110 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -4700100.000000 Penalty: 1016.700317
	Iteration 22Q: 3 clusters Score -4700100 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -4700115.500000 Penalty: 1016.700317
	Iteration 23Q: 3 clusters Score -4700116 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -4700107.500000 Penalty: 1016.700317
	Iteration 24Q: 3 clusters Score -4700108 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -4700108.500000 Penalty: 1016.700317
	Iteration 25Q: 3 clusters Score -4700108 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -4700111.500000 Penalty: 1016.700317
	Iteration 26Q: 3 clusters Score -4700112 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -4700112.500000 Penalty: 1016.700317
	Iteration 27Q: 3 clusters Score -4700112 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -4700115.000000 Penalty: 1016.700317
	Iteration 28Q: 3 clusters Score -4700115 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -4700108.000000 Penalty: 1016.700317
	Iteration 29Q: 3 clusters Score -4700108 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -4700115.000000 Penalty: 1016.700317
	Iteration 30Q: 3 clusters Score -4700115 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -4700108.000000 Penalty: 1016.700317
	Iteration 31Q: 3 clusters Score -4700108 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -4700100.000000 Penalty: 1016.700317
	Iteration 32Q: 3 clusters Score -4700100 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -4700089.000000 Penalty: 1016.700317
	Iteration 33Q: 3 clusters Score -4700089 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -4700107.000000 Penalty: 1016.700317
	Iteration 34Q: 3 clusters Score -4700107 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -4700104.500000 Penalty: 1016.700317
	Iteration 35Q: 3 clusters Score -4700104 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -4700082.000000 Penalty: 1016.700317
	Iteration 36Q: 3 clusters Score -4700082 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -4700102.000000 Penalty: 1016.700317
	Iteration 37Q: 3 clusters Score -4700102 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -4700086.000000 Penalty: 1016.700317
	Iteration 38Q: 3 clusters Score -4700086 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -4700097.500000 Penalty: 1016.700317
	Iteration 39Q: 3 clusters Score -4700098 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -4700097.500000 Penalty: 1016.700317
	Iteration 40F: 3 clusters Score -4700098 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -4700086.000000 Penalty: 1016.700317
	Iteration 41Q: 3 clusters Score -4700086 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -4700079.000000 Penalty: 1016.700317
	Iteration 42Q: 3 clusters Score -4700079 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -4700065.000000 Penalty: 1016.700317
	Iteration 43Q: 3 clusters Score -4700065 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -4700048.500000 Penalty: 1016.700317
	Iteration 44Q: 3 clusters Score -4700048 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -4700043.500000 Penalty: 1016.700317
	Iteration 45Q: 3 clusters Score -4700044 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -4700036.500000 Penalty: 1016.700317
	Iteration 46Q: 3 clusters Score -4700036 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -4700035.000000 Penalty: 1016.700317
	Iteration 47Q: 3 clusters Score -4700035 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -4700014.000000 Penalty: 1016.700317
	Iteration 48Q: 3 clusters Score -4700014 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -4699983.000000 Penalty: 1016.700317
	Iteration 49Q: 3 clusters Score -4699983 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -4699949.500000 Penalty: 1016.700317
	Iteration 50Q: 3 clusters Score -4699950 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -4699882.000000 Penalty: 1016.700317
	Iteration 51Q: 3 clusters Score -4699882 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -4699824.500000 Penalty: 1016.700317
	Iteration 52Q: 3 clusters Score -4699824 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -4699832.000000 Penalty: 1016.700317
	Iteration 53Q: 3 clusters Score -4699832 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -4699796.500000 Penalty: 1016.700317
	Iteration 54Q: 3 clusters Score -4699796 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -4699690.000000 Penalty: 1016.700317
	Iteration 55Q: 3 clusters Score -4699690 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -4699676.500000 Penalty: 1016.700317
	Iteration 56Q: 3 clusters Score -4699676 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -4699625.000000 Penalty: 1016.700317
	Iteration 57Q: 3 clusters Score -4699625 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -4699547.500000 Penalty: 1016.700317
	Iteration 58Q: 3 clusters Score -4699548 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -4699570.500000 Penalty: 1016.700317
	Iteration 59Q: 3 clusters Score -4699570 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -4699523.500000 Penalty: 1016.700317
	Iteration 60F: 3 clusters Score -4699524 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -4699534.000000 Penalty: 1016.700317
	Iteration 61Q: 3 clusters Score -4699534 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -4699472.000000 Penalty: 1016.700317
	Iteration 62Q: 3 clusters Score -4699472 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -4699465.000000 Penalty: 1016.700317
	Iteration 63Q: 3 clusters Score -4699465 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -4699513.000000 Penalty: 1016.700317
	Iteration 64Q: 3 clusters Score -4699513 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -4699481.500000 Penalty: 1016.700317
	Iteration 65Q: 3 clusters Score -4699482 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -4699412.500000 Penalty: 1016.700317
	Iteration 66Q: 3 clusters Score -4699412 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -4699436.000000 Penalty: 1016.700317
	Iteration 67Q: 3 clusters Score -4699436 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -4699482.000000 Penalty: 1016.700317
	Iteration 68Q: 3 clusters Score -4699482 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -4699550.500000 Penalty: 1016.700317
	Iteration 69Q: 3 clusters Score -4699550 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -4699536.500000 Penalty: 1016.700317
	Iteration 70Q: 3 clusters Score -4699536 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -4699542.500000 Penalty: 1016.700317
	Iteration 71Q: 3 clusters Score -4699542 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -4699523.000000 Penalty: 1016.700317
	Iteration 72Q: 3 clusters Score -4699523 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -4699529.000000 Penalty: 1016.700317
	Iteration 73Q: 3 clusters Score -4699529 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -4699541.500000 Penalty: 1016.700317
	Iteration 74Q: 3 clusters Score -4699542 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -4699569.500000 Penalty: 1016.700317
	Iteration 75Q: 3 clusters Score -4699570 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -4699553.000000 Penalty: 1016.700317
	Iteration 76Q: 3 clusters Score -4699553 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52610 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -4699515.500000 Penalty: 1016.700317
	Iteration 77Q: 3 clusters Score -4699516 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -4699479.000000 Penalty: 1016.700317
	Iteration 78Q: 3 clusters Score -4699479 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -4699466.500000 Penalty: 1016.700317
	Iteration 79Q: 3 clusters Score -4699466 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -4699479.000000 Penalty: 1016.700317
	Iteration 80F: 3 clusters Score -4699479 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -4699455.500000 Penalty: 1016.700317
	Iteration 81Q: 3 clusters Score -4699456 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -4699452.000000 Penalty: 1016.700317
	Iteration 82Q: 3 clusters Score -4699452 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -4699480.500000 Penalty: 1016.700317
	Iteration 83Q: 3 clusters Score -4699480 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4699460 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4699438 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4699418 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4699417 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4699412 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4699428 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4699398 nChanged 141
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Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4699417 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4699406 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4699407 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4699424 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4699429 nChanged 88
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Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4699448 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4699453 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4699457 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55905 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -4699470.500000 Penalty: 1016.700317
	Iteration 99Q: 3 clusters Score -4699470 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -4699477.500000 Penalty: 1016.700317
	Iteration 100F: 3 clusters Score -4699478 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4699468 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4699492 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4699538 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -4699514.000000 Penalty: 1016.700317
	Iteration 104Q: 3 clusters Score -4699514 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56639 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4699504 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56743 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4699507 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56854 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4699512 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4699501 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57122 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4699477 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4699483 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4699492 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4699499 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4699458 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4699460 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4699476 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4699472 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4699478 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4699481 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57991 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4699497 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58018 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4699486 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58033 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4699488 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -4699490.500000 Penalty: 1016.700317
	Iteration 122Q: 3 clusters Score -4699490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -4699492.500000 Penalty: 1016.700317
	Iteration 123Q: 3 clusters Score -4699492 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -4699480.500000 Penalty: 1016.700317
	Iteration 124Q: 3 clusters Score -4699480 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -4699474.000000 Penalty: 1016.700317
	Iteration 125Q: 3 clusters Score -4699474 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -4699479.000000 Penalty: 1016.700317
	Iteration 126Q: 3 clusters Score -4699479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -4699470.500000 Penalty: 1016.700317
	Iteration 127Q: 3 clusters Score -4699470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -4699467.500000 Penalty: 1016.700317
	Iteration 128Q: 3 clusters Score -4699468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4699478 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4699488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4699508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -4699510.000000 Penalty: 1016.700317
	Iteration 132Q: 3 clusters Score -4699510 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58553 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -4699521.000000 Penalty: 1016.700317
	Iteration 133Q: 3 clusters Score -4699521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -4699551.500000 Penalty: 1016.700317
	Iteration 134Q: 3 clusters Score -4699552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -4699555.500000 Penalty: 1016.700317
	Iteration 135Q: 3 clusters Score -4699556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -4699549.500000 Penalty: 1016.700317
	Iteration 136Q: 3 clusters Score -4699550 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58773 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4699550 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -4699556.000000 Penalty: 1016.700317
	Iteration 138Q: 3 clusters Score -4699556 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -4699565.000000 Penalty: 1016.700317
	Iteration 139Q: 3 clusters Score -4699565 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59034 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -4699569.000000 Penalty: 1016.700317
	Iteration 140F: 3 clusters Score -4699569 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -4699603.000000 Penalty: 1016.700317
	Iteration 141Q: 3 clusters Score -4699603 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -4699588.000000 Penalty: 1016.700317
	Iteration 142Q: 3 clusters Score -4699588 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -4699605.000000 Penalty: 1016.700317
	Iteration 143Q: 3 clusters Score -4699605 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -4699607.000000 Penalty: 1016.700317
	Iteration 144Q: 3 clusters Score -4699607 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -4699606.500000 Penalty: 1016.700317
	Iteration 145Q: 3 clusters Score -4699606 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -4699612.500000 Penalty: 1016.700317
	Iteration 146Q: 3 clusters Score -4699612 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -4699622.000000 Penalty: 1016.700317
	Iteration 147Q: 3 clusters Score -4699622 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59795 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -4699651.500000 Penalty: 1016.700317
	Iteration 148Q: 3 clusters Score -4699652 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -4699665.000000 Penalty: 1016.700317
	Iteration 149Q: 3 clusters Score -4699665 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60076 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -4699672.500000 Penalty: 1016.700317
	Iteration 150Q: 3 clusters Score -4699672 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -4699660.500000 Penalty: 1016.700317
	Iteration 151Q: 3 clusters Score -4699660 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -4699657.500000 Penalty: 1016.700317
	Iteration 152Q: 3 clusters Score -4699658 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -4699668.000000 Penalty: 1016.700317
	Iteration 153Q: 3 clusters Score -4699668 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -4699661.000000 Penalty: 1016.700317
	Iteration 154Q: 3 clusters Score -4699661 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -4699643.500000 Penalty: 1016.700317
	Iteration 155Q: 3 clusters Score -4699644 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -4699647.000000 Penalty: 1016.700317
	Iteration 156Q: 3 clusters Score -4699647 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -4699643.000000 Penalty: 1016.700317
	Iteration 157Q: 3 clusters Score -4699643 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -4699638.500000 Penalty: 1016.700317
	Iteration 158Q: 3 clusters Score -4699638 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -4699650.000000 Penalty: 1016.700317
	Iteration 159Q: 3 clusters Score -4699650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60637 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -4699638.500000 Penalty: 1016.700317
	Iteration 160F: 3 clusters Score -4699638 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -4699638.000000 Penalty: 1016.700317
	Iteration 161Q: 3 clusters Score -4699638 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -4699642.000000 Penalty: 1016.700317
	Iteration 162Q: 3 clusters Score -4699642 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60605 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -4699645.500000 Penalty: 1016.700317
	Iteration 163Q: 3 clusters Score -4699646 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -4699641.000000 Penalty: 1016.700317
	Iteration 164Q: 3 clusters Score -4699641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -4699638.500000 Penalty: 1016.700317
	Iteration 165Q: 3 clusters Score -4699638 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -4699638.000000 Penalty: 1016.700317
	Iteration 166Q: 3 clusters Score -4699638 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -4699637.000000 Penalty: 1016.700317
	Iteration 167Q: 3 clusters Score -4699637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60622 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -4699634.000000 Penalty: 1016.700317
	Iteration 168Q: 3 clusters Score -4699634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -4699640.500000 Penalty: 1016.700317
	Iteration 169Q: 3 clusters Score -4699640 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4699634 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -4699634.500000 Penalty: 1016.700317
	Iteration 171F: 3 clusters Score -4699634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -17363.564453 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -17363.56 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: -17000.365234 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -17000.37 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17102.169922 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -17102.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -17126.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17135.625000 Penalty: 534.618713
	Iteration 3Q: 3 clusters Score -17135.62 nChanged 8
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: -17148.376953 Penalty: 534.618713
	Iteration 4Q: 3 clusters Score -17148.38 nChanged 9
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: -17152.841797 Penalty: 534.618713
	Iteration 5Q: 3 clusters Score -17152.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17153.976562 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -17153.98 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: -17155.732422 Penalty: 534.618713
	Iteration 7Q: 3 clusters Score -17155.73 nChanged 2
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: -17158.113281 Penalty: 534.618713
	Iteration 8Q: 3 clusters Score -17158.11 nChanged 2
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: -17161.873047 Penalty: 534.618713
	Iteration 9Q: 3 clusters Score -17161.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17165.140625 Penalty: 534.618713
	Iteration 10Q: 3 clusters Score -17165.14 nChanged 2
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: -17165.347656 Penalty: 534.618713
	Iteration 11Q: 3 clusters Score -17165.35 nChanged 2
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: -17165.669922 Penalty: 534.618713
	Iteration 12Q: 3 clusters Score -17165.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17166.152344 Penalty: 534.618713
	Iteration 13Q: 3 clusters Score -17166.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17166.470703 Penalty: 534.618713
	Iteration 14Q: 3 clusters Score -17166.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17166.470703 Penalty: 534.618713
	Iteration 15F: 3 clusters Score -17166.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Entering Unmasked Estep 
Score: -1115191.750000 Penalty: 443.611115
	Iteration 0F: 2 clusters Score -1115192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1103720.000000 Penalty: 887.222229
	Iteration 0F: 3 clusters Score -1103720 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1109232.125000 Penalty: 887.222229
	Iteration 1F: 3 clusters Score -1109232 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1110420.625000 Penalty: 887.222229
	Iteration 2F: 3 clusters Score -1110421 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1111875.625000 Penalty: 887.222229
	Iteration 3F: 3 clusters Score -1111876 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1113021.000000 Penalty: 887.222229
	Iteration 4F: 3 clusters Score -1113021 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1113646.250000 Penalty: 887.222229
	Iteration 5F: 3 clusters Score -1113646 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1114060.750000 Penalty: 887.222229
	Iteration 6Q: 3 clusters Score -1114061 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1114428.250000 Penalty: 887.222229
	Iteration 7Q: 3 clusters Score -1114428 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1114748.500000 Penalty: 887.222229
	Iteration 8Q: 3 clusters Score -1114748 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1114964.250000 Penalty: 887.222229
	Iteration 9Q: 3 clusters Score -1114964 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1115108.250000 Penalty: 887.222229
	Iteration 10Q: 3 clusters Score -1115108 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1115186.625000 Penalty: 887.222229
	Iteration 11Q: 3 clusters Score -1115187 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1115229.875000 Penalty: 887.222229
	Iteration 12Q: 3 clusters Score -1115230 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1115257.250000 Penalty: 887.222229
	Iteration 13Q: 3 clusters Score -1115257 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1115268.500000 Penalty: 887.222229
	Iteration 14Q: 3 clusters Score -1115268 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1115276.875000 Penalty: 887.222229
	Iteration 15Q: 3 clusters Score -1115277 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1115284.750000 Penalty: 887.222229
	Iteration 16Q: 3 clusters Score -1115285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1115288.625000 Penalty: 887.222229
	Iteration 17Q: 3 clusters Score -1115289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1115291.875000 Penalty: 887.222229
	Iteration 18Q: 3 clusters Score -1115292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1115294.250000 Penalty: 887.222229
	Iteration 19Q: 3 clusters Score -1115294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1115299.250000 Penalty: 887.222229
	Iteration 20F: 3 clusters Score -1115299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1115299.625000 Penalty: 887.222229
	Iteration 21Q: 3 clusters Score -1115300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1115302.000000 Penalty: 887.222229
	Iteration 22Q: 3 clusters Score -1115302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1115304.125000 Penalty: 887.222229
	Iteration 23Q: 3 clusters Score -1115304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1115306.250000 Penalty: 887.222229
	Iteration 24Q: 3 clusters Score -1115306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1115303.875000 Penalty: 887.222229
	Iteration 25Q: 3 clusters Score -1115304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1115307.000000 Penalty: 887.222229
	Iteration 26Q: 3 clusters Score -1115307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1115309.375000 Penalty: 887.222229
	Iteration 27Q: 3 clusters Score -1115309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1115310.000000 Penalty: 887.222229
	Iteration 28Q: 3 clusters Score -1115310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1115311.375000 Penalty: 887.222229
	Iteration 29Q: 3 clusters Score -1115311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1115311.000000 Penalty: 887.222229
	Iteration 30Q: 3 clusters Score -1115311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1115311.000000 Penalty: 887.222229
	Iteration 31F: 3 clusters Score -1115311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66691 members 
Mstep: Class 3 contains 3882 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 21406 members 
Mstep: Class 6 contains 687 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 1953 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 18811 members 
Mstep: Class 14 contains 785 members 
Mstep: Class 15 contains 71149 members 
Mstep: Class 16 contains 43405 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 12854 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 47184 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 26477 members 
Mstep: Class 24 contains 9660 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 76797 members 
Mstep: Class 28 contains 27807 members 
Mstep: Class 29 contains 1651 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4447 members 
Mstep: Class 32 contains 42745 members 
Mstep: Class 33 contains 77057 members 
Mstep: Class 34 contains 10881 members 
Mstep: Class 35 contains 4295 members 
Entering Unmasked Estep 
Score: -35862096.000000 Penalty: 21133.728516
Splitting cluster 18 changes total score from -35862080.000000 to -35862096.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -38133.441406 Penalty: 298.462494
	Iteration 0F: 2 clusters Score -38133.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37533.554688 Penalty: 596.924988
	Iteration 0F: 3 clusters Score -37533.55 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -37691.777344 Penalty: 596.924988
	Iteration 1F: 3 clusters Score -37691.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37716.460938 Penalty: 596.924988
	Iteration 2F: 3 clusters Score -37716.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -37734.738281 Penalty: 596.924988
	Iteration 3Q: 3 clusters Score -37734.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37760.875000 Penalty: 596.924988
	Iteration 4Q: 3 clusters Score -37760.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37784.625000 Penalty: 596.924988
	Iteration 5Q: 3 clusters Score -37784.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -37810.679688 Penalty: 596.924988
	Iteration 6Q: 3 clusters Score -37810.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37827.464844 Penalty: 596.924988
	Iteration 7Q: 3 clusters Score -37827.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -37837.539062 Penalty: 596.924988
	Iteration 8Q: 3 clusters Score -37837.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37846.234375 Penalty: 596.924988
	Iteration 9Q: 3 clusters Score -37846.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37859.636719 Penalty: 596.924988
	Iteration 10Q: 3 clusters Score -37859.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37868.007812 Penalty: 596.924988
	Iteration 11Q: 3 clusters Score -37868.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37877.273438 Penalty: 596.924988
	Iteration 12Q: 3 clusters Score -37877.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -37885.363281 Penalty: 596.924988
	Iteration 13Q: 3 clusters Score -37885.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -37895.304688 Penalty: 596.924988
	Iteration 14Q: 3 clusters Score -37895.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37898.882812 Penalty: 596.924988
	Iteration 15Q: 3 clusters Score -37898.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -37899.421875 Penalty: 596.924988
	Iteration 16Q: 3 clusters Score -37899.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37899.937500 Penalty: 596.924988
	Iteration 17Q: 3 clusters Score -37899.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37900.351562 Penalty: 596.924988
	Iteration 18Q: 3 clusters Score -37900.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37901.042969 Penalty: 596.924988
	Iteration 19Q: 3 clusters Score -37901.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37901.042969 Penalty: 596.924988
	Iteration 20F: 3 clusters Score -37901.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -14799.321289 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -14799.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14481.072266 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -14481.07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14552.185547 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -14552.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14569.106445 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -14569.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14581.561523 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -14581.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14595.176758 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -14595.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14600.194336 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -14600.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14601.319336 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -14601.32 nChanged 0
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: -14601.319336 Penalty: 509.792816
	Iteration 7F: 3 clusters Score -14601.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Entering Unmasked Estep 
Score: -3101856.750000 Penalty: 489.662354
	Iteration 0F: 2 clusters Score -3101857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -3070480.500000 Penalty: 979.324707
	Iteration 0F: 3 clusters Score -3070480 nChanged 22865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -3084069.750000 Penalty: 979.324707
	Iteration 1F: 3 clusters Score -3084070 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -3084917.250000 Penalty: 979.324707
	Iteration 2Q: 3 clusters Score -3084917 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -3086067.750000 Penalty: 979.324707
	Iteration 3F: 3 clusters Score -3086068 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -3087844.750000 Penalty: 979.324707
	Iteration 4F: 3 clusters Score -3087845 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -3090647.750000 Penalty: 979.324707
	Iteration 5F: 3 clusters Score -3090648 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -3094235.000000 Penalty: 979.324707
	Iteration 6F: 3 clusters Score -3094235 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -3097645.250000 Penalty: 979.324707
	Iteration 7F: 3 clusters Score -3097645 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -3100018.250000 Penalty: 979.324707
	Iteration 8Q: 3 clusters Score -3100018 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -3101021.000000 Penalty: 979.324707
	Iteration 9Q: 3 clusters Score -3101021 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -3101284.250000 Penalty: 979.324707
	Iteration 10Q: 3 clusters Score -3101284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -3101365.500000 Penalty: 979.324707
	Iteration 11Q: 3 clusters Score -3101366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -3101390.500000 Penalty: 979.324707
	Iteration 12Q: 3 clusters Score -3101390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -3101407.500000 Penalty: 979.324707
	Iteration 13Q: 3 clusters Score -3101408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -3101415.750000 Penalty: 979.324707
	Iteration 14Q: 3 clusters Score -3101416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -3101417.000000 Penalty: 979.324707
	Iteration 15Q: 3 clusters Score -3101417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -3101417.000000 Penalty: 979.324707
	Iteration 16F: 3 clusters Score -3101417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -5321.030273 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -5321.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5143.133301 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -5143.133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5255.268066 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -5255.268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5264.079102 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -5264.079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5275.348633 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -5275.349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5278.730469 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -5278.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5281.052246 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -5281.052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5282.420410 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -5282.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5283.260254 Penalty: 458.362671
	Iteration 7Q: 3 clusters Score -5283.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5283.691895 Penalty: 458.362671
	Iteration 8Q: 3 clusters Score -5283.692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5285.526367 Penalty: 458.362671
	Iteration 9Q: 3 clusters Score -5285.526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5285.812988 Penalty: 458.362671
	Iteration 10Q: 3 clusters Score -5285.813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5285.812988 Penalty: 458.362671
	Iteration 11F: 3 clusters Score -5285.813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Entering Unmasked Estep 
Score: -1757038.875000 Penalty: 463.373444
	Iteration 0F: 2 clusters Score -1757039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1739313.375000 Penalty: 926.746887
	Iteration 0F: 3 clusters Score -1739313 nChanged 12669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1746614.375000 Penalty: 926.746887
	Iteration 1F: 3 clusters Score -1746614 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1747028.875000 Penalty: 926.746887
	Iteration 2Q: 3 clusters Score -1747029 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1747638.500000 Penalty: 926.746887
	Iteration 3Q: 3 clusters Score -1747638 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1748616.000000 Penalty: 926.746887
	Iteration 4F: 3 clusters Score -1748616 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1750233.250000 Penalty: 926.746887
	Iteration 5F: 3 clusters Score -1750233 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1752214.250000 Penalty: 926.746887
	Iteration 6F: 3 clusters Score -1752214 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1753512.875000 Penalty: 926.746887
	Iteration 7F: 3 clusters Score -1753513 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1754147.750000 Penalty: 926.746887
	Iteration 8Q: 3 clusters Score -1754148 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1754607.875000 Penalty: 926.746887
	Iteration 9Q: 3 clusters Score -1754608 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1755065.500000 Penalty: 926.746887
	Iteration 10Q: 3 clusters Score -1755066 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1755530.875000 Penalty: 926.746887
	Iteration 11Q: 3 clusters Score -1755531 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1755872.625000 Penalty: 926.746887
	Iteration 12Q: 3 clusters Score -1755873 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1756067.750000 Penalty: 926.746887
	Iteration 13Q: 3 clusters Score -1756068 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1756180.250000 Penalty: 926.746887
	Iteration 14Q: 3 clusters Score -1756180 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1756241.125000 Penalty: 926.746887
	Iteration 15Q: 3 clusters Score -1756241 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1756279.000000 Penalty: 926.746887
	Iteration 16Q: 3 clusters Score -1756279 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1756302.875000 Penalty: 926.746887
	Iteration 17Q: 3 clusters Score -1756303 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1756309.625000 Penalty: 926.746887
	Iteration 18Q: 3 clusters Score -1756310 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1756322.125000 Penalty: 926.746887
	Iteration 19Q: 3 clusters Score -1756322 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1756328.000000 Penalty: 926.746887
	Iteration 20F: 3 clusters Score -1756328 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1756334.500000 Penalty: 926.746887
	Iteration 21Q: 3 clusters Score -1756334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1756335.125000 Penalty: 926.746887
	Iteration 22Q: 3 clusters Score -1756335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1756338.625000 Penalty: 926.746887
	Iteration 23Q: 3 clusters Score -1756339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1756341.000000 Penalty: 926.746887
	Iteration 24Q: 3 clusters Score -1756341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1756343.125000 Penalty: 926.746887
	Iteration 25Q: 3 clusters Score -1756343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1756345.625000 Penalty: 926.746887
	Iteration 26Q: 3 clusters Score -1756346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1756344.750000 Penalty: 926.746887
	Iteration 27Q: 3 clusters Score -1756345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1756344.125000 Penalty: 926.746887
	Iteration 28Q: 3 clusters Score -1756344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1756345.625000 Penalty: 926.746887
	Iteration 29Q: 3 clusters Score -1756346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1756343.000000 Penalty: 926.746887
	Iteration 30Q: 3 clusters Score -1756343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1756342.625000 Penalty: 926.746887
	Iteration 31Q: 3 clusters Score -1756343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1756343.375000 Penalty: 926.746887
	Iteration 32Q: 3 clusters Score -1756343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1756343.375000 Penalty: 926.746887
	Iteration 33F: 3 clusters Score -1756343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Entering Unmasked Estep 
Score: -650218.312500 Penalty: 417.496582
	Iteration 0F: 2 clusters Score -650218.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -643880.000000 Penalty: 834.993164
	Iteration 0F: 3 clusters Score -643880 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -646446.312500 Penalty: 834.993164
	Iteration 1F: 3 clusters Score -646446.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -646732.625000 Penalty: 834.993164
	Iteration 2F: 3 clusters Score -646732.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -647150.625000 Penalty: 834.993164
	Iteration 3F: 3 clusters Score -647150.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -647714.375000 Penalty: 834.993164
	Iteration 4F: 3 clusters Score -647714.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -648440.000000 Penalty: 834.993164
	Iteration 5F: 3 clusters Score -648440 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -648980.437500 Penalty: 834.993164
	Iteration 6F: 3 clusters Score -648980.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -649187.000000 Penalty: 834.993164
	Iteration 7Q: 3 clusters Score -649187 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -649285.500000 Penalty: 834.993164
	Iteration 8Q: 3 clusters Score -649285.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -649346.687500 Penalty: 834.993164
	Iteration 9Q: 3 clusters Score -649346.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -649373.062500 Penalty: 834.993164
	Iteration 10Q: 3 clusters Score -649373.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -649390.062500 Penalty: 834.993164
	Iteration 11Q: 3 clusters Score -649390.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -649402.875000 Penalty: 834.993164
	Iteration 12Q: 3 clusters Score -649402.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -649415.625000 Penalty: 834.993164
	Iteration 13Q: 3 clusters Score -649415.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -649427.750000 Penalty: 834.993164
	Iteration 14Q: 3 clusters Score -649427.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -649439.000000 Penalty: 834.993164
	Iteration 15Q: 3 clusters Score -649439 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -649446.750000 Penalty: 834.993164
	Iteration 16Q: 3 clusters Score -649446.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -649451.812500 Penalty: 834.993164
	Iteration 17Q: 3 clusters Score -649451.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -649457.375000 Penalty: 834.993164
	Iteration 18Q: 3 clusters Score -649457.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -649460.937500 Penalty: 834.993164
	Iteration 19Q: 3 clusters Score -649460.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -649463.312500 Penalty: 834.993164
	Iteration 20F: 3 clusters Score -649463.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -649468.312500 Penalty: 834.993164
	Iteration 21Q: 3 clusters Score -649468.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -649475.750000 Penalty: 834.993164
	Iteration 22Q: 3 clusters Score -649475.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -649477.812500 Penalty: 834.993164
	Iteration 23Q: 3 clusters Score -649477.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -649480.625000 Penalty: 834.993164
	Iteration 24Q: 3 clusters Score -649480.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -649484.187500 Penalty: 834.993164
	Iteration 25Q: 3 clusters Score -649484.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -649487.000000 Penalty: 834.993164
	Iteration 26Q: 3 clusters Score -649487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -649488.937500 Penalty: 834.993164
	Iteration 27Q: 3 clusters Score -649488.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -649488.687500 Penalty: 834.993164
	Iteration 28Q: 3 clusters Score -649488.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -649489.250000 Penalty: 834.993164
	Iteration 29Q: 3 clusters Score -649489.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -649491.500000 Penalty: 834.993164
	Iteration 30Q: 3 clusters Score -649491.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -649494.187500 Penalty: 834.993164
	Iteration 31Q: 3 clusters Score -649494.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -649498.312500 Penalty: 834.993164
	Iteration 32Q: 3 clusters Score -649498.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -649497.625000 Penalty: 834.993164
	Iteration 33Q: 3 clusters Score -649497.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -649498.437500 Penalty: 834.993164
	Iteration 34Q: 3 clusters Score -649498.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -649505.375000 Penalty: 834.993164
	Iteration 35Q: 3 clusters Score -649505.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -649506.250000 Penalty: 834.993164
	Iteration 36Q: 3 clusters Score -649506.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -649506.687500 Penalty: 834.993164
	Iteration 37Q: 3 clusters Score -649506.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -649506.250000 Penalty: 834.993164
	Iteration 38Q: 3 clusters Score -649506.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -649506.937500 Penalty: 834.993164
	Iteration 39Q: 3 clusters Score -649506.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -649508.937500 Penalty: 834.993164
	Iteration 40F: 3 clusters Score -649508.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -649508.187500 Penalty: 834.993164
	Iteration 41Q: 3 clusters Score -649508.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -649509.125000 Penalty: 834.993164
	Iteration 42Q: 3 clusters Score -649509.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -649508.312500 Penalty: 834.993164
	Iteration 43Q: 3 clusters Score -649508.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -649508.062500 Penalty: 834.993164
	Iteration 44Q: 3 clusters Score -649508.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -649508.500000 Penalty: 834.993164
	Iteration 45Q: 3 clusters Score -649508.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -649508.625000 Penalty: 834.993164
	Iteration 46Q: 3 clusters Score -649508.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -649509.562500 Penalty: 834.993164
	Iteration 47Q: 3 clusters Score -649509.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -649509.625000 Penalty: 834.993164
	Iteration 48Q: 3 clusters Score -649509.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -649510.312500 Penalty: 834.993164
	Iteration 49Q: 3 clusters Score -649510.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -649511.187500 Penalty: 834.993164
	Iteration 50Q: 3 clusters Score -649511.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -649512.125000 Penalty: 834.993164
	Iteration 51Q: 3 clusters Score -649512.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -649512.250000 Penalty: 834.993164
	Iteration 52Q: 3 clusters Score -649512.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -649513.000000 Penalty: 834.993164
	Iteration 53Q: 3 clusters Score -649513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -649512.000000 Penalty: 834.993164
	Iteration 54Q: 3 clusters Score -649512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -649515.000000 Penalty: 834.993164
	Iteration 55Q: 3 clusters Score -649515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -649514.562500 Penalty: 834.993164
	Iteration 56Q: 3 clusters Score -649514.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -649514.875000 Penalty: 834.993164
	Iteration 57Q: 3 clusters Score -649514.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -649515.562500 Penalty: 834.993164
	Iteration 58Q: 3 clusters Score -649515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -649514.500000 Penalty: 834.993164
	Iteration 59Q: 3 clusters Score -649514.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -649514.125000 Penalty: 834.993164
	Iteration 60F: 3 clusters Score -649514.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -18114.656250 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -18114.66 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 177 members 
Entering Unmasked Estep 
Score: -17734.216797 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -17734.22 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17842.703125 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -17842.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17897.212891 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -17897.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17915.011719 Penalty: 527.992737
	Iteration 3Q: 3 clusters Score -17915.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17944.355469 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -17944.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17961.244141 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -17961.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17973.050781 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -17973.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17979.263672 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -17979.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17980.451172 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -17980.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17984.501953 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -17984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17985.400391 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -17985.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17986.705078 Penalty: 527.992737
	Iteration 11Q: 3 clusters Score -17986.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17987.244141 Penalty: 527.992737
	Iteration 12Q: 3 clusters Score -17987.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17987.244141 Penalty: 527.992737
	Iteration 13F: 3 clusters Score -17987.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -12975.203125 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -12975.2 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 107 members 
Entering Unmasked Estep 
Score: -12707.503906 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -12707.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12847.653320 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -12847.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -12907.848633 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -12907.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -12955.689453 Penalty: 500.614502
	Iteration 3F: 3 clusters Score -12955.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -12966.601562 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -12966.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -12966.601562 Penalty: 500.614502
	Iteration 5F: 3 clusters Score -12966.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (76797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76797 members 
Entering Unmasked Estep 
Score: -5083597.500000 Penalty: 511.825867
	Iteration 0F: 2 clusters Score -5083598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -5032330.000000 Penalty: 1023.651733
	Iteration 0F: 3 clusters Score -5032330 nChanged 37266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -5054768.000000 Penalty: 1023.651733
	Iteration 1F: 3 clusters Score -5054768 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -5056459.500000 Penalty: 1023.651733
	Iteration 2Q: 3 clusters Score -5056460 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -5059687.500000 Penalty: 1023.651733
	Iteration 3F: 3 clusters Score -5059688 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -5064447.500000 Penalty: 1023.651733
	Iteration 4F: 3 clusters Score -5064448 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -5069597.000000 Penalty: 1023.651733
	Iteration 5F: 3 clusters Score -5069597 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -5073319.000000 Penalty: 1023.651733
	Iteration 6F: 3 clusters Score -5073319 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -5075366.500000 Penalty: 1023.651733
	Iteration 7Q: 3 clusters Score -5075366 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64973 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -5076760.500000 Penalty: 1023.651733
	Iteration 8Q: 3 clusters Score -5076760 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66408 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -5077783.000000 Penalty: 1023.651733
	Iteration 9Q: 3 clusters Score -5077783 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67575 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -5078729.500000 Penalty: 1023.651733
	Iteration 10Q: 3 clusters Score -5078730 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68563 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -5079540.500000 Penalty: 1023.651733
	Iteration 11Q: 3 clusters Score -5079540 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -5080279.500000 Penalty: 1023.651733
	Iteration 12Q: 3 clusters Score -5080280 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -5080872.500000 Penalty: 1023.651733
	Iteration 13Q: 3 clusters Score -5080872 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70715 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -5081336.500000 Penalty: 1023.651733
	Iteration 14Q: 3 clusters Score -5081336 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -5081634.500000 Penalty: 1023.651733
	Iteration 15Q: 3 clusters Score -5081634 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71428 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -5081883.000000 Penalty: 1023.651733
	Iteration 16Q: 3 clusters Score -5081883 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71704 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -5082059.500000 Penalty: 1023.651733
	Iteration 17Q: 3 clusters Score -5082060 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -5082168.000000 Penalty: 1023.651733
	Iteration 18Q: 3 clusters Score -5082168 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72075 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -5082249.000000 Penalty: 1023.651733
	Iteration 19Q: 3 clusters Score -5082249 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72195 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -5082325.000000 Penalty: 1023.651733
	Iteration 20F: 3 clusters Score -5082325 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72288 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -5082388.500000 Penalty: 1023.651733
	Iteration 21Q: 3 clusters Score -5082388 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72337 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -5082440.000000 Penalty: 1023.651733
	Iteration 22Q: 3 clusters Score -5082440 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -5082486.500000 Penalty: 1023.651733
	Iteration 23Q: 3 clusters Score -5082486 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -5082510.000000 Penalty: 1023.651733
	Iteration 24Q: 3 clusters Score -5082510 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72363 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -5082551.000000 Penalty: 1023.651733
	Iteration 25Q: 3 clusters Score -5082551 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72351 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -5082568.500000 Penalty: 1023.651733
	Iteration 26Q: 3 clusters Score -5082568 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72318 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -5082604.000000 Penalty: 1023.651733
	Iteration 27Q: 3 clusters Score -5082604 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72285 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -5082648.000000 Penalty: 1023.651733
	Iteration 28Q: 3 clusters Score -5082648 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -5082702.000000 Penalty: 1023.651733
	Iteration 29Q: 3 clusters Score -5082702 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -5082746.000000 Penalty: 1023.651733
	Iteration 30Q: 3 clusters Score -5082746 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72112 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -5082784.500000 Penalty: 1023.651733
	Iteration 31Q: 3 clusters Score -5082784 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72063 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -5082802.000000 Penalty: 1023.651733
	Iteration 32Q: 3 clusters Score -5082802 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72001 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -5082807.500000 Penalty: 1023.651733
	Iteration 33Q: 3 clusters Score -5082808 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71945 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -5082822.000000 Penalty: 1023.651733
	Iteration 34Q: 3 clusters Score -5082822 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71909 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -5082830.500000 Penalty: 1023.651733
	Iteration 35Q: 3 clusters Score -5082830 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -5082842.500000 Penalty: 1023.651733
	Iteration 36Q: 3 clusters Score -5082842 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71868 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -5082857.000000 Penalty: 1023.651733
	Iteration 37Q: 3 clusters Score -5082857 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -5082868.500000 Penalty: 1023.651733
	Iteration 38Q: 3 clusters Score -5082868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71856 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -5082862.500000 Penalty: 1023.651733
	Iteration 39Q: 3 clusters Score -5082862 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71855 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -5082876.000000 Penalty: 1023.651733
	Iteration 40F: 3 clusters Score -5082876 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71861 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -5082868.500000 Penalty: 1023.651733
	Iteration 41Q: 3 clusters Score -5082868 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71860 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -5082885.500000 Penalty: 1023.651733
	Iteration 42Q: 3 clusters Score -5082886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71868 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -5082888.500000 Penalty: 1023.651733
	Iteration 43Q: 3 clusters Score -5082888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71882 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -5082892.500000 Penalty: 1023.651733
	Iteration 44Q: 3 clusters Score -5082892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -5082895.500000 Penalty: 1023.651733
	Iteration 45Q: 3 clusters Score -5082896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71884 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -5082891.000000 Penalty: 1023.651733
	Iteration 46Q: 3 clusters Score -5082891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71887 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -5082899.000000 Penalty: 1023.651733
	Iteration 47Q: 3 clusters Score -5082899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -5082891.000000 Penalty: 1023.651733
	Iteration 48Q: 3 clusters Score -5082891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -5082896.000000 Penalty: 1023.651733
	Iteration 49Q: 3 clusters Score -5082896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -5082895.500000 Penalty: 1023.651733
	Iteration 50Q: 3 clusters Score -5082896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71878 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -5082893.000000 Penalty: 1023.651733
	Iteration 51Q: 3 clusters Score -5082893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -5082901.000000 Penalty: 1023.651733
	Iteration 52Q: 3 clusters Score -5082901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71884 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -5082898.000000 Penalty: 1023.651733
	Iteration 53Q: 3 clusters Score -5082898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71874 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -5082897.000000 Penalty: 1023.651733
	Iteration 54Q: 3 clusters Score -5082897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -5082900.500000 Penalty: 1023.651733
	Iteration 55Q: 3 clusters Score -5082900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71879 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -5082898.000000 Penalty: 1023.651733
	Iteration 56Q: 3 clusters Score -5082898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71889 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -5082907.000000 Penalty: 1023.651733
	Iteration 57Q: 3 clusters Score -5082907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -5082906.500000 Penalty: 1023.651733
	Iteration 58Q: 3 clusters Score -5082906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -5082905.000000 Penalty: 1023.651733
	Iteration 59Q: 3 clusters Score -5082905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71879 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -5082903.500000 Penalty: 1023.651733
	Iteration 60F: 3 clusters Score -5082904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71877 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -5082903.000000 Penalty: 1023.651733
	Iteration 61Q: 3 clusters Score -5082903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71872 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -5082901.500000 Penalty: 1023.651733
	Iteration 62Q: 3 clusters Score -5082902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -5082902.000000 Penalty: 1023.651733
	Iteration 63Q: 3 clusters Score -5082902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71872 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -5082908.000000 Penalty: 1023.651733
	Iteration 64Q: 3 clusters Score -5082908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71869 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -5082908.500000 Penalty: 1023.651733
	Iteration 65Q: 3 clusters Score -5082908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71863 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -5082907.000000 Penalty: 1023.651733
	Iteration 66Q: 3 clusters Score -5082907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71866 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -5082910.000000 Penalty: 1023.651733
	Iteration 67Q: 3 clusters Score -5082910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71865 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -5082907.500000 Penalty: 1023.651733
	Iteration 68Q: 3 clusters Score -5082908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -5082916.000000 Penalty: 1023.651733
	Iteration 69Q: 3 clusters Score -5082916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -5082911.500000 Penalty: 1023.651733
	Iteration 70Q: 3 clusters Score -5082912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71883 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -5082911.000000 Penalty: 1023.651733
	Iteration 71Q: 3 clusters Score -5082911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -5082908.000000 Penalty: 1023.651733
	Iteration 72Q: 3 clusters Score -5082908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71893 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -5082909.000000 Penalty: 1023.651733
	Iteration 73Q: 3 clusters Score -5082909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -5082910.500000 Penalty: 1023.651733
	Iteration 74Q: 3 clusters Score -5082910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -5082909.500000 Penalty: 1023.651733
	Iteration 75Q: 3 clusters Score -5082910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71902 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -5082910.000000 Penalty: 1023.651733
	Iteration 76Q: 3 clusters Score -5082910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -5082908.500000 Penalty: 1023.651733
	Iteration 77Q: 3 clusters Score -5082908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71902 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -5082906.500000 Penalty: 1023.651733
	Iteration 78Q: 3 clusters Score -5082906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -5082912.000000 Penalty: 1023.651733
	Iteration 79Q: 3 clusters Score -5082912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -5082908.000000 Penalty: 1023.651733
	Iteration 80F: 3 clusters Score -5082908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -5082915.500000 Penalty: 1023.651733
	Iteration 81Q: 3 clusters Score -5082916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -5082912.500000 Penalty: 1023.651733
	Iteration 82Q: 3 clusters Score -5082912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71893 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -5082913.000000 Penalty: 1023.651733
	Iteration 83Q: 3 clusters Score -5082913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71893 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -5082915.500000 Penalty: 1023.651733
	Iteration 84Q: 3 clusters Score -5082916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71896 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -5082918.000000 Penalty: 1023.651733
	Iteration 85Q: 3 clusters Score -5082918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71893 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -5082916.500000 Penalty: 1023.651733
	Iteration 86Q: 3 clusters Score -5082916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71892 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -5082923.000000 Penalty: 1023.651733
	Iteration 87Q: 3 clusters Score -5082923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -5082931.500000 Penalty: 1023.651733
	Iteration 88Q: 3 clusters Score -5082932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -5082930.000000 Penalty: 1023.651733
	Iteration 89Q: 3 clusters Score -5082930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71902 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -5082932.000000 Penalty: 1023.651733
	Iteration 90Q: 3 clusters Score -5082932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71896 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -5082932.500000 Penalty: 1023.651733
	Iteration 91Q: 3 clusters Score -5082932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -5082924.000000 Penalty: 1023.651733
	Iteration 92Q: 3 clusters Score -5082924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71874 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -5082928.500000 Penalty: 1023.651733
	Iteration 93Q: 3 clusters Score -5082928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -5082939.000000 Penalty: 1023.651733
	Iteration 94Q: 3 clusters Score -5082939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71887 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -5082945.500000 Penalty: 1023.651733
	Iteration 95Q: 3 clusters Score -5082946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71883 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -5082948.000000 Penalty: 1023.651733
	Iteration 96Q: 3 clusters Score -5082948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71883 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -5082951.000000 Penalty: 1023.651733
	Iteration 97Q: 3 clusters Score -5082951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71875 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -5082946.500000 Penalty: 1023.651733
	Iteration 98Q: 3 clusters Score -5082946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71878 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -5082954.500000 Penalty: 1023.651733
	Iteration 99Q: 3 clusters Score -5082954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71894 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -5082961.500000 Penalty: 1023.651733
	Iteration 100F: 3 clusters Score -5082962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -5082957.000000 Penalty: 1023.651733
	Iteration 101Q: 3 clusters Score -5082957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71892 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -5082961.500000 Penalty: 1023.651733
	Iteration 102Q: 3 clusters Score -5082962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71890 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -5082964.000000 Penalty: 1023.651733
	Iteration 103Q: 3 clusters Score -5082964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71891 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -5082961.500000 Penalty: 1023.651733
	Iteration 104Q: 3 clusters Score -5082962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71894 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -5082962.000000 Penalty: 1023.651733
	Iteration 105Q: 3 clusters Score -5082962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71897 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -5082967.500000 Penalty: 1023.651733
	Iteration 106Q: 3 clusters Score -5082968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -5082965.000000 Penalty: 1023.651733
	Iteration 107Q: 3 clusters Score -5082965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71897 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -5082968.000000 Penalty: 1023.651733
	Iteration 108Q: 3 clusters Score -5082968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -5082972.000000 Penalty: 1023.651733
	Iteration 109Q: 3 clusters Score -5082972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -5082970.500000 Penalty: 1023.651733
	Iteration 110Q: 3 clusters Score -5082970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -5082969.000000 Penalty: 1023.651733
	Iteration 111Q: 3 clusters Score -5082969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5082970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -5082970.000000 Penalty: 1023.651733
	Iteration 113F: 3 clusters Score -5082970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27807 members 
Entering Unmasked Estep 
Score: -1830119.250000 Penalty: 465.603455
	Iteration 0F: 2 clusters Score -1830119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1811487.625000 Penalty: 931.206909
	Iteration 0F: 3 clusters Score -1811488 nChanged 13294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1819684.000000 Penalty: 931.206909
	Iteration 1F: 3 clusters Score -1819684 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1820314.125000 Penalty: 931.206909
	Iteration 2F: 3 clusters Score -1820314 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1821296.625000 Penalty: 931.206909
	Iteration 3F: 3 clusters Score -1821297 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1822785.000000 Penalty: 931.206909
	Iteration 4F: 3 clusters Score -1822785 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1824644.375000 Penalty: 931.206909
	Iteration 5F: 3 clusters Score -1824644 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1826278.500000 Penalty: 931.206909
	Iteration 6F: 3 clusters Score -1826278 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1827464.125000 Penalty: 931.206909
	Iteration 7Q: 3 clusters Score -1827464 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1828172.125000 Penalty: 931.206909
	Iteration 8Q: 3 clusters Score -1828172 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1828617.625000 Penalty: 931.206909
	Iteration 9Q: 3 clusters Score -1828618 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1828933.250000 Penalty: 931.206909
	Iteration 10Q: 3 clusters Score -1828933 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1829205.125000 Penalty: 931.206909
	Iteration 11Q: 3 clusters Score -1829205 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1829400.125000 Penalty: 931.206909
	Iteration 12Q: 3 clusters Score -1829400 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1829523.125000 Penalty: 931.206909
	Iteration 13Q: 3 clusters Score -1829523 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1829590.875000 Penalty: 931.206909
	Iteration 14Q: 3 clusters Score -1829591 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1829649.625000 Penalty: 931.206909
	Iteration 15Q: 3 clusters Score -1829650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1829673.500000 Penalty: 931.206909
	Iteration 16Q: 3 clusters Score -1829674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1829680.750000 Penalty: 931.206909
	Iteration 17Q: 3 clusters Score -1829681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1829683.875000 Penalty: 931.206909
	Iteration 18Q: 3 clusters Score -1829684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1829687.500000 Penalty: 931.206909
	Iteration 19Q: 3 clusters Score -1829688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1829689.625000 Penalty: 931.206909
	Iteration 20F: 3 clusters Score -1829690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1829691.375000 Penalty: 931.206909
	Iteration 21Q: 3 clusters Score -1829691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1829693.500000 Penalty: 931.206909
	Iteration 22Q: 3 clusters Score -1829694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1829695.375000 Penalty: 931.206909
	Iteration 23Q: 3 clusters Score -1829695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1829695.375000 Penalty: 931.206909
	Iteration 24F: 3 clusters Score -1829695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -110847.148438 Penalty: 337.115692
	Iteration 0F: 2 clusters Score -110847.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -109601.578125 Penalty: 674.231384
	Iteration 0F: 3 clusters Score -109601.6 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -110017.414062 Penalty: 674.231384
	Iteration 1F: 3 clusters Score -110017.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -110084.617188 Penalty: 674.231384
	Iteration 2F: 3 clusters Score -110084.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -110122.898438 Penalty: 674.231384
	Iteration 3Q: 3 clusters Score -110122.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -110148.250000 Penalty: 674.231384
	Iteration 4Q: 3 clusters Score -110148.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -110172.500000 Penalty: 674.231384
	Iteration 5Q: 3 clusters Score -110172.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -110206.328125 Penalty: 674.231384
	Iteration 6Q: 3 clusters Score -110206.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -110238.710938 Penalty: 674.231384
	Iteration 7Q: 3 clusters Score -110238.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -110265.250000 Penalty: 674.231384
	Iteration 8Q: 3 clusters Score -110265.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -110295.453125 Penalty: 674.231384
	Iteration 9Q: 3 clusters Score -110295.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -110335.765625 Penalty: 674.231384
	Iteration 10Q: 3 clusters Score -110335.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -110369.492188 Penalty: 674.231384
	Iteration 11Q: 3 clusters Score -110369.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -110404.968750 Penalty: 674.231384
	Iteration 12Q: 3 clusters Score -110405 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -110431.960938 Penalty: 674.231384
	Iteration 13Q: 3 clusters Score -110432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -110453.984375 Penalty: 674.231384
	Iteration 14Q: 3 clusters Score -110454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -110475.109375 Penalty: 674.231384
	Iteration 15Q: 3 clusters Score -110475.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -110490.898438 Penalty: 674.231384
	Iteration 16Q: 3 clusters Score -110490.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -110507.468750 Penalty: 674.231384
	Iteration 17Q: 3 clusters Score -110507.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -110517.468750 Penalty: 674.231384
	Iteration 18Q: 3 clusters Score -110517.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110526.992188 Penalty: 674.231384
	Iteration 19Q: 3 clusters Score -110527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -110532.421875 Penalty: 674.231384
	Iteration 20F: 3 clusters Score -110532.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -110535.000000 Penalty: 674.231384
	Iteration 21Q: 3 clusters Score -110535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -110536.367188 Penalty: 674.231384
	Iteration 22Q: 3 clusters Score -110536.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -110537.429688 Penalty: 674.231384
	Iteration 23Q: 3 clusters Score -110537.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -110538.000000 Penalty: 674.231384
	Iteration 24Q: 3 clusters Score -110538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -110537.906250 Penalty: 674.231384
	Iteration 25Q: 3 clusters Score -110537.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -110537.906250 Penalty: 674.231384
	Iteration 26F: 3 clusters Score -110537.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -8942.865234 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -8942.865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8715.642578 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8715.643 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8819.788086 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -8819.788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8846.132812 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -8846.133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8852.455078 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -8852.455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8858.166992 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -8858.167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8860.049805 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -8860.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8862.251953 Penalty: 461.270294
	Iteration 6Q: 3 clusters Score -8862.252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8862.251953 Penalty: 461.270294
	Iteration 7F: 3 clusters Score -8862.252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Entering Unmasked Estep 
Score: -289549.531250 Penalty: 382.199341
	Iteration 0F: 2 clusters Score -289549.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -286532.656250 Penalty: 764.398682
	Iteration 0F: 3 clusters Score -286532.7 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -287537.187500 Penalty: 764.398682
	Iteration 1F: 3 clusters Score -287537.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -287617.437500 Penalty: 764.398682
	Iteration 2Q: 3 clusters Score -287617.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -287709.718750 Penalty: 764.398682
	Iteration 3Q: 3 clusters Score -287709.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -287810.250000 Penalty: 764.398682
	Iteration 4Q: 3 clusters Score -287810.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -287939.000000 Penalty: 764.398682
	Iteration 5F: 3 clusters Score -287939 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -288072.343750 Penalty: 764.398682
	Iteration 6Q: 3 clusters Score -288072.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -288240.406250 Penalty: 764.398682
	Iteration 7F: 3 clusters Score -288240.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -288417.531250 Penalty: 764.398682
	Iteration 8F: 3 clusters Score -288417.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -288526.875000 Penalty: 764.398682
	Iteration 9Q: 3 clusters Score -288526.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -288600.312500 Penalty: 764.398682
	Iteration 10Q: 3 clusters Score -288600.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -288654.750000 Penalty: 764.398682
	Iteration 11Q: 3 clusters Score -288654.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -288702.625000 Penalty: 764.398682
	Iteration 12Q: 3 clusters Score -288702.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -288751.375000 Penalty: 764.398682
	Iteration 13Q: 3 clusters Score -288751.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -288779.750000 Penalty: 764.398682
	Iteration 14Q: 3 clusters Score -288779.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -288803.968750 Penalty: 764.398682
	Iteration 15Q: 3 clusters Score -288804 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -288826.375000 Penalty: 764.398682
	Iteration 16Q: 3 clusters Score -288826.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -288851.562500 Penalty: 764.398682
	Iteration 17Q: 3 clusters Score -288851.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -288874.250000 Penalty: 764.398682
	Iteration 18Q: 3 clusters Score -288874.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -288896.250000 Penalty: 764.398682
	Iteration 19Q: 3 clusters Score -288896.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -288919.062500 Penalty: 764.398682
	Iteration 20F: 3 clusters Score -288919.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -288953.937500 Penalty: 764.398682
	Iteration 21Q: 3 clusters Score -288953.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -288984.093750 Penalty: 764.398682
	Iteration 22Q: 3 clusters Score -288984.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -289002.750000 Penalty: 764.398682
	Iteration 23Q: 3 clusters Score -289002.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -289019.781250 Penalty: 764.398682
	Iteration 24Q: 3 clusters Score -289019.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -289043.718750 Penalty: 764.398682
	Iteration 25Q: 3 clusters Score -289043.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -289061.093750 Penalty: 764.398682
	Iteration 26Q: 3 clusters Score -289061.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -289084.750000 Penalty: 764.398682
	Iteration 27Q: 3 clusters Score -289084.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -289100.468750 Penalty: 764.398682
	Iteration 28Q: 3 clusters Score -289100.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -289115.593750 Penalty: 764.398682
	Iteration 29Q: 3 clusters Score -289115.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -289128.281250 Penalty: 764.398682
	Iteration 30Q: 3 clusters Score -289128.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -289144.656250 Penalty: 764.398682
	Iteration 31Q: 3 clusters Score -289144.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -289158.406250 Penalty: 764.398682
	Iteration 32Q: 3 clusters Score -289158.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -289166.843750 Penalty: 764.398682
	Iteration 33Q: 3 clusters Score -289166.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -289173.593750 Penalty: 764.398682
	Iteration 34Q: 3 clusters Score -289173.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -289177.937500 Penalty: 764.398682
	Iteration 35Q: 3 clusters Score -289177.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -289186.281250 Penalty: 764.398682
	Iteration 36Q: 3 clusters Score -289186.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -289195.250000 Penalty: 764.398682
	Iteration 37Q: 3 clusters Score -289195.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -289205.500000 Penalty: 764.398682
	Iteration 38Q: 3 clusters Score -289205.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -289212.531250 Penalty: 764.398682
	Iteration 39Q: 3 clusters Score -289212.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -289217.406250 Penalty: 764.398682
	Iteration 40F: 3 clusters Score -289217.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -289221.406250 Penalty: 764.398682
	Iteration 41Q: 3 clusters Score -289221.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -289229.250000 Penalty: 764.398682
	Iteration 42Q: 3 clusters Score -289229.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -289233.468750 Penalty: 764.398682
	Iteration 43Q: 3 clusters Score -289233.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -289234.093750 Penalty: 764.398682
	Iteration 44Q: 3 clusters Score -289234.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -289234.093750 Penalty: 764.398682
	Iteration 45F: 3 clusters Score -289234.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (42745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Entering Unmasked Estep 
Score: -2851673.000000 Penalty: 485.166840
	Iteration 0F: 2 clusters Score -2851673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2823173.750000 Penalty: 970.333679
	Iteration 0F: 3 clusters Score -2823174 nChanged 20664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -2836156.250000 Penalty: 970.333679
	Iteration 1F: 3 clusters Score -2836156 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2837235.500000 Penalty: 970.333679
	Iteration 2F: 3 clusters Score -2837236 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2838828.000000 Penalty: 970.333679
	Iteration 3F: 3 clusters Score -2838828 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2841302.500000 Penalty: 970.333679
	Iteration 4F: 3 clusters Score -2841302 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2844111.250000 Penalty: 970.333679
	Iteration 5F: 3 clusters Score -2844111 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2846196.500000 Penalty: 970.333679
	Iteration 6F: 3 clusters Score -2846196 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2847464.500000 Penalty: 970.333679
	Iteration 7Q: 3 clusters Score -2847464 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2848475.750000 Penalty: 970.333679
	Iteration 8Q: 3 clusters Score -2848476 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -2849362.500000 Penalty: 970.333679
	Iteration 9Q: 3 clusters Score -2849362 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2850071.500000 Penalty: 970.333679
	Iteration 10Q: 3 clusters Score -2850072 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2850545.250000 Penalty: 970.333679
	Iteration 11Q: 3 clusters Score -2850545 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -2850800.750000 Penalty: 970.333679
	Iteration 12Q: 3 clusters Score -2850801 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -2850931.000000 Penalty: 970.333679
	Iteration 13Q: 3 clusters Score -2850931 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -2851019.500000 Penalty: 970.333679
	Iteration 14Q: 3 clusters Score -2851020 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -2851068.750000 Penalty: 970.333679
	Iteration 15Q: 3 clusters Score -2851069 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -2851075.250000 Penalty: 970.333679
	Iteration 16Q: 3 clusters Score -2851075 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -2851099.000000 Penalty: 970.333679
	Iteration 17Q: 3 clusters Score -2851099 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -2851098.500000 Penalty: 970.333679
	Iteration 18Q: 3 clusters Score -2851098 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -2851105.500000 Penalty: 970.333679
	Iteration 19Q: 3 clusters Score -2851106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -2851107.500000 Penalty: 970.333679
	Iteration 20F: 3 clusters Score -2851108 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -2851107.500000 Penalty: 970.333679
	Iteration 21Q: 3 clusters Score -2851108 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -2851108.250000 Penalty: 970.333679
	Iteration 22Q: 3 clusters Score -2851108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2851101.750000 Penalty: 970.333679
	Iteration 23Q: 3 clusters Score -2851102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -2851108.750000 Penalty: 970.333679
	Iteration 24Q: 3 clusters Score -2851109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -2851113.500000 Penalty: 970.333679
	Iteration 25Q: 3 clusters Score -2851114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -2851113.250000 Penalty: 970.333679
	Iteration 26Q: 3 clusters Score -2851113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2851114.500000 Penalty: 970.333679
	Iteration 27Q: 3 clusters Score -2851114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -2851115.000000 Penalty: 970.333679
	Iteration 28Q: 3 clusters Score -2851115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -2851113.250000 Penalty: 970.333679
	Iteration 29Q: 3 clusters Score -2851113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -2851108.750000 Penalty: 970.333679
	Iteration 30Q: 3 clusters Score -2851109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2851108.500000 Penalty: 970.333679
	Iteration 31Q: 3 clusters Score -2851108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -2851111.750000 Penalty: 970.333679
	Iteration 32Q: 3 clusters Score -2851112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2851114.000000 Penalty: 970.333679
	Iteration 33Q: 3 clusters Score -2851114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -2851115.000000 Penalty: 970.333679
	Iteration 34Q: 3 clusters Score -2851115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -2851107.250000 Penalty: 970.333679
	Iteration 35Q: 3 clusters Score -2851107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -2851110.000000 Penalty: 970.333679
	Iteration 36Q: 3 clusters Score -2851110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2851108.000000 Penalty: 970.333679
	Iteration 37Q: 3 clusters Score -2851108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2851108.250000 Penalty: 970.333679
	Iteration 38Q: 3 clusters Score -2851108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -2851109.750000 Penalty: 970.333679
	Iteration 39Q: 3 clusters Score -2851110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -2851109.500000 Penalty: 970.333679
	Iteration 40F: 3 clusters Score -2851110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (77057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77057 members 
Entering Unmasked Estep 
Score: -5073225.000000 Penalty: 511.979675
	Iteration 0F: 2 clusters Score -5073225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -5022274.000000 Penalty: 1023.959351
	Iteration 0F: 3 clusters Score -5022274 nChanged 37403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -5044214.500000 Penalty: 1023.959351
	Iteration 1F: 3 clusters Score -5044214 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -5044961.500000 Penalty: 1023.959351
	Iteration 2Q: 3 clusters Score -5044962 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -5046233.000000 Penalty: 1023.959351
	Iteration 3Q: 3 clusters Score -5046233 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -5048401.500000 Penalty: 1023.959351
	Iteration 4F: 3 clusters Score -5048402 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -5051899.000000 Penalty: 1023.959351
	Iteration 5F: 3 clusters Score -5051899 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -5056454.500000 Penalty: 1023.959351
	Iteration 6F: 3 clusters Score -5056454 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -5061036.500000 Penalty: 1023.959351
	Iteration 7F: 3 clusters Score -5061036 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66678 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -5064168.000000 Penalty: 1023.959351
	Iteration 8F: 3 clusters Score -5064168 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -5066462.500000 Penalty: 1023.959351
	Iteration 9Q: 3 clusters Score -5066462 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71816 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -5068284.500000 Penalty: 1023.959351
	Iteration 10Q: 3 clusters Score -5068284 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -5069574.500000 Penalty: 1023.959351
	Iteration 11Q: 3 clusters Score -5069574 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74759 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -5070615.500000 Penalty: 1023.959351
	Iteration 12Q: 3 clusters Score -5070616 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5071383.500000 Penalty: 1023.959351
	Iteration 13Q: 3 clusters Score -5071384 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5071921.000000 Penalty: 1023.959351
	Iteration 14Q: 3 clusters Score -5071921 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76440 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5072265.500000 Penalty: 1023.959351
	Iteration 15Q: 3 clusters Score -5072266 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76639 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5072471.000000 Penalty: 1023.959351
	Iteration 16Q: 3 clusters Score -5072471 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5072559.500000 Penalty: 1023.959351
	Iteration 17Q: 3 clusters Score -5072560 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76826 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5072628.500000 Penalty: 1023.959351
	Iteration 18Q: 3 clusters Score -5072628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76870 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5072661.000000 Penalty: 1023.959351
	Iteration 19Q: 3 clusters Score -5072661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76900 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5072683.000000 Penalty: 1023.959351
	Iteration 20F: 3 clusters Score -5072683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76921 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -5072701.000000 Penalty: 1023.959351
	Iteration 21Q: 3 clusters Score -5072701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76936 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -5072730.000000 Penalty: 1023.959351
	Iteration 22Q: 3 clusters Score -5072730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76947 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5072735.000000 Penalty: 1023.959351
	Iteration 23Q: 3 clusters Score -5072735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76955 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5072744.500000 Penalty: 1023.959351
	Iteration 24Q: 3 clusters Score -5072744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76959 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5072750.500000 Penalty: 1023.959351
	Iteration 25Q: 3 clusters Score -5072750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76962 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5072754.500000 Penalty: 1023.959351
	Iteration 26Q: 3 clusters Score -5072754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76964 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5072756.000000 Penalty: 1023.959351
	Iteration 27Q: 3 clusters Score -5072756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76962 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5072759.500000 Penalty: 1023.959351
	Iteration 28Q: 3 clusters Score -5072760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76964 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5072766.500000 Penalty: 1023.959351
	Iteration 29Q: 3 clusters Score -5072766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76964 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5072766.500000 Penalty: 1023.959351
	Iteration 30F: 3 clusters Score -5072766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Entering Unmasked Estep 
Score: -714803.937500 Penalty: 422.912170
	Iteration 0F: 2 clusters Score -714803.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -707573.687500 Penalty: 845.824341
	Iteration 0F: 3 clusters Score -707573.7 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -710258.812500 Penalty: 845.824341
	Iteration 1F: 3 clusters Score -710258.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -710340.625000 Penalty: 845.824341
	Iteration 2Q: 3 clusters Score -710340.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -710424.937500 Penalty: 845.824341
	Iteration 3Q: 3 clusters Score -710424.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -710544.937500 Penalty: 845.824341
	Iteration 4Q: 3 clusters Score -710544.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -710794.812500 Penalty: 845.824341
	Iteration 5Q: 3 clusters Score -710794.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -711254.312500 Penalty: 845.824341
	Iteration 6F: 3 clusters Score -711254.3 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -711978.875000 Penalty: 845.824341
	Iteration 7F: 3 clusters Score -711978.9 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -712960.937500 Penalty: 845.824341
	Iteration 8F: 3 clusters Score -712960.9 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -713818.937500 Penalty: 845.824341
	Iteration 9F: 3 clusters Score -713818.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -714245.687500 Penalty: 845.824341
	Iteration 10Q: 3 clusters Score -714245.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -714357.062500 Penalty: 845.824341
	Iteration 11Q: 3 clusters Score -714357.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -714410.812500 Penalty: 845.824341
	Iteration 12Q: 3 clusters Score -714410.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -714440.187500 Penalty: 845.824341
	Iteration 13Q: 3 clusters Score -714440.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -714458.000000 Penalty: 845.824341
	Iteration 14Q: 3 clusters Score -714458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -714467.437500 Penalty: 845.824341
	Iteration 15Q: 3 clusters Score -714467.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -714471.312500 Penalty: 845.824341
	Iteration 16Q: 3 clusters Score -714471.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -714471.312500 Penalty: 845.824341
	Iteration 17F: 3 clusters Score -714471.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66691 members 
Mstep: Class 3 contains 3882 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 21406 members 
Mstep: Class 6 contains 687 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 1953 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 18811 members 
Mstep: Class 14 contains 785 members 
Mstep: Class 15 contains 71149 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 12854 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 47184 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 26477 members 
Mstep: Class 24 contains 9660 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 76797 members 
Mstep: Class 28 contains 27807 members 
Mstep: Class 29 contains 1651 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 4447 members 
Mstep: Class 32 contains 42745 members 
Mstep: Class 33 contains 77057 members 
Mstep: Class 34 contains 10881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863372.000000 Penalty: 21133.728516
Iteration 319Q: 36 clusters Score -3.586337e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 67029 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 21332 members 
Mstep: Class 6 contains 645 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 2340 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 18719 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 70908 members 
Mstep: Class 16 contains 42243 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 13382 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 48173 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 25776 members 
Mstep: Class 24 contains 9959 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 77147 members 
Mstep: Class 28 contains 27712 members 
Mstep: Class 29 contains 1615 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 4507 members 
Mstep: Class 32 contains 42146 members 
Mstep: Class 33 contains 77023 members 
Mstep: Class 34 contains 10944 members 
Mstep: Class 35 contains 4355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35864392.000000 Penalty: 21133.728516
Iteration 320F: 36 clusters Score -3.586439e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 67271 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 21230 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 1650 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 18647 members 
Mstep: Class 14 contains 768 members 
Mstep: Class 15 contains 70616 members 
Mstep: Class 16 contains 41825 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 13757 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 49093 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 25071 members 
Mstep: Class 24 contains 10275 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 77156 members 
Mstep: Class 28 contains 27602 members 
Mstep: Class 29 contains 1584 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 4570 members 
Mstep: Class 32 contains 41627 members 
Mstep: Class 33 contains 76984 members 
Mstep: Class 34 contains 11006 members 
Mstep: Class 35 contains 4472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35864876.000000 Penalty: 21133.728516
Iteration 321Q: 36 clusters Score -3.586488e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 67456 members 
Mstep: Class 3 contains 3900 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 21137 members 
Mstep: Class 6 contains 588 members 
Mstep: Class 7 contains 1639 members 
Mstep: Class 8 contains 2290 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 18594 members 
Mstep: Class 14 contains 755 members 
Mstep: Class 15 contains 70168 members 
Mstep: Class 16 contains 41374 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 14174 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 50053 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 24403 members 
Mstep: Class 24 contains 10559 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 77224 members 
Mstep: Class 28 contains 27497 members 
Mstep: Class 29 contains 1549 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 4645 members 
Mstep: Class 32 contains 41092 members 
Mstep: Class 33 contains 77044 members 
Mstep: Class 34 contains 11061 members 
Mstep: Class 35 contains 4570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35864940.000000 Penalty: 21133.728516
Iteration 322Q: 36 clusters Score -3.586494e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 67614 members 
Mstep: Class 3 contains 3914 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 21076 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 1631 members 
Mstep: Class 8 contains 2291 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 2989 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1305 members 
Mstep: Class 13 contains 18545 members 
Mstep: Class 14 contains 744 members 
Mstep: Class 15 contains 69519 members 
Mstep: Class 16 contains 40984 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 14626 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 51077 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 23774 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 77332 members 
Mstep: Class 28 contains 27343 members 
Mstep: Class 29 contains 1524 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 4717 members 
Mstep: Class 32 contains 40507 members 
Mstep: Class 33 contains 77274 members 
Mstep: Class 34 contains 11105 members 
Mstep: Class 35 contains 4632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865028.000000 Penalty: 21133.728516
Iteration 323Q: 36 clusters Score -3.586503e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 67726 members 
Mstep: Class 3 contains 3925 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 21024 members 
Mstep: Class 6 contains 542 members 
Mstep: Class 7 contains 1623 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3120 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 18523 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 68690 members 
Mstep: Class 16 contains 40630 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 15127 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 52185 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 23213 members 
Mstep: Class 24 contains 11010 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 77481 members 
Mstep: Class 28 contains 27209 members 
Mstep: Class 29 contains 1502 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 39914 members 
Mstep: Class 33 contains 77528 members 
Mstep: Class 34 contains 11138 members 
Mstep: Class 35 contains 4680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865360.000000 Penalty: 21133.728516
Iteration 324Q: 36 clusters Score -3.586536e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 67801 members 
Mstep: Class 3 contains 3934 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20991 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 1618 members 
Mstep: Class 8 contains 2280 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3245 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 18506 members 
Mstep: Class 14 contains 724 members 
Mstep: Class 15 contains 67735 members 
Mstep: Class 16 contains 40332 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 15661 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 53197 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 22696 members 
Mstep: Class 24 contains 11198 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 77763 members 
Mstep: Class 28 contains 27073 members 
Mstep: Class 29 contains 1478 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 4857 members 
Mstep: Class 32 contains 39266 members 
Mstep: Class 33 contains 77843 members 
Mstep: Class 34 contains 11164 members 
Mstep: Class 35 contains 4714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865784.000000 Penalty: 21133.728516
Iteration 325Q: 36 clusters Score -3.586578e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 67867 members 
Mstep: Class 3 contains 3945 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20964 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1613 members 
Mstep: Class 8 contains 2271 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3355 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 18493 members 
Mstep: Class 14 contains 719 members 
Mstep: Class 15 contains 66675 members 
Mstep: Class 16 contains 40046 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 16182 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 54172 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 22214 members 
Mstep: Class 24 contains 11371 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 78025 members 
Mstep: Class 28 contains 26951 members 
Mstep: Class 29 contains 1454 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 4929 members 
Mstep: Class 32 contains 38676 members 
Mstep: Class 33 contains 78244 members 
Mstep: Class 34 contains 11171 members 
Mstep: Class 35 contains 4760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 599.556152 but Gain 603.820312
Score: -35865932.000000 Penalty: 20529.908203
Iteration 326Q: 35 clusters Score -3.586593e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 67901 members 
Mstep: Class 3 contains 3957 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20945 members 
Mstep: Class 7 contains 1608 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1306 members 
Mstep: Class 13 contains 18482 members 
Mstep: Class 14 contains 717 members 
Mstep: Class 15 contains 65456 members 
Mstep: Class 16 contains 39788 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 16755 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 55271 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 21757 members 
Mstep: Class 24 contains 11518 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 78279 members 
Mstep: Class 28 contains 26805 members 
Mstep: Class 29 contains 1464 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 5004 members 
Mstep: Class 32 contains 38020 members 
Mstep: Class 33 contains 79166 members 
Mstep: Class 34 contains 11180 members 
Mstep: Class 35 contains 4812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866680.000000 Penalty: 20529.908203
Iteration 327Q: 35 clusters Score -3.586668e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 3969 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20938 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 2258 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3520 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1308 members 
Mstep: Class 13 contains 18466 members 
Mstep: Class 14 contains 714 members 
Mstep: Class 15 contains 64309 members 
Mstep: Class 16 contains 39538 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 17313 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 56317 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 21215 members 
Mstep: Class 24 contains 11653 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 78519 members 
Mstep: Class 28 contains 26691 members 
Mstep: Class 29 contains 1447 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 5060 members 
Mstep: Class 32 contains 37256 members 
Mstep: Class 33 contains 79821 members 
Mstep: Class 34 contains 11188 members 
Mstep: Class 35 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866620.000000 Penalty: 20529.908203
Iteration 328Q: 35 clusters Score -3.586662e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 67965 members 
Mstep: Class 3 contains 3973 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20935 members 
Mstep: Class 7 contains 1603 members 
Mstep: Class 8 contains 2249 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3578 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1306 members 
Mstep: Class 13 contains 18455 members 
Mstep: Class 14 contains 712 members 
Mstep: Class 15 contains 63060 members 
Mstep: Class 16 contains 39333 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 17907 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 57304 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 20709 members 
Mstep: Class 24 contains 11790 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 78805 members 
Mstep: Class 28 contains 26613 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 5115 members 
Mstep: Class 32 contains 36498 members 
Mstep: Class 33 contains 80455 members 
Mstep: Class 34 contains 11195 members 
Mstep: Class 35 contains 4920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866696.000000 Penalty: 20529.908203
Iteration 329Q: 35 clusters Score -3.58667e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 67999 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20932 members 
Mstep: Class 7 contains 1599 members 
Mstep: Class 8 contains 2237 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3628 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 18453 members 
Mstep: Class 14 contains 708 members 
Mstep: Class 15 contains 61703 members 
Mstep: Class 16 contains 39166 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 18499 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 58265 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 20301 members 
Mstep: Class 24 contains 11920 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 79089 members 
Mstep: Class 28 contains 26574 members 
Mstep: Class 29 contains 1395 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 5168 members 
Mstep: Class 32 contains 35772 members 
Mstep: Class 33 contains 81042 members 
Mstep: Class 34 contains 11199 members 
Mstep: Class 35 contains 4962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866972.000000 Penalty: 20529.908203
Iteration 330Q: 35 clusters Score -3.586697e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68039 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20930 members 
Mstep: Class 7 contains 1597 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3677 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 18450 members 
Mstep: Class 14 contains 708 members 
Mstep: Class 15 contains 60416 members 
Mstep: Class 16 contains 39015 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 19049 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 59193 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 19946 members 
Mstep: Class 24 contains 12012 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 79320 members 
Mstep: Class 28 contains 26518 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 5213 members 
Mstep: Class 32 contains 35021 members 
Mstep: Class 33 contains 81672 members 
Mstep: Class 34 contains 11223 members 
Mstep: Class 35 contains 4989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867060.000000 Penalty: 20529.908203
Iteration 331Q: 35 clusters Score -3.586706e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68078 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20926 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3706 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 18448 members 
Mstep: Class 14 contains 707 members 
Mstep: Class 15 contains 59121 members 
Mstep: Class 16 contains 38869 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 19594 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 60210 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 19632 members 
Mstep: Class 24 contains 12072 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 79466 members 
Mstep: Class 28 contains 26454 members 
Mstep: Class 29 contains 1378 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5252 members 
Mstep: Class 32 contains 34301 members 
Mstep: Class 33 contains 82331 members 
Mstep: Class 34 contains 11250 members 
Mstep: Class 35 contains 5002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867184.000000 Penalty: 20529.908203
Iteration 332Q: 35 clusters Score -3.586718e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68093 members 
Mstep: Class 3 contains 3990 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20925 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 18448 members 
Mstep: Class 14 contains 706 members 
Mstep: Class 15 contains 57784 members 
Mstep: Class 16 contains 38788 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 20120 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 61317 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 19389 members 
Mstep: Class 24 contains 12132 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 79588 members 
Mstep: Class 28 contains 26370 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5285 members 
Mstep: Class 32 contains 33510 members 
Mstep: Class 33 contains 82989 members 
Mstep: Class 34 contains 11270 members 
Mstep: Class 35 contains 5017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867180.000000 Penalty: 20529.908203
Iteration 333Q: 35 clusters Score -3.586718e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68112 members 
Mstep: Class 3 contains 3995 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20922 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2197 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3750 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 18449 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 56327 members 
Mstep: Class 16 contains 38721 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 20641 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 62530 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 19170 members 
Mstep: Class 24 contains 12186 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 79759 members 
Mstep: Class 28 contains 26274 members 
Mstep: Class 29 contains 1332 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5307 members 
Mstep: Class 32 contains 32669 members 
Mstep: Class 33 contains 83625 members 
Mstep: Class 34 contains 11323 members 
Mstep: Class 35 contains 5031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867232.000000 Penalty: 20529.908203
Iteration 334Q: 35 clusters Score -3.586723e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68128 members 
Mstep: Class 3 contains 3997 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20922 members 
Mstep: Class 7 contains 1581 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3763 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1299 members 
Mstep: Class 13 contains 18447 members 
Mstep: Class 14 contains 700 members 
Mstep: Class 15 contains 54915 members 
Mstep: Class 16 contains 38631 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 21183 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 63727 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 18963 members 
Mstep: Class 24 contains 12269 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 79937 members 
Mstep: Class 28 contains 26213 members 
Mstep: Class 29 contains 1302 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5322 members 
Mstep: Class 32 contains 31867 members 
Mstep: Class 33 contains 84133 members 
Mstep: Class 34 contains 11376 members 
Mstep: Class 35 contains 5041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867012.000000 Penalty: 20529.908203
Iteration 335Q: 35 clusters Score -3.586701e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68132 members 
Mstep: Class 3 contains 3999 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20923 members 
Mstep: Class 7 contains 1578 members 
Mstep: Class 8 contains 2173 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3777 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 18445 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 53531 members 
Mstep: Class 16 contains 38577 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 21726 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 64956 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 18773 members 
Mstep: Class 24 contains 12331 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 80115 members 
Mstep: Class 28 contains 26161 members 
Mstep: Class 29 contains 1277 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5345 members 
Mstep: Class 32 contains 30981 members 
Mstep: Class 33 contains 84614 members 
Mstep: Class 34 contains 11431 members 
Mstep: Class 35 contains 5062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867056.000000 Penalty: 20529.908203
Iteration 336Q: 35 clusters Score -3.586706e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68141 members 
Mstep: Class 3 contains 3999 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20922 members 
Mstep: Class 7 contains 1576 members 
Mstep: Class 8 contains 2169 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3789 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1286 members 
Mstep: Class 13 contains 18445 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 52051 members 
Mstep: Class 16 contains 38527 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 22310 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 66190 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 18519 members 
Mstep: Class 24 contains 12420 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 80337 members 
Mstep: Class 28 contains 26128 members 
Mstep: Class 29 contains 1253 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5365 members 
Mstep: Class 32 contains 30085 members 
Mstep: Class 33 contains 85126 members 
Mstep: Class 34 contains 11488 members 
Mstep: Class 35 contains 5074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866988.000000 Penalty: 20529.908203
Iteration 337Q: 35 clusters Score -3.586699e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68150 members 
Mstep: Class 3 contains 4001 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20922 members 
Mstep: Class 7 contains 1574 members 
Mstep: Class 8 contains 2171 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3796 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 18445 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 50562 members 
Mstep: Class 16 contains 38499 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 22910 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 67351 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 18298 members 
Mstep: Class 24 contains 12567 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 80567 members 
Mstep: Class 28 contains 26086 members 
Mstep: Class 29 contains 1240 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5378 members 
Mstep: Class 32 contains 29118 members 
Mstep: Class 33 contains 85679 members 
Mstep: Class 34 contains 11520 members 
Mstep: Class 35 contains 5081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867056.000000 Penalty: 20529.908203
Iteration 338Q: 35 clusters Score -3.586706e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68155 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20921 members 
Mstep: Class 7 contains 1573 members 
Mstep: Class 8 contains 2169 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3805 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 18446 members 
Mstep: Class 14 contains 700 members 
Mstep: Class 15 contains 49150 members 
Mstep: Class 16 contains 38460 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 23545 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 68378 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 18099 members 
Mstep: Class 24 contains 12717 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 80839 members 
Mstep: Class 28 contains 26071 members 
Mstep: Class 29 contains 1218 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5388 members 
Mstep: Class 32 contains 28110 members 
Mstep: Class 33 contains 86221 members 
Mstep: Class 34 contains 11570 members 
Mstep: Class 35 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866796.000000 Penalty: 20529.908203
Iteration 339Q: 35 clusters Score -3.58668e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68163 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20919 members 
Mstep: Class 7 contains 1572 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3816 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 18446 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 47619 members 
Mstep: Class 16 contains 38421 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 24172 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 69525 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 17907 members 
Mstep: Class 24 contains 12915 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81152 members 
Mstep: Class 28 contains 26085 members 
Mstep: Class 29 contains 1181 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5387 members 
Mstep: Class 32 contains 27033 members 
Mstep: Class 33 contains 86739 members 
Mstep: Class 34 contains 11606 members 
Mstep: Class 35 contains 5086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866676.000000 Penalty: 20529.908203
Iteration 340F: 35 clusters Score -3.586668e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68170 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20918 members 
Mstep: Class 7 contains 1571 members 
Mstep: Class 8 contains 2173 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3828 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1281 members 
Mstep: Class 13 contains 18447 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 46120 members 
Mstep: Class 16 contains 38385 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 24794 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 70749 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 17695 members 
Mstep: Class 24 contains 13205 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81479 members 
Mstep: Class 28 contains 26098 members 
Mstep: Class 29 contains 1138 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5395 members 
Mstep: Class 32 contains 25747 members 
Mstep: Class 33 contains 87281 members 
Mstep: Class 34 contains 11625 members 
Mstep: Class 35 contains 5101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866564.000000 Penalty: 20529.908203
Iteration 341Q: 35 clusters Score -3.586656e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68178 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20917 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 18447 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 44812 members 
Mstep: Class 16 contains 38320 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 25410 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 71922 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 17527 members 
Mstep: Class 24 contains 13523 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81665 members 
Mstep: Class 28 contains 26103 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5405 members 
Mstep: Class 32 contains 24429 members 
Mstep: Class 33 contains 87811 members 
Mstep: Class 34 contains 11646 members 
Mstep: Class 35 contains 5118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866452.000000 Penalty: 20529.908203
Iteration 342Q: 35 clusters Score -3.586645e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68185 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20911 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2171 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3867 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 18448 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 43553 members 
Mstep: Class 16 contains 38283 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 26014 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 73103 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 17318 members 
Mstep: Class 24 contains 13825 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81824 members 
Mstep: Class 28 contains 26133 members 
Mstep: Class 29 contains 1076 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5419 members 
Mstep: Class 32 contains 23068 members 
Mstep: Class 33 contains 88376 members 
Mstep: Class 34 contains 11649 members 
Mstep: Class 35 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866264.000000 Penalty: 20529.908203
Iteration 343Q: 35 clusters Score -3.586626e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68188 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20908 members 
Mstep: Class 7 contains 1563 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3884 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 18447 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 42392 members 
Mstep: Class 16 contains 38249 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 74193 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 17106 members 
Mstep: Class 24 contains 14156 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81968 members 
Mstep: Class 28 contains 26142 members 
Mstep: Class 29 contains 1042 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5432 members 
Mstep: Class 32 contains 21727 members 
Mstep: Class 33 contains 88916 members 
Mstep: Class 34 contains 11665 members 
Mstep: Class 35 contains 5161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866112.000000 Penalty: 20529.908203
Iteration 344Q: 35 clusters Score -3.586611e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68191 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20904 members 
Mstep: Class 7 contains 1563 members 
Mstep: Class 8 contains 2170 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3900 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 18447 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 41335 members 
Mstep: Class 16 contains 38213 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 27187 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 75081 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 16912 members 
Mstep: Class 24 contains 14535 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 82070 members 
Mstep: Class 28 contains 26157 members 
Mstep: Class 29 contains 997 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5441 members 
Mstep: Class 32 contains 20504 members 
Mstep: Class 33 contains 89436 members 
Mstep: Class 34 contains 11696 members 
Mstep: Class 35 contains 5182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866096.000000 Penalty: 20529.908203
Iteration 345Q: 35 clusters Score -3.58661e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68189 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20900 members 
Mstep: Class 7 contains 1563 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3914 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 18446 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 40270 members 
Mstep: Class 16 contains 38195 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 27808 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 75764 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 16717 members 
Mstep: Class 24 contains 14995 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 82226 members 
Mstep: Class 28 contains 26191 members 
Mstep: Class 29 contains 959 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5445 members 
Mstep: Class 32 contains 19389 members 
Mstep: Class 33 contains 89863 members 
Mstep: Class 34 contains 11732 members 
Mstep: Class 35 contains 5194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866252.000000 Penalty: 20529.908203
Iteration 346Q: 35 clusters Score -3.586625e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68188 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20896 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 2158 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3928 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 18446 members 
Mstep: Class 14 contains 693 members 
Mstep: Class 15 contains 39430 members 
Mstep: Class 16 contains 38225 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 28264 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 76180 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 16519 members 
Mstep: Class 24 contains 15552 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 82295 members 
Mstep: Class 28 contains 26207 members 
Mstep: Class 29 contains 922 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5444 members 
Mstep: Class 32 contains 18469 members 
Mstep: Class 33 contains 90243 members 
Mstep: Class 34 contains 11780 members 
Mstep: Class 35 contains 5210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866196.000000 Penalty: 20529.908203
Iteration 347Q: 35 clusters Score -3.58662e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68193 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20893 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3935 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1287 members 
Mstep: Class 13 contains 18446 members 
Mstep: Class 14 contains 693 members 
Mstep: Class 15 contains 38846 members 
Mstep: Class 16 contains 38224 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 28606 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 76461 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 16175 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 82345 members 
Mstep: Class 28 contains 26220 members 
Mstep: Class 29 contains 882 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5448 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 90617 members 
Mstep: Class 34 contains 11821 members 
Mstep: Class 35 contains 5225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866184.000000 Penalty: 20529.908203
Iteration 348Q: 35 clusters Score -3.586618e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68196 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20890 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 2150 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3942 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 18446 members 
Mstep: Class 14 contains 693 members 
Mstep: Class 15 contains 38506 members 
Mstep: Class 16 contains 38233 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 28817 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 76660 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 16080 members 
Mstep: Class 24 contains 16893 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 82338 members 
Mstep: Class 28 contains 26233 members 
Mstep: Class 29 contains 835 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5454 members 
Mstep: Class 32 contains 16667 members 
Mstep: Class 33 contains 90907 members 
Mstep: Class 34 contains 11854 members 
Mstep: Class 35 contains 5248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866032.000000 Penalty: 20529.908203
Iteration 349Q: 35 clusters Score -3.586603e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68206 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20887 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 18444 members 
Mstep: Class 14 contains 693 members 
Mstep: Class 15 contains 38278 members 
Mstep: Class 16 contains 38233 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 28975 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 76845 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 15878 members 
Mstep: Class 24 contains 17689 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 82233 members 
Mstep: Class 28 contains 26241 members 
Mstep: Class 29 contains 785 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5469 members 
Mstep: Class 32 contains 15877 members 
Mstep: Class 33 contains 91090 members 
Mstep: Class 34 contains 11867 members 
Mstep: Class 35 contains 5259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866000.000000 Penalty: 20529.908203
Iteration 350Q: 35 clusters Score -3.5866e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68209 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20885 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 2141 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1287 members 
Mstep: Class 13 contains 18444 members 
Mstep: Class 14 contains 694 members 
Mstep: Class 15 contains 38019 members 
Mstep: Class 16 contains 38222 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 29100 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77061 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 15657 members 
Mstep: Class 24 contains 18529 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 82191 members 
Mstep: Class 28 contains 26241 members 
Mstep: Class 29 contains 740 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5479 members 
Mstep: Class 32 contains 15101 members 
Mstep: Class 33 contains 91209 members 
Mstep: Class 34 contains 11888 members 
Mstep: Class 35 contains 5276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865924.000000 Penalty: 20529.908203
Iteration 351Q: 35 clusters Score -3.586592e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68208 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20880 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 2138 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 18441 members 
Mstep: Class 14 contains 694 members 
Mstep: Class 15 contains 37838 members 
Mstep: Class 16 contains 38239 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 29148 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77171 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 15464 members 
Mstep: Class 24 contains 19433 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 82181 members 
Mstep: Class 28 contains 26231 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5488 members 
Mstep: Class 32 contains 14412 members 
Mstep: Class 33 contains 91199 members 
Mstep: Class 34 contains 11917 members 
Mstep: Class 35 contains 5289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865728.000000 Penalty: 20529.908203
Iteration 352Q: 35 clusters Score -3.586573e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68208 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20879 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 2138 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3987 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 18438 members 
Mstep: Class 14 contains 694 members 
Mstep: Class 15 contains 37737 members 
Mstep: Class 16 contains 38232 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 29184 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77199 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 15235 members 
Mstep: Class 24 contains 20433 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 82132 members 
Mstep: Class 28 contains 26246 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5493 members 
Mstep: Class 32 contains 13677 members 
Mstep: Class 33 contains 91231 members 
Mstep: Class 34 contains 11942 members 
Mstep: Class 35 contains 5301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865804.000000 Penalty: 20529.908203
Iteration 353Q: 35 clusters Score -3.58658e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68208 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20876 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 2135 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 18437 members 
Mstep: Class 14 contains 694 members 
Mstep: Class 15 contains 37691 members 
Mstep: Class 16 contains 38239 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 29168 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77220 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 15026 members 
Mstep: Class 24 contains 21478 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 82036 members 
Mstep: Class 28 contains 26273 members 
Mstep: Class 29 contains 624 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5504 members 
Mstep: Class 32 contains 13010 members 
Mstep: Class 33 contains 91133 members 
Mstep: Class 34 contains 11963 members 
Mstep: Class 35 contains 5324 members 
Entering Unmasked Estep 
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Iteration 354Q: 35 clusters Score -3.586599e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68201 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2134 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 694 members 
Mstep: Class 15 contains 37528 members 
Mstep: Class 16 contains 38240 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 29164 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77230 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 14829 members 
Mstep: Class 24 contains 22612 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81923 members 
Mstep: Class 28 contains 26297 members 
Mstep: Class 29 contains 600 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5513 members 
Mstep: Class 32 contains 12403 members 
Mstep: Class 33 contains 91025 members 
Mstep: Class 34 contains 11980 members 
Mstep: Class 35 contains 5345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866140.000000 Penalty: 20529.908203
Iteration 355Q: 35 clusters Score -3.586614e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68199 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2131 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 694 members 
Mstep: Class 15 contains 37360 members 
Mstep: Class 16 contains 38238 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 29157 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77237 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 14638 members 
Mstep: Class 24 contains 23705 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81940 members 
Mstep: Class 28 contains 26285 members 
Mstep: Class 29 contains 580 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5522 members 
Mstep: Class 32 contains 11785 members 
Mstep: Class 33 contains 90876 members 
Mstep: Class 34 contains 12001 members 
Mstep: Class 35 contains 5363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866164.000000 Penalty: 20529.908203
Iteration 356Q: 35 clusters Score -3.586616e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68198 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2128 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 694 members 
Mstep: Class 15 contains 37065 members 
Mstep: Class 16 contains 38238 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 29161 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77255 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 14483 members 
Mstep: Class 24 contains 24850 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 82071 members 
Mstep: Class 28 contains 26299 members 
Mstep: Class 29 contains 557 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5535 members 
Mstep: Class 32 contains 11139 members 
Mstep: Class 33 contains 90644 members 
Mstep: Class 34 contains 12014 members 
Mstep: Class 35 contains 5376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866072.000000 Penalty: 20529.908203
Iteration 357Q: 35 clusters Score -3.586607e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68198 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2126 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4024 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 36837 members 
Mstep: Class 16 contains 38236 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 29168 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77275 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 14320 members 
Mstep: Class 24 contains 26181 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 82022 members 
Mstep: Class 28 contains 26326 members 
Mstep: Class 29 contains 547 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5552 members 
Mstep: Class 32 contains 10418 members 
Mstep: Class 33 contains 90393 members 
Mstep: Class 34 contains 12024 members 
Mstep: Class 35 contains 5388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866048.000000 Penalty: 20529.908203
Iteration 358Q: 35 clusters Score -3.586605e+07 nChanged 2834
Entering ConstructFrom: 
Score: -35866048.000000 Penalty: 20529.908203
Entering ConstructFrom: 
Trying to split cluster 1 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -13855.517578 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -13855.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13537.615234 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -13537.62 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13607.379883 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -13607.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13628.039062 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -13628.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13634.128906 Penalty: 494.865234
	Iteration 3Q: 3 clusters Score -13634.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13635.625000 Penalty: 494.865234
	Iteration 4Q: 3 clusters Score -13635.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13635.625000 Penalty: 494.865234
	Iteration 5F: 3 clusters Score -13635.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (68200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68200 members 
Entering Unmasked Estep 
Score: -4064937.750000 Penalty: 506.424072
	Iteration 0F: 2 clusters Score -4064938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -4019115.750000 Penalty: 1012.848145
	Iteration 0F: 3 clusters Score -4019116 nChanged 33052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -4039190.750000 Penalty: 1012.848145
	Iteration 1F: 3 clusters Score -4039191 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -4040820.250000 Penalty: 1012.848145
	Iteration 2F: 3 clusters Score -4040820 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -4043180.500000 Penalty: 1012.848145
	Iteration 3F: 3 clusters Score -4043180 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -4046058.500000 Penalty: 1012.848145
	Iteration 4F: 3 clusters Score -4046058 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -4049339.750000 Penalty: 1012.848145
	Iteration 5F: 3 clusters Score -4049340 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -4052399.250000 Penalty: 1012.848145
	Iteration 6F: 3 clusters Score -4052399 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -4054615.000000 Penalty: 1012.848145
	Iteration 7Q: 3 clusters Score -4054615 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -4055639.250000 Penalty: 1012.848145
	Iteration 8Q: 3 clusters Score -4055639 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -4056179.250000 Penalty: 1012.848145
	Iteration 9Q: 3 clusters Score -4056179 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -4056581.250000 Penalty: 1012.848145
	Iteration 10Q: 3 clusters Score -4056581 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -4056928.750000 Penalty: 1012.848145
	Iteration 11Q: 3 clusters Score -4056929 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -4057304.500000 Penalty: 1012.848145
	Iteration 12Q: 3 clusters Score -4057304 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -4057722.000000 Penalty: 1012.848145
	Iteration 13Q: 3 clusters Score -4057722 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -4058109.500000 Penalty: 1012.848145
	Iteration 14Q: 3 clusters Score -4058110 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -4058579.500000 Penalty: 1012.848145
	Iteration 15Q: 3 clusters Score -4058580 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -4059024.000000 Penalty: 1012.848145
	Iteration 16Q: 3 clusters Score -4059024 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -4059464.000000 Penalty: 1012.848145
	Iteration 17Q: 3 clusters Score -4059464 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -4059904.000000 Penalty: 1012.848145
	Iteration 18Q: 3 clusters Score -4059904 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -4060321.500000 Penalty: 1012.848145
	Iteration 19Q: 3 clusters Score -4060322 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -4060776.000000 Penalty: 1012.848145
	Iteration 20F: 3 clusters Score -4060776 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 58095 members 
Entering Unmasked Estep 
Score: -4061202.750000 Penalty: 1012.848145
	Iteration 21Q: 3 clusters Score -4061203 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -4061569.500000 Penalty: 1012.848145
	Iteration 22Q: 3 clusters Score -4061570 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -4061887.750000 Penalty: 1012.848145
	Iteration 23Q: 3 clusters Score -4061888 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 60438 members 
Entering Unmasked Estep 
Score: -4062159.500000 Penalty: 1012.848145
	Iteration 24Q: 3 clusters Score -4062160 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 61094 members 
Entering Unmasked Estep 
Score: -4062381.000000 Penalty: 1012.848145
	Iteration 25Q: 3 clusters Score -4062381 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 61717 members 
Entering Unmasked Estep 
Score: -4062591.250000 Penalty: 1012.848145
	Iteration 26Q: 3 clusters Score -4062591 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 62262 members 
Entering Unmasked Estep 
Score: -4062777.500000 Penalty: 1012.848145
	Iteration 27Q: 3 clusters Score -4062778 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -4062941.500000 Penalty: 1012.848145
	Iteration 28Q: 3 clusters Score -4062942 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 63292 members 
Entering Unmasked Estep 
Score: -4063103.500000 Penalty: 1012.848145
	Iteration 29Q: 3 clusters Score -4063104 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 63772 members 
Entering Unmasked Estep 
Score: -4063247.500000 Penalty: 1012.848145
	Iteration 30Q: 3 clusters Score -4063248 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 64233 members 
Entering Unmasked Estep 
Score: -4063351.750000 Penalty: 1012.848145
	Iteration 31Q: 3 clusters Score -4063352 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 64652 members 
Entering Unmasked Estep 
Score: -4063512.000000 Penalty: 1012.848145
	Iteration 32Q: 3 clusters Score -4063512 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 65061 members 
Entering Unmasked Estep 
Score: -4063646.500000 Penalty: 1012.848145
	Iteration 33Q: 3 clusters Score -4063646 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -4063791.000000 Penalty: 1012.848145
	Iteration 34Q: 3 clusters Score -4063791 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 65779 members 
Entering Unmasked Estep 
Score: -4063906.500000 Penalty: 1012.848145
	Iteration 35Q: 3 clusters Score -4063906 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -4064023.500000 Penalty: 1012.848145
	Iteration 36Q: 3 clusters Score -4064024 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 66386 members 
Entering Unmasked Estep 
Score: -4064125.750000 Penalty: 1012.848145
	Iteration 37Q: 3 clusters Score -4064126 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -4064190.750000 Penalty: 1012.848145
	Iteration 38Q: 3 clusters Score -4064191 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -4064274.000000 Penalty: 1012.848145
	Iteration 39Q: 3 clusters Score -4064274 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -4064318.250000 Penalty: 1012.848145
	Iteration 40F: 3 clusters Score -4064318 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 67125 members 
Entering Unmasked Estep 
Score: -4064381.250000 Penalty: 1012.848145
	Iteration 41Q: 3 clusters Score -4064381 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 67240 members 
Entering Unmasked Estep 
Score: -4064430.000000 Penalty: 1012.848145
	Iteration 42Q: 3 clusters Score -4064430 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 67329 members 
Entering Unmasked Estep 
Score: -4064471.500000 Penalty: 1012.848145
	Iteration 43Q: 3 clusters Score -4064472 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 67425 members 
Entering Unmasked Estep 
Score: -4064497.500000 Penalty: 1012.848145
	Iteration 44Q: 3 clusters Score -4064498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 67495 members 
Entering Unmasked Estep 
Score: -4064510.750000 Penalty: 1012.848145
	Iteration 45Q: 3 clusters Score -4064511 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 67553 members 
Entering Unmasked Estep 
Score: -4064531.500000 Penalty: 1012.848145
	Iteration 46Q: 3 clusters Score -4064532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 67602 members 
Entering Unmasked Estep 
Score: -4064546.000000 Penalty: 1012.848145
	Iteration 47Q: 3 clusters Score -4064546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -4064557.750000 Penalty: 1012.848145
	Iteration 48Q: 3 clusters Score -4064558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 67676 members 
Entering Unmasked Estep 
Score: -4064562.000000 Penalty: 1012.848145
	Iteration 49Q: 3 clusters Score -4064562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 67698 members 
Entering Unmasked Estep 
Score: -4064573.250000 Penalty: 1012.848145
	Iteration 50Q: 3 clusters Score -4064573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 67717 members 
Entering Unmasked Estep 
Score: -4064583.750000 Penalty: 1012.848145
	Iteration 51Q: 3 clusters Score -4064584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 67734 members 
Entering Unmasked Estep 
Score: -4064586.000000 Penalty: 1012.848145
	Iteration 52Q: 3 clusters Score -4064586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 67748 members 
Entering Unmasked Estep 
Score: -4064587.500000 Penalty: 1012.848145
	Iteration 53Q: 3 clusters Score -4064588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 67761 members 
Entering Unmasked Estep 
Score: -4064590.250000 Penalty: 1012.848145
	Iteration 54Q: 3 clusters Score -4064590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -4064597.500000 Penalty: 1012.848145
	Iteration 55Q: 3 clusters Score -4064598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -4064596.500000 Penalty: 1012.848145
	Iteration 56Q: 3 clusters Score -4064596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 67786 members 
Entering Unmasked Estep 
Score: -4064595.500000 Penalty: 1012.848145
	Iteration 57Q: 3 clusters Score -4064596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 67795 members 
Entering Unmasked Estep 
Score: -4064598.250000 Penalty: 1012.848145
	Iteration 58Q: 3 clusters Score -4064598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 67800 members 
Entering Unmasked Estep 
Score: -4064600.000000 Penalty: 1012.848145
	Iteration 59Q: 3 clusters Score -4064600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -4064602.500000 Penalty: 1012.848145
	Iteration 60F: 3 clusters Score -4064602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -4064611.250000 Penalty: 1012.848145
	Iteration 61Q: 3 clusters Score -4064611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 67814 members 
Entering Unmasked Estep 
Score: -4064607.250000 Penalty: 1012.848145
	Iteration 62Q: 3 clusters Score -4064607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 67815 members 
Entering Unmasked Estep 
Score: -4064609.250000 Penalty: 1012.848145
	Iteration 63Q: 3 clusters Score -4064609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 67816 members 
Entering Unmasked Estep 
Score: -4064608.500000 Penalty: 1012.848145
	Iteration 64Q: 3 clusters Score -4064608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 67816 members 
Entering Unmasked Estep 
Score: -4064608.500000 Penalty: 1012.848145
	Iteration 65F: 3 clusters Score -4064608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Entering Unmasked Estep 
Score: -231510.578125 Penalty: 377.413391
	Iteration 0F: 2 clusters Score -231510.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -228771.312500 Penalty: 754.826782
	Iteration 0F: 3 clusters Score -228771.3 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -229850.687500 Penalty: 754.826782
	Iteration 1F: 3 clusters Score -229850.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -230071.562500 Penalty: 754.826782
	Iteration 2F: 3 clusters Score -230071.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -230382.312500 Penalty: 754.826782
	Iteration 3F: 3 clusters Score -230382.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -230665.343750 Penalty: 754.826782
	Iteration 4F: 3 clusters Score -230665.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -230871.093750 Penalty: 754.826782
	Iteration 5F: 3 clusters Score -230871.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -230984.296875 Penalty: 754.826782
	Iteration 6Q: 3 clusters Score -230984.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -231054.765625 Penalty: 754.826782
	Iteration 7Q: 3 clusters Score -231054.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -231116.625000 Penalty: 754.826782
	Iteration 8Q: 3 clusters Score -231116.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -231160.343750 Penalty: 754.826782
	Iteration 9Q: 3 clusters Score -231160.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -231185.578125 Penalty: 754.826782
	Iteration 10Q: 3 clusters Score -231185.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -231198.203125 Penalty: 754.826782
	Iteration 11Q: 3 clusters Score -231198.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -231213.671875 Penalty: 754.826782
	Iteration 12Q: 3 clusters Score -231213.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -231236.343750 Penalty: 754.826782
	Iteration 13Q: 3 clusters Score -231236.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -231292.828125 Penalty: 754.826782
	Iteration 14Q: 3 clusters Score -231292.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -231331.406250 Penalty: 754.826782
	Iteration 15Q: 3 clusters Score -231331.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -231354.593750 Penalty: 754.826782
	Iteration 16Q: 3 clusters Score -231354.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -231363.437500 Penalty: 754.826782
	Iteration 17Q: 3 clusters Score -231363.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -231366.484375 Penalty: 754.826782
	Iteration 18Q: 3 clusters Score -231366.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -231367.296875 Penalty: 754.826782
	Iteration 19Q: 3 clusters Score -231367.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -231367.218750 Penalty: 754.826782
	Iteration 20F: 3 clusters Score -231367.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -38650.296875 Penalty: 291.211731
	Iteration 0F: 2 clusters Score -38650.3 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 320 members 
Entering Unmasked Estep 
Score: -38083.867188 Penalty: 582.423462
	Iteration 0F: 3 clusters Score -38083.87 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -38224.984375 Penalty: 582.423462
	Iteration 1F: 3 clusters Score -38224.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -38254.164062 Penalty: 582.423462
	Iteration 2F: 3 clusters Score -38254.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -38280.941406 Penalty: 582.423462
	Iteration 3Q: 3 clusters Score -38280.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -38308.488281 Penalty: 582.423462
	Iteration 4Q: 3 clusters Score -38308.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -38321.621094 Penalty: 582.423462
	Iteration 5Q: 3 clusters Score -38321.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -38330.191406 Penalty: 582.423462
	Iteration 6Q: 3 clusters Score -38330.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -38341.707031 Penalty: 582.423462
	Iteration 7Q: 3 clusters Score -38341.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -38352.738281 Penalty: 582.423462
	Iteration 8Q: 3 clusters Score -38352.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -38374.390625 Penalty: 582.423462
	Iteration 9Q: 3 clusters Score -38374.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -38398.640625 Penalty: 582.423462
	Iteration 10Q: 3 clusters Score -38398.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -38408.914062 Penalty: 582.423462
	Iteration 11Q: 3 clusters Score -38408.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -38412.476562 Penalty: 582.423462
	Iteration 12Q: 3 clusters Score -38412.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -38414.910156 Penalty: 582.423462
	Iteration 13Q: 3 clusters Score -38414.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -38415.218750 Penalty: 582.423462
	Iteration 14Q: 3 clusters Score -38415.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -38415.792969 Penalty: 582.423462
	Iteration 15Q: 3 clusters Score -38415.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -38416.078125 Penalty: 582.423462
	Iteration 16Q: 3 clusters Score -38416.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -38416.078125 Penalty: 582.423462
	Iteration 17F: 3 clusters Score -38416.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Entering Unmasked Estep 
Score: -1318667.000000 Penalty: 452.561371
	Iteration 0F: 2 clusters Score -1318667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1304754.125000 Penalty: 905.122742
	Iteration 0F: 3 clusters Score -1304754 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1310308.500000 Penalty: 905.122742
	Iteration 1F: 3 clusters Score -1310308 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1310619.250000 Penalty: 905.122742
	Iteration 2Q: 3 clusters Score -1310619 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1311082.625000 Penalty: 905.122742
	Iteration 3F: 3 clusters Score -1311083 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1311790.125000 Penalty: 905.122742
	Iteration 4F: 3 clusters Score -1311790 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1312796.250000 Penalty: 905.122742
	Iteration 5F: 3 clusters Score -1312796 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1314085.375000 Penalty: 905.122742
	Iteration 6F: 3 clusters Score -1314085 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1315496.625000 Penalty: 905.122742
	Iteration 7F: 3 clusters Score -1315497 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -1316584.125000 Penalty: 905.122742
	Iteration 8F: 3 clusters Score -1316584 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -1317363.250000 Penalty: 905.122742
	Iteration 9Q: 3 clusters Score -1317363 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -1317964.125000 Penalty: 905.122742
	Iteration 10Q: 3 clusters Score -1317964 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -1318268.125000 Penalty: 905.122742
	Iteration 11Q: 3 clusters Score -1318268 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -1318396.500000 Penalty: 905.122742
	Iteration 12Q: 3 clusters Score -1318396 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -1318459.000000 Penalty: 905.122742
	Iteration 13Q: 3 clusters Score -1318459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -1318487.375000 Penalty: 905.122742
	Iteration 14Q: 3 clusters Score -1318487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -1318514.000000 Penalty: 905.122742
	Iteration 15Q: 3 clusters Score -1318514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -1318521.125000 Penalty: 905.122742
	Iteration 16Q: 3 clusters Score -1318521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -1318524.375000 Penalty: 905.122742
	Iteration 17Q: 3 clusters Score -1318524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -1318530.875000 Penalty: 905.122742
	Iteration 18Q: 3 clusters Score -1318531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -1318534.500000 Penalty: 905.122742
	Iteration 19Q: 3 clusters Score -1318534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -1318539.500000 Penalty: 905.122742
	Iteration 20F: 3 clusters Score -1318540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -1318540.125000 Penalty: 905.122742
	Iteration 21Q: 3 clusters Score -1318540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -1318540.750000 Penalty: 905.122742
	Iteration 22Q: 3 clusters Score -1318541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -1318540.750000 Penalty: 905.122742
	Iteration 23F: 3 clusters Score -1318541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -99833.210938 Penalty: 334.739777
	Iteration 0F: 2 clusters Score -99833.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -98693.726562 Penalty: 669.479553
	Iteration 0F: 3 clusters Score -98693.73 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -99048.859375 Penalty: 669.479553
	Iteration 1F: 3 clusters Score -99048.86 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -99106.468750 Penalty: 669.479553
	Iteration 2F: 3 clusters Score -99106.47 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -99157.468750 Penalty: 669.479553
	Iteration 3Q: 3 clusters Score -99157.47 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -99193.531250 Penalty: 669.479553
	Iteration 4Q: 3 clusters Score -99193.53 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -99244.968750 Penalty: 669.479553
	Iteration 5Q: 3 clusters Score -99244.97 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -99303.546875 Penalty: 669.479553
	Iteration 6Q: 3 clusters Score -99303.55 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -99346.578125 Penalty: 669.479553
	Iteration 7Q: 3 clusters Score -99346.58 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -99375.976562 Penalty: 669.479553
	Iteration 8Q: 3 clusters Score -99375.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -99389.914062 Penalty: 669.479553
	Iteration 9Q: 3 clusters Score -99389.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -99400.710938 Penalty: 669.479553
	Iteration 10Q: 3 clusters Score -99400.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -99405.437500 Penalty: 669.479553
	Iteration 11Q: 3 clusters Score -99405.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -99413.148438 Penalty: 669.479553
	Iteration 12Q: 3 clusters Score -99413.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -99417.601562 Penalty: 669.479553
	Iteration 13Q: 3 clusters Score -99417.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -99420.984375 Penalty: 669.479553
	Iteration 14Q: 3 clusters Score -99420.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -99424.437500 Penalty: 669.479553
	Iteration 15Q: 3 clusters Score -99424.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -99428.171875 Penalty: 669.479553
	Iteration 16Q: 3 clusters Score -99428.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -99433.328125 Penalty: 669.479553
	Iteration 17Q: 3 clusters Score -99433.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -99436.156250 Penalty: 669.479553
	Iteration 18Q: 3 clusters Score -99436.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -99440.843750 Penalty: 669.479553
	Iteration 19Q: 3 clusters Score -99440.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -99448.210938 Penalty: 669.479553
	Iteration 20F: 3 clusters Score -99448.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -99452.648438 Penalty: 669.479553
	Iteration 21Q: 3 clusters Score -99452.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -99455.484375 Penalty: 669.479553
	Iteration 22Q: 3 clusters Score -99455.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -99460.218750 Penalty: 669.479553
	Iteration 23Q: 3 clusters Score -99460.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -99464.351562 Penalty: 669.479553
	Iteration 24Q: 3 clusters Score -99464.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -99466.148438 Penalty: 669.479553
	Iteration 25Q: 3 clusters Score -99466.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -99467.593750 Penalty: 669.479553
	Iteration 26Q: 3 clusters Score -99467.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -99469.125000 Penalty: 669.479553
	Iteration 27Q: 3 clusters Score -99469.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -99471.148438 Penalty: 669.479553
	Iteration 28Q: 3 clusters Score -99471.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -99472.242188 Penalty: 669.479553
	Iteration 29Q: 3 clusters Score -99472.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -99472.179688 Penalty: 669.479553
	Iteration 30Q: 3 clusters Score -99472.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -99472.687500 Penalty: 669.479553
	Iteration 31Q: 3 clusters Score -99472.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -99472.687500 Penalty: 669.479553
	Iteration 32F: 3 clusters Score -99472.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Entering Unmasked Estep 
Score: -134562.890625 Penalty: 348.578064
	Iteration 0F: 2 clusters Score -134562.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -133066.937500 Penalty: 697.156128
	Iteration 0F: 3 clusters Score -133066.9 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -133652.359375 Penalty: 697.156128
	Iteration 1F: 3 clusters Score -133652.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -133832.046875 Penalty: 697.156128
	Iteration 2F: 3 clusters Score -133832 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -133967.046875 Penalty: 697.156128
	Iteration 3F: 3 clusters Score -133967 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -134071.937500 Penalty: 697.156128
	Iteration 4F: 3 clusters Score -134071.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -134185.875000 Penalty: 697.156128
	Iteration 5F: 3 clusters Score -134185.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -134272.203125 Penalty: 697.156128
	Iteration 6F: 3 clusters Score -134272.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -134326.640625 Penalty: 697.156128
	Iteration 7Q: 3 clusters Score -134326.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -134370.468750 Penalty: 697.156128
	Iteration 8Q: 3 clusters Score -134370.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -134401.234375 Penalty: 697.156128
	Iteration 9Q: 3 clusters Score -134401.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -134419.687500 Penalty: 697.156128
	Iteration 10Q: 3 clusters Score -134419.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -134438.250000 Penalty: 697.156128
	Iteration 11Q: 3 clusters Score -134438.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -134451.671875 Penalty: 697.156128
	Iteration 12Q: 3 clusters Score -134451.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -134460.437500 Penalty: 697.156128
	Iteration 13Q: 3 clusters Score -134460.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -134465.078125 Penalty: 697.156128
	Iteration 14Q: 3 clusters Score -134465.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -134469.078125 Penalty: 697.156128
	Iteration 15Q: 3 clusters Score -134469.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -134471.031250 Penalty: 697.156128
	Iteration 16Q: 3 clusters Score -134471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -134473.390625 Penalty: 697.156128
	Iteration 17Q: 3 clusters Score -134473.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -134474.765625 Penalty: 697.156128
	Iteration 18Q: 3 clusters Score -134474.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -134475.140625 Penalty: 697.156128
	Iteration 19Q: 3 clusters Score -134475.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -134475.500000 Penalty: 697.156128
	Iteration 20F: 3 clusters Score -134475.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -134476.203125 Penalty: 697.156128
	Iteration 21Q: 3 clusters Score -134476.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -134476.312500 Penalty: 697.156128
	Iteration 22Q: 3 clusters Score -134476.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -134476.718750 Penalty: 697.156128
	Iteration 23Q: 3 clusters Score -134476.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -134476.828125 Penalty: 697.156128
	Iteration 24Q: 3 clusters Score -134476.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -134477.546875 Penalty: 697.156128
	Iteration 25Q: 3 clusters Score -134477.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -134477.968750 Penalty: 697.156128
	Iteration 26Q: 3 clusters Score -134478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -134478.031250 Penalty: 697.156128
	Iteration 27Q: 3 clusters Score -134478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -134478.031250 Penalty: 697.156128
	Iteration 28F: 3 clusters Score -134478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -13538.656250 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -13538.66 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 142 members 
Entering Unmasked Estep 
Score: -13229.558594 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -13229.56 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13317.627930 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -13317.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13347.050781 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -13347.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13360.148438 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -13360.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13371.634766 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -13371.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13382.704102 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -13382.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13388.057617 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -13388.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13392.311523 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -13392.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13393.964844 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -13393.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13395.347656 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -13395.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13395.347656 Penalty: 506.719360
	Iteration 10F: 3 clusters Score -13395.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Entering Unmasked Estep 
Score: -258623.609375 Penalty: 377.696655
	Iteration 0F: 2 clusters Score -258623.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -255869.312500 Penalty: 755.393311
	Iteration 0F: 3 clusters Score -255869.3 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -256794.734375 Penalty: 755.393311
	Iteration 1F: 3 clusters Score -256794.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -256917.171875 Penalty: 755.393311
	Iteration 2F: 3 clusters Score -256917.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -257052.125000 Penalty: 755.393311
	Iteration 3F: 3 clusters Score -257052.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -257204.046875 Penalty: 755.393311
	Iteration 4F: 3 clusters Score -257204 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -257366.218750 Penalty: 755.393311
	Iteration 5F: 3 clusters Score -257366.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -257538.750000 Penalty: 755.393311
	Iteration 6F: 3 clusters Score -257538.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -257659.734375 Penalty: 755.393311
	Iteration 7Q: 3 clusters Score -257659.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -257736.468750 Penalty: 755.393311
	Iteration 8Q: 3 clusters Score -257736.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -257788.437500 Penalty: 755.393311
	Iteration 9Q: 3 clusters Score -257788.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -257832.437500 Penalty: 755.393311
	Iteration 10Q: 3 clusters Score -257832.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -257869.140625 Penalty: 755.393311
	Iteration 11Q: 3 clusters Score -257869.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -257898.921875 Penalty: 755.393311
	Iteration 12Q: 3 clusters Score -257898.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -257923.671875 Penalty: 755.393311
	Iteration 13Q: 3 clusters Score -257923.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -257949.578125 Penalty: 755.393311
	Iteration 14Q: 3 clusters Score -257949.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -257977.015625 Penalty: 755.393311
	Iteration 15Q: 3 clusters Score -257977 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -258000.781250 Penalty: 755.393311
	Iteration 16Q: 3 clusters Score -258000.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -258028.187500 Penalty: 755.393311
	Iteration 17Q: 3 clusters Score -258028.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -258050.296875 Penalty: 755.393311
	Iteration 18Q: 3 clusters Score -258050.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -258071.312500 Penalty: 755.393311
	Iteration 19Q: 3 clusters Score -258071.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -258094.484375 Penalty: 755.393311
	Iteration 20F: 3 clusters Score -258094.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -258114.859375 Penalty: 755.393311
	Iteration 21Q: 3 clusters Score -258114.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -258130.890625 Penalty: 755.393311
	Iteration 22Q: 3 clusters Score -258130.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -258152.890625 Penalty: 755.393311
	Iteration 23Q: 3 clusters Score -258152.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -258175.765625 Penalty: 755.393311
	Iteration 24Q: 3 clusters Score -258175.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -258193.500000 Penalty: 755.393311
	Iteration 25Q: 3 clusters Score -258193.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -258205.671875 Penalty: 755.393311
	Iteration 26Q: 3 clusters Score -258205.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -258222.218750 Penalty: 755.393311
	Iteration 27Q: 3 clusters Score -258222.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -258235.531250 Penalty: 755.393311
	Iteration 28Q: 3 clusters Score -258235.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -258243.093750 Penalty: 755.393311
	Iteration 29Q: 3 clusters Score -258243.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -258248.031250 Penalty: 755.393311
	Iteration 30Q: 3 clusters Score -258248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -258256.125000 Penalty: 755.393311
	Iteration 31Q: 3 clusters Score -258256.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -258260.953125 Penalty: 755.393311
	Iteration 32Q: 3 clusters Score -258261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -258265.234375 Penalty: 755.393311
	Iteration 33Q: 3 clusters Score -258265.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -258266.546875 Penalty: 755.393311
	Iteration 34Q: 3 clusters Score -258266.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -258267.765625 Penalty: 755.393311
	Iteration 35Q: 3 clusters Score -258267.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -258269.125000 Penalty: 755.393311
	Iteration 36Q: 3 clusters Score -258269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -258270.062500 Penalty: 755.393311
	Iteration 37Q: 3 clusters Score -258270.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -258274.046875 Penalty: 755.393311
	Iteration 38Q: 3 clusters Score -258274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -258278.593750 Penalty: 755.393311
	Iteration 39Q: 3 clusters Score -258278.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -258281.890625 Penalty: 755.393311
	Iteration 40F: 3 clusters Score -258281.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -258283.140625 Penalty: 755.393311
	Iteration 41Q: 3 clusters Score -258283.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -258283.640625 Penalty: 755.393311
	Iteration 42Q: 3 clusters Score -258283.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -258284.375000 Penalty: 755.393311
	Iteration 43Q: 3 clusters Score -258284.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -258284.843750 Penalty: 755.393311
	Iteration 44Q: 3 clusters Score -258284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -258285.984375 Penalty: 755.393311
	Iteration 45Q: 3 clusters Score -258286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -258288.078125 Penalty: 755.393311
	Iteration 46Q: 3 clusters Score -258288.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -258288.718750 Penalty: 755.393311
	Iteration 47Q: 3 clusters Score -258288.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -258289.796875 Penalty: 755.393311
	Iteration 48Q: 3 clusters Score -258289.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -258290.296875 Penalty: 755.393311
	Iteration 49Q: 3 clusters Score -258290.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -258292.500000 Penalty: 755.393311
	Iteration 50Q: 3 clusters Score -258292.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -258294.687500 Penalty: 755.393311
	Iteration 51Q: 3 clusters Score -258294.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -258296.687500 Penalty: 755.393311
	Iteration 52Q: 3 clusters Score -258296.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -258297.656250 Penalty: 755.393311
	Iteration 53Q: 3 clusters Score -258297.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -258302.343750 Penalty: 755.393311
	Iteration 54Q: 3 clusters Score -258302.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -258304.328125 Penalty: 755.393311
	Iteration 55Q: 3 clusters Score -258304.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -258305.703125 Penalty: 755.393311
	Iteration 56Q: 3 clusters Score -258305.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -258309.000000 Penalty: 755.393311
	Iteration 57Q: 3 clusters Score -258309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -258311.687500 Penalty: 755.393311
	Iteration 58Q: 3 clusters Score -258311.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -258312.171875 Penalty: 755.393311
	Iteration 59Q: 3 clusters Score -258312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -258313.125000 Penalty: 755.393311
	Iteration 60F: 3 clusters Score -258313.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -258314.000000 Penalty: 755.393311
	Iteration 61Q: 3 clusters Score -258314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -258314.000000 Penalty: 755.393311
	Iteration 62F: 3 clusters Score -258314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -42033.933594 Penalty: 302.705261
	Iteration 0F: 2 clusters Score -42033.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -41378.601562 Penalty: 605.410522
	Iteration 0F: 3 clusters Score -41378.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -41528.835938 Penalty: 605.410522
	Iteration 1F: 3 clusters Score -41528.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -41567.019531 Penalty: 605.410522
	Iteration 2F: 3 clusters Score -41567.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -41595.855469 Penalty: 605.410522
	Iteration 3Q: 3 clusters Score -41595.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -41621.667969 Penalty: 605.410522
	Iteration 4F: 3 clusters Score -41621.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -41640.867188 Penalty: 605.410522
	Iteration 5Q: 3 clusters Score -41640.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -41654.199219 Penalty: 605.410522
	Iteration 6Q: 3 clusters Score -41654.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -41673.292969 Penalty: 605.410522
	Iteration 7Q: 3 clusters Score -41673.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -41695.417969 Penalty: 605.410522
	Iteration 8Q: 3 clusters Score -41695.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -41718.082031 Penalty: 605.410522
	Iteration 9Q: 3 clusters Score -41718.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -41731.015625 Penalty: 605.410522
	Iteration 10Q: 3 clusters Score -41731.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -41743.433594 Penalty: 605.410522
	Iteration 11Q: 3 clusters Score -41743.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -41753.476562 Penalty: 605.410522
	Iteration 12Q: 3 clusters Score -41753.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -41766.339844 Penalty: 605.410522
	Iteration 13Q: 3 clusters Score -41766.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -41785.988281 Penalty: 605.410522
	Iteration 14Q: 3 clusters Score -41785.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -41797.234375 Penalty: 605.410522
	Iteration 15Q: 3 clusters Score -41797.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -41802.773438 Penalty: 605.410522
	Iteration 16Q: 3 clusters Score -41802.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -41810.656250 Penalty: 605.410522
	Iteration 17Q: 3 clusters Score -41810.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -41812.859375 Penalty: 605.410522
	Iteration 18Q: 3 clusters Score -41812.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -41814.714844 Penalty: 605.410522
	Iteration 19Q: 3 clusters Score -41814.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -41815.550781 Penalty: 605.410522
	Iteration 20F: 3 clusters Score -41815.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -41816.050781 Penalty: 605.410522
	Iteration 21Q: 3 clusters Score -41816.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -41816.992188 Penalty: 605.410522
	Iteration 22Q: 3 clusters Score -41816.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -41817.359375 Penalty: 605.410522
	Iteration 23Q: 3 clusters Score -41817.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -41817.628906 Penalty: 605.410522
	Iteration 24Q: 3 clusters Score -41817.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -41817.628906 Penalty: 605.410522
	Iteration 25F: 3 clusters Score -41817.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -77920.101562 Penalty: 325.818481
	Iteration 0F: 2 clusters Score -77920.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -76919.039062 Penalty: 651.636963
	Iteration 0F: 3 clusters Score -76919.04 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -77255.195312 Penalty: 651.636963
	Iteration 1F: 3 clusters Score -77255.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -77341.671875 Penalty: 651.636963
	Iteration 2F: 3 clusters Score -77341.67 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -77427.921875 Penalty: 651.636963
	Iteration 3F: 3 clusters Score -77427.92 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77526.335938 Penalty: 651.636963
	Iteration 4F: 3 clusters Score -77526.34 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -77621.156250 Penalty: 651.636963
	Iteration 5F: 3 clusters Score -77621.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -77668.406250 Penalty: 651.636963
	Iteration 6Q: 3 clusters Score -77668.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -77691.921875 Penalty: 651.636963
	Iteration 7Q: 3 clusters Score -77691.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -77712.593750 Penalty: 651.636963
	Iteration 8Q: 3 clusters Score -77712.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -77744.937500 Penalty: 651.636963
	Iteration 9Q: 3 clusters Score -77744.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -77773.406250 Penalty: 651.636963
	Iteration 10Q: 3 clusters Score -77773.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -77796.679688 Penalty: 651.636963
	Iteration 11Q: 3 clusters Score -77796.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -77815.734375 Penalty: 651.636963
	Iteration 12Q: 3 clusters Score -77815.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -77830.625000 Penalty: 651.636963
	Iteration 13Q: 3 clusters Score -77830.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -77837.265625 Penalty: 651.636963
	Iteration 14Q: 3 clusters Score -77837.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -77839.578125 Penalty: 651.636963
	Iteration 15Q: 3 clusters Score -77839.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -77839.867188 Penalty: 651.636963
	Iteration 16Q: 3 clusters Score -77839.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -77839.867188 Penalty: 651.636963
	Iteration 17F: 3 clusters Score -77839.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Entering Unmasked Estep 
Score: -1147805.750000 Penalty: 446.896332
	Iteration 0F: 2 clusters Score -1147806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1135486.250000 Penalty: 893.792664
	Iteration 0F: 3 clusters Score -1135486 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1140883.875000 Penalty: 893.792664
	Iteration 1F: 3 clusters Score -1140884 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1141459.375000 Penalty: 893.792664
	Iteration 2F: 3 clusters Score -1141459 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1142282.250000 Penalty: 893.792664
	Iteration 3F: 3 clusters Score -1142282 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1143296.625000 Penalty: 893.792664
	Iteration 4F: 3 clusters Score -1143297 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1144371.375000 Penalty: 893.792664
	Iteration 5F: 3 clusters Score -1144371 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1145370.500000 Penalty: 893.792664
	Iteration 6F: 3 clusters Score -1145370 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1146176.250000 Penalty: 893.792664
	Iteration 7F: 3 clusters Score -1146176 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1146759.125000 Penalty: 893.792664
	Iteration 8Q: 3 clusters Score -1146759 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1147127.625000 Penalty: 893.792664
	Iteration 9Q: 3 clusters Score -1147128 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1147330.000000 Penalty: 893.792664
	Iteration 10Q: 3 clusters Score -1147330 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1147408.125000 Penalty: 893.792664
	Iteration 11Q: 3 clusters Score -1147408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1147448.250000 Penalty: 893.792664
	Iteration 12Q: 3 clusters Score -1147448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1147467.625000 Penalty: 893.792664
	Iteration 13Q: 3 clusters Score -1147468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1147478.000000 Penalty: 893.792664
	Iteration 14Q: 3 clusters Score -1147478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1147482.750000 Penalty: 893.792664
	Iteration 15Q: 3 clusters Score -1147483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1147486.500000 Penalty: 893.792664
	Iteration 16Q: 3 clusters Score -1147486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1147486.500000 Penalty: 893.792664
	Iteration 17F: 3 clusters Score -1147486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -39885.003906 Penalty: 297.747986
	Iteration 0F: 2 clusters Score -39885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -39264.433594 Penalty: 595.495972
	Iteration 0F: 3 clusters Score -39264.43 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -39438.117188 Penalty: 595.495972
	Iteration 1F: 3 clusters Score -39438.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -39468.519531 Penalty: 595.495972
	Iteration 2F: 3 clusters Score -39468.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -39485.710938 Penalty: 595.495972
	Iteration 3Q: 3 clusters Score -39485.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -39510.621094 Penalty: 595.495972
	Iteration 4Q: 3 clusters Score -39510.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -39525.742188 Penalty: 595.495972
	Iteration 5Q: 3 clusters Score -39525.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -39535.531250 Penalty: 595.495972
	Iteration 6Q: 3 clusters Score -39535.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -39542.632812 Penalty: 595.495972
	Iteration 7Q: 3 clusters Score -39542.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -39547.632812 Penalty: 595.495972
	Iteration 8Q: 3 clusters Score -39547.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -39553.406250 Penalty: 595.495972
	Iteration 9Q: 3 clusters Score -39553.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -39560.378906 Penalty: 595.495972
	Iteration 10Q: 3 clusters Score -39560.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -39562.281250 Penalty: 595.495972
	Iteration 11Q: 3 clusters Score -39562.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -39562.796875 Penalty: 595.495972
	Iteration 12Q: 3 clusters Score -39562.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -39562.796875 Penalty: 595.495972
	Iteration 13F: 3 clusters Score -39562.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Entering Unmasked Estep 
Score: -2447035.250000 Penalty: 478.138611
	Iteration 0F: 2 clusters Score -2447035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2422472.250000 Penalty: 956.277222
	Iteration 0F: 3 clusters Score -2422472 nChanged 17692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2432989.250000 Penalty: 956.277222
	Iteration 1F: 3 clusters Score -2432989 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2433565.500000 Penalty: 956.277222
	Iteration 2Q: 3 clusters Score -2433566 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -2434549.500000 Penalty: 956.277222
	Iteration 3F: 3 clusters Score -2434550 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -2436148.250000 Penalty: 956.277222
	Iteration 4F: 3 clusters Score -2436148 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -2438287.250000 Penalty: 956.277222
	Iteration 5F: 3 clusters Score -2438287 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -2440341.000000 Penalty: 956.277222
	Iteration 6F: 3 clusters Score -2440341 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -2441894.750000 Penalty: 956.277222
	Iteration 7F: 3 clusters Score -2441895 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -2442873.750000 Penalty: 956.277222
	Iteration 8Q: 3 clusters Score -2442874 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -2443573.500000 Penalty: 956.277222
	Iteration 9Q: 3 clusters Score -2443574 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -2444166.000000 Penalty: 956.277222
	Iteration 10Q: 3 clusters Score -2444166 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -2444702.250000 Penalty: 956.277222
	Iteration 11Q: 3 clusters Score -2444702 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -2445171.250000 Penalty: 956.277222
	Iteration 12Q: 3 clusters Score -2445171 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -2445500.750000 Penalty: 956.277222
	Iteration 13Q: 3 clusters Score -2445501 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -2445728.000000 Penalty: 956.277222
	Iteration 14Q: 3 clusters Score -2445728 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -2445920.750000 Penalty: 956.277222
	Iteration 15Q: 3 clusters Score -2445921 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -2446065.000000 Penalty: 956.277222
	Iteration 16Q: 3 clusters Score -2446065 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -2446190.500000 Penalty: 956.277222
	Iteration 17Q: 3 clusters Score -2446190 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -2446282.000000 Penalty: 956.277222
	Iteration 18Q: 3 clusters Score -2446282 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -2446341.250000 Penalty: 956.277222
	Iteration 19Q: 3 clusters Score -2446341 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -2446395.750000 Penalty: 956.277222
	Iteration 20F: 3 clusters Score -2446396 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -2446446.750000 Penalty: 956.277222
	Iteration 21Q: 3 clusters Score -2446447 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -2446473.500000 Penalty: 956.277222
	Iteration 22Q: 3 clusters Score -2446474 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -2446497.500000 Penalty: 956.277222
	Iteration 23Q: 3 clusters Score -2446498 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -2446513.250000 Penalty: 956.277222
	Iteration 24Q: 3 clusters Score -2446513 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -2446533.000000 Penalty: 956.277222
	Iteration 25Q: 3 clusters Score -2446533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -2446545.750000 Penalty: 956.277222
	Iteration 26Q: 3 clusters Score -2446546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -2446567.750000 Penalty: 956.277222
	Iteration 27Q: 3 clusters Score -2446568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -2446580.000000 Penalty: 956.277222
	Iteration 28Q: 3 clusters Score -2446580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -2446588.000000 Penalty: 956.277222
	Iteration 29Q: 3 clusters Score -2446588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -2446593.500000 Penalty: 956.277222
	Iteration 30Q: 3 clusters Score -2446594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -2446597.000000 Penalty: 956.277222
	Iteration 31Q: 3 clusters Score -2446597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -2446608.000000 Penalty: 956.277222
	Iteration 32Q: 3 clusters Score -2446608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -2446613.750000 Penalty: 956.277222
	Iteration 33Q: 3 clusters Score -2446614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -2446618.000000 Penalty: 956.277222
	Iteration 34Q: 3 clusters Score -2446618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -2446622.500000 Penalty: 956.277222
	Iteration 35Q: 3 clusters Score -2446622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -2446624.750000 Penalty: 956.277222
	Iteration 36Q: 3 clusters Score -2446625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -2446626.250000 Penalty: 956.277222
	Iteration 37Q: 3 clusters Score -2446626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -2446629.250000 Penalty: 956.277222
	Iteration 38Q: 3 clusters Score -2446629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -2446631.250000 Penalty: 956.277222
	Iteration 39Q: 3 clusters Score -2446631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -2446631.250000 Penalty: 956.277222
	Iteration 40F: 3 clusters Score -2446631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Entering Unmasked Estep 
Score: -2307319.500000 Penalty: 480.098297
	Iteration 0F: 2 clusters Score -2307320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2281809.000000 Penalty: 960.196594
	Iteration 0F: 3 clusters Score -2281809 nChanged 18300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2292982.250000 Penalty: 960.196594
	Iteration 1F: 3 clusters Score -2292982 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -2293784.500000 Penalty: 960.196594
	Iteration 2Q: 3 clusters Score -2293784 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -2295066.250000 Penalty: 960.196594
	Iteration 3F: 3 clusters Score -2295066 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -2297076.000000 Penalty: 960.196594
	Iteration 4F: 3 clusters Score -2297076 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -2299607.500000 Penalty: 960.196594
	Iteration 5F: 3 clusters Score -2299608 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -2301625.250000 Penalty: 960.196594
	Iteration 6F: 3 clusters Score -2301625 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -2302822.000000 Penalty: 960.196594
	Iteration 7Q: 3 clusters Score -2302822 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -2303490.000000 Penalty: 960.196594
	Iteration 8Q: 3 clusters Score -2303490 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -2303920.500000 Penalty: 960.196594
	Iteration 9Q: 3 clusters Score -2303920 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -2304297.750000 Penalty: 960.196594
	Iteration 10Q: 3 clusters Score -2304298 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -2304623.250000 Penalty: 960.196594
	Iteration 11Q: 3 clusters Score -2304623 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -2304934.750000 Penalty: 960.196594
	Iteration 12Q: 3 clusters Score -2304935 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -2305214.750000 Penalty: 960.196594
	Iteration 13Q: 3 clusters Score -2305215 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -2305480.250000 Penalty: 960.196594
	Iteration 14Q: 3 clusters Score -2305480 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -2305749.500000 Penalty: 960.196594
	Iteration 15Q: 3 clusters Score -2305750 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -2305968.750000 Penalty: 960.196594
	Iteration 16Q: 3 clusters Score -2305969 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -2306160.750000 Penalty: 960.196594
	Iteration 17Q: 3 clusters Score -2306161 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -2306314.000000 Penalty: 960.196594
	Iteration 18Q: 3 clusters Score -2306314 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -2306437.750000 Penalty: 960.196594
	Iteration 19Q: 3 clusters Score -2306438 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -2306539.250000 Penalty: 960.196594
	Iteration 20F: 3 clusters Score -2306539 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -2306629.750000 Penalty: 960.196594
	Iteration 21Q: 3 clusters Score -2306630 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -2306685.000000 Penalty: 960.196594
	Iteration 22Q: 3 clusters Score -2306685 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -2306724.000000 Penalty: 960.196594
	Iteration 23Q: 3 clusters Score -2306724 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -2306765.250000 Penalty: 960.196594
	Iteration 24Q: 3 clusters Score -2306765 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -2306795.500000 Penalty: 960.196594
	Iteration 25Q: 3 clusters Score -2306796 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -2306824.750000 Penalty: 960.196594
	Iteration 26Q: 3 clusters Score -2306825 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -2306849.500000 Penalty: 960.196594
	Iteration 27Q: 3 clusters Score -2306850 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -2306861.750000 Penalty: 960.196594
	Iteration 28Q: 3 clusters Score -2306862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -2306881.000000 Penalty: 960.196594
	Iteration 29Q: 3 clusters Score -2306881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -2306893.750000 Penalty: 960.196594
	Iteration 30Q: 3 clusters Score -2306894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -2306899.500000 Penalty: 960.196594
	Iteration 31Q: 3 clusters Score -2306900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -2306904.000000 Penalty: 960.196594
	Iteration 32Q: 3 clusters Score -2306904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -2306907.500000 Penalty: 960.196594
	Iteration 33Q: 3 clusters Score -2306908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -2306910.250000 Penalty: 960.196594
	Iteration 34Q: 3 clusters Score -2306910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -2306914.500000 Penalty: 960.196594
	Iteration 35Q: 3 clusters Score -2306914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -2306918.500000 Penalty: 960.196594
	Iteration 36Q: 3 clusters Score -2306918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -2306920.500000 Penalty: 960.196594
	Iteration 37Q: 3 clusters Score -2306920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -2306926.750000 Penalty: 960.196594
	Iteration 38Q: 3 clusters Score -2306927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -2306926.250000 Penalty: 960.196594
	Iteration 39Q: 3 clusters Score -2306926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -2306929.250000 Penalty: 960.196594
	Iteration 40F: 3 clusters Score -2306929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -2306931.250000 Penalty: 960.196594
	Iteration 41Q: 3 clusters Score -2306931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -2306937.000000 Penalty: 960.196594
	Iteration 42Q: 3 clusters Score -2306937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -2306940.250000 Penalty: 960.196594
	Iteration 43Q: 3 clusters Score -2306940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -2306943.500000 Penalty: 960.196594
	Iteration 44Q: 3 clusters Score -2306944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -2306945.500000 Penalty: 960.196594
	Iteration 45Q: 3 clusters Score -2306946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -2306947.000000 Penalty: 960.196594
	Iteration 46Q: 3 clusters Score -2306947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -2306948.750000 Penalty: 960.196594
	Iteration 47Q: 3 clusters Score -2306949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -2306950.000000 Penalty: 960.196594
	Iteration 48Q: 3 clusters Score -2306950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -2306951.750000 Penalty: 960.196594
	Iteration 49Q: 3 clusters Score -2306952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -2306952.500000 Penalty: 960.196594
	Iteration 50Q: 3 clusters Score -2306952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -2306952.750000 Penalty: 960.196594
	Iteration 51Q: 3 clusters Score -2306953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -2306952.500000 Penalty: 960.196594
	Iteration 52Q: 3 clusters Score -2306952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -2306952.500000 Penalty: 960.196594
	Iteration 53F: 3 clusters Score -2306952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -17416.464844 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -17416.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17017.839844 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -17017.84 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17124.285156 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -17124.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17160.287109 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -17160.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17175.027344 Penalty: 534.873962
	Iteration 3F: 3 clusters Score -17175.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17182.714844 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -17182.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17189.326172 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -17189.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17198.953125 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -17198.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17208.386719 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -17208.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17216.701172 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -17216.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17228.529297 Penalty: 534.873962
	Iteration 9Q: 3 clusters Score -17228.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17250.458984 Penalty: 534.873962
	Iteration 10Q: 3 clusters Score -17250.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17287.361328 Penalty: 534.873962
	Iteration 11Q: 3 clusters Score -17287.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17312.583984 Penalty: 534.873962
	Iteration 12Q: 3 clusters Score -17312.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17339.511719 Penalty: 534.873962
	Iteration 13Q: 3 clusters Score -17339.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17371.976562 Penalty: 534.873962
	Iteration 14Q: 3 clusters Score -17371.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17400.359375 Penalty: 534.873962
	Iteration 15Q: 3 clusters Score -17400.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17413.291016 Penalty: 534.873962
	Iteration 16Q: 3 clusters Score -17413.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17421.720703 Penalty: 534.873962
	Iteration 17Q: 3 clusters Score -17421.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17437.277344 Penalty: 534.873962
	Iteration 18Q: 3 clusters Score -17437.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17443.845703 Penalty: 534.873962
	Iteration 19Q: 3 clusters Score -17443.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17445.660156 Penalty: 534.873962
	Iteration 20F: 3 clusters Score -17445.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17446.785156 Penalty: 534.873962
	Iteration 21Q: 3 clusters Score -17446.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17449.220703 Penalty: 534.873962
	Iteration 22Q: 3 clusters Score -17449.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17449.220703 Penalty: 534.873962
	Iteration 23F: 3 clusters Score -17449.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68200 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 6 contains 115 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2124 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4028 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 36627 members 
Mstep: Class 16 contains 38239 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 29166 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77307 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 14169 members 
Mstep: Class 24 contains 27468 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81961 members 
Mstep: Class 28 contains 26337 members 
Mstep: Class 29 contains 533 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5566 members 
Mstep: Class 32 contains 9816 members 
Mstep: Class 33 contains 90053 members 
Mstep: Class 34 contains 12043 members 
Mstep: Class 35 contains 5401 members 
Entering Unmasked Estep 
Score: -35865600.000000 Penalty: 21133.728516
Splitting cluster 17 changes total score from -35866048.000000 to -35865600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (29166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Entering Unmasked Estep 
Score: -1905779.750000 Penalty: 467.774536
	Iteration 0F: 2 clusters Score -1905780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1886454.375000 Penalty: 935.549072
	Iteration 0F: 3 clusters Score -1886454 nChanged 13931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1895236.875000 Penalty: 935.549072
	Iteration 1F: 3 clusters Score -1895237 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1896114.750000 Penalty: 935.549072
	Iteration 2F: 3 clusters Score -1896115 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1897371.750000 Penalty: 935.549072
	Iteration 3F: 3 clusters Score -1897372 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1898849.375000 Penalty: 935.549072
	Iteration 4F: 3 clusters Score -1898849 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1900161.625000 Penalty: 935.549072
	Iteration 5F: 3 clusters Score -1900162 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1900998.375000 Penalty: 935.549072
	Iteration 6Q: 3 clusters Score -1900998 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1901366.375000 Penalty: 935.549072
	Iteration 7Q: 3 clusters Score -1901366 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1901612.500000 Penalty: 935.549072
	Iteration 8Q: 3 clusters Score -1901612 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1901837.500000 Penalty: 935.549072
	Iteration 9Q: 3 clusters Score -1901838 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1902091.375000 Penalty: 935.549072
	Iteration 10Q: 3 clusters Score -1902091 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1902348.625000 Penalty: 935.549072
	Iteration 11Q: 3 clusters Score -1902349 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1902635.375000 Penalty: 935.549072
	Iteration 12Q: 3 clusters Score -1902635 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1902879.125000 Penalty: 935.549072
	Iteration 13Q: 3 clusters Score -1902879 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1903145.125000 Penalty: 935.549072
	Iteration 14Q: 3 clusters Score -1903145 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1903419.375000 Penalty: 935.549072
	Iteration 15Q: 3 clusters Score -1903419 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1903756.250000 Penalty: 935.549072
	Iteration 16Q: 3 clusters Score -1903756 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1904092.125000 Penalty: 935.549072
	Iteration 17Q: 3 clusters Score -1904092 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1904409.750000 Penalty: 935.549072
	Iteration 18Q: 3 clusters Score -1904410 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1904650.500000 Penalty: 935.549072
	Iteration 19Q: 3 clusters Score -1904650 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1904862.625000 Penalty: 935.549072
	Iteration 20F: 3 clusters Score -1904863 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1905027.750000 Penalty: 935.549072
	Iteration 21Q: 3 clusters Score -1905028 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1905154.000000 Penalty: 935.549072
	Iteration 22Q: 3 clusters Score -1905154 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1905243.375000 Penalty: 935.549072
	Iteration 23Q: 3 clusters Score -1905243 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1905293.375000 Penalty: 935.549072
	Iteration 24Q: 3 clusters Score -1905293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1905316.250000 Penalty: 935.549072
	Iteration 25Q: 3 clusters Score -1905316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -1905328.625000 Penalty: 935.549072
	Iteration 26Q: 3 clusters Score -1905329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1905336.000000 Penalty: 935.549072
	Iteration 27Q: 3 clusters Score -1905336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1905342.250000 Penalty: 935.549072
	Iteration 28Q: 3 clusters Score -1905342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -1905349.750000 Penalty: 935.549072
	Iteration 29Q: 3 clusters Score -1905350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -1905354.750000 Penalty: 935.549072
	Iteration 30Q: 3 clusters Score -1905355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -1905355.375000 Penalty: 935.549072
	Iteration 31Q: 3 clusters Score -1905355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -1905356.500000 Penalty: 935.549072
	Iteration 32Q: 3 clusters Score -1905356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -1905356.500000 Penalty: 935.549072
	Iteration 33F: 3 clusters Score -1905356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -38133.441406 Penalty: 298.462494
	Iteration 0F: 2 clusters Score -38133.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37511.414062 Penalty: 596.924988
	Iteration 0F: 3 clusters Score -37511.41 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -37710.125000 Penalty: 596.924988
	Iteration 1F: 3 clusters Score -37710.12 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -37771.503906 Penalty: 596.924988
	Iteration 2F: 3 clusters Score -37771.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -37807.363281 Penalty: 596.924988
	Iteration 3F: 3 clusters Score -37807.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -37832.507812 Penalty: 596.924988
	Iteration 4Q: 3 clusters Score -37832.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -37849.312500 Penalty: 596.924988
	Iteration 5Q: 3 clusters Score -37849.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -37864.648438 Penalty: 596.924988
	Iteration 6Q: 3 clusters Score -37864.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -37878.378906 Penalty: 596.924988
	Iteration 7Q: 3 clusters Score -37878.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -37889.554688 Penalty: 596.924988
	Iteration 8Q: 3 clusters Score -37889.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -37897.691406 Penalty: 596.924988
	Iteration 9Q: 3 clusters Score -37897.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -37903.398438 Penalty: 596.924988
	Iteration 10Q: 3 clusters Score -37903.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -37905.300781 Penalty: 596.924988
	Iteration 11Q: 3 clusters Score -37905.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37906.054688 Penalty: 596.924988
	Iteration 12Q: 3 clusters Score -37906.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37907.203125 Penalty: 596.924988
	Iteration 13Q: 3 clusters Score -37907.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -37908.003906 Penalty: 596.924988
	Iteration 14Q: 3 clusters Score -37908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -37911.039062 Penalty: 596.924988
	Iteration 15Q: 3 clusters Score -37911.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -37914.503906 Penalty: 596.924988
	Iteration 16Q: 3 clusters Score -37914.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -37915.347656 Penalty: 596.924988
	Iteration 17Q: 3 clusters Score -37915.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -37915.503906 Penalty: 596.924988
	Iteration 18Q: 3 clusters Score -37915.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -37915.503906 Penalty: 596.924988
	Iteration 19F: 3 clusters Score -37915.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -14799.321289 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -14799.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14463.404297 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -14463.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14567.383789 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -14567.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14616.715820 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -14616.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14638.977539 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -14638.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14658.533203 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -14658.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14673.679688 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -14673.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14695.736328 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -14695.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14711.876953 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -14711.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14718.629883 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -14718.63 nChanged 5
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: -14732.487305 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -14732.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14801.232422 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -14801.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14882.110352 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -14882.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14912.032227 Penalty: 509.792816
	Iteration 12Q: 3 clusters Score -14912.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14972.657227 Penalty: 509.792816
	Iteration 13Q: 3 clusters Score -14972.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15026.769531 Penalty: 509.792816
	Iteration 14Q: 3 clusters Score -15026.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15050.249023 Penalty: 509.792816
	Iteration 15Q: 3 clusters Score -15050.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15061.481445 Penalty: 509.792816
	Iteration 16Q: 3 clusters Score -15061.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15063.607422 Penalty: 509.792816
	Iteration 17Q: 3 clusters Score -15063.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15063.607422 Penalty: 509.792816
	Iteration 18F: 3 clusters Score -15063.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68200 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 6 contains 145 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2124 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4028 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 36627 members 
Mstep: Class 16 contains 38239 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 29166 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 126 members 
Mstep: Class 21 contains 77307 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 14169 members 
Mstep: Class 24 contains 27468 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81961 members 
Mstep: Class 28 contains 26337 members 
Mstep: Class 29 contains 533 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5566 members 
Mstep: Class 32 contains 9816 members 
Mstep: Class 33 contains 90053 members 
Mstep: Class 34 contains 12043 members 
Mstep: Class 35 contains 5401 members 
Entering Unmasked Estep 
Score: -35865852.000000 Penalty: 21133.728516
Splitting cluster 20 changes total score from -35866048.000000 to -35865852.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (77307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77307 members 
Entering Unmasked Estep 
Score: -5082710.000000 Penalty: 512.127075
	Iteration 0F: 2 clusters Score -5082710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -5030823.000000 Penalty: 1024.254150
	Iteration 0F: 3 clusters Score -5030823 nChanged 37632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -5053516.000000 Penalty: 1024.254150
	Iteration 1F: 3 clusters Score -5053516 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -5054218.000000 Penalty: 1024.254150
	Iteration 2Q: 3 clusters Score -5054218 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -5054959.000000 Penalty: 1024.254150
	Iteration 3Q: 3 clusters Score -5054959 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -5055875.000000 Penalty: 1024.254150
	Iteration 4Q: 3 clusters Score -5055875 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -5057250.000000 Penalty: 1024.254150
	Iteration 5Q: 3 clusters Score -5057250 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -5059465.500000 Penalty: 1024.254150
	Iteration 6Q: 3 clusters Score -5059466 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -5062867.500000 Penalty: 1024.254150
	Iteration 7F: 3 clusters Score -5062868 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -5066396.000000 Penalty: 1024.254150
	Iteration 8F: 3 clusters Score -5066396 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -5068220.500000 Penalty: 1024.254150
	Iteration 9Q: 3 clusters Score -5068220 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -5068754.000000 Penalty: 1024.254150
	Iteration 10Q: 3 clusters Score -5068754 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -5069017.500000 Penalty: 1024.254150
	Iteration 11Q: 3 clusters Score -5069018 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -5069234.000000 Penalty: 1024.254150
	Iteration 12Q: 3 clusters Score -5069234 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -5069469.500000 Penalty: 1024.254150
	Iteration 13Q: 3 clusters Score -5069470 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -5069673.000000 Penalty: 1024.254150
	Iteration 14Q: 3 clusters Score -5069673 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -5069989.000000 Penalty: 1024.254150
	Iteration 15Q: 3 clusters Score -5069989 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -5070264.000000 Penalty: 1024.254150
	Iteration 16Q: 3 clusters Score -5070264 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -5070560.500000 Penalty: 1024.254150
	Iteration 17Q: 3 clusters Score -5070560 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -5070921.500000 Penalty: 1024.254150
	Iteration 18Q: 3 clusters Score -5070922 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 59505 members 
Entering Unmasked Estep 
Score: -5071335.500000 Penalty: 1024.254150
	Iteration 19Q: 3 clusters Score -5071336 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 60566 members 
Entering Unmasked Estep 
Score: -5071762.500000 Penalty: 1024.254150
	Iteration 20F: 3 clusters Score -5071762 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 61627 members 
Entering Unmasked Estep 
Score: -5072203.000000 Penalty: 1024.254150
	Iteration 21Q: 3 clusters Score -5072203 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -5072701.500000 Penalty: 1024.254150
	Iteration 22Q: 3 clusters Score -5072702 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
Score: -5073104.500000 Penalty: 1024.254150
	Iteration 23Q: 3 clusters Score -5073104 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 64519 members 
Entering Unmasked Estep 
Score: -5073506.000000 Penalty: 1024.254150
	Iteration 24Q: 3 clusters Score -5073506 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -5073988.500000 Penalty: 1024.254150
	Iteration 25Q: 3 clusters Score -5073988 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 66134 members 
Entering Unmasked Estep 
Score: -5074500.500000 Penalty: 1024.254150
	Iteration 26Q: 3 clusters Score -5074500 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
Score: -5075145.500000 Penalty: 1024.254150
	Iteration 27Q: 3 clusters Score -5075146 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -5075785.000000 Penalty: 1024.254150
	Iteration 28Q: 3 clusters Score -5075785 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 68031 members 
Entering Unmasked Estep 
Score: -5076370.000000 Penalty: 1024.254150
	Iteration 29Q: 3 clusters Score -5076370 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -5076959.000000 Penalty: 1024.254150
	Iteration 30Q: 3 clusters Score -5076959 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 68865 members 
Entering Unmasked Estep 
Score: -5077550.000000 Penalty: 1024.254150
	Iteration 31Q: 3 clusters Score -5077550 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 69134 members 
Entering Unmasked Estep 
Score: -5078024.000000 Penalty: 1024.254150
	Iteration 32Q: 3 clusters Score -5078024 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -5078434.500000 Penalty: 1024.254150
	Iteration 33Q: 3 clusters Score -5078434 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -5078827.500000 Penalty: 1024.254150
	Iteration 34Q: 3 clusters Score -5078828 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -5079221.500000 Penalty: 1024.254150
	Iteration 35Q: 3 clusters Score -5079222 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 69150 members 
Entering Unmasked Estep 
Score: -5079573.500000 Penalty: 1024.254150
	Iteration 36Q: 3 clusters Score -5079574 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 68834 members 
Entering Unmasked Estep 
Score: -5079980.000000 Penalty: 1024.254150
	Iteration 37Q: 3 clusters Score -5079980 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 68570 members 
Entering Unmasked Estep 
Score: -5080313.000000 Penalty: 1024.254150
	Iteration 38Q: 3 clusters Score -5080313 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 68401 members 
Entering Unmasked Estep 
Score: -5080443.000000 Penalty: 1024.254150
	Iteration 39Q: 3 clusters Score -5080443 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -5080874.000000 Penalty: 1024.254150
	Iteration 40F: 3 clusters Score -5080874 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -5081196.000000 Penalty: 1024.254150
	Iteration 41Q: 3 clusters Score -5081196 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 67640 members 
Entering Unmasked Estep 
Score: -5081318.000000 Penalty: 1024.254150
	Iteration 42Q: 3 clusters Score -5081318 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 67434 members 
Entering Unmasked Estep 
Score: -5081390.000000 Penalty: 1024.254150
	Iteration 43Q: 3 clusters Score -5081390 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 67248 members 
Entering Unmasked Estep 
Score: -5081441.500000 Penalty: 1024.254150
	Iteration 44Q: 3 clusters Score -5081442 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 67061 members 
Entering Unmasked Estep 
Score: -5081471.500000 Penalty: 1024.254150
	Iteration 45Q: 3 clusters Score -5081472 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 66852 members 
Entering Unmasked Estep 
Score: -5081464.000000 Penalty: 1024.254150
	Iteration 46Q: 3 clusters Score -5081464 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 66657 members 
Entering Unmasked Estep 
Score: -5081500.500000 Penalty: 1024.254150
	Iteration 47Q: 3 clusters Score -5081500 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 66453 members 
Entering Unmasked Estep 
Score: -5081495.500000 Penalty: 1024.254150
	Iteration 48Q: 3 clusters Score -5081496 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 66267 members 
Entering Unmasked Estep 
Score: -5081486.500000 Penalty: 1024.254150
	Iteration 49Q: 3 clusters Score -5081486 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 66068 members 
Entering Unmasked Estep 
Score: -5081463.500000 Penalty: 1024.254150
	Iteration 50Q: 3 clusters Score -5081464 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -5081469.000000 Penalty: 1024.254150
	Iteration 51Q: 3 clusters Score -5081469 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 65675 members 
Entering Unmasked Estep 
Score: -5081481.000000 Penalty: 1024.254150
	Iteration 52Q: 3 clusters Score -5081481 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -5081469.000000 Penalty: 1024.254150
	Iteration 53Q: 3 clusters Score -5081469 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 65216 members 
Entering Unmasked Estep 
Score: -5081483.000000 Penalty: 1024.254150
	Iteration 54Q: 3 clusters Score -5081483 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 64973 members 
Entering Unmasked Estep 
Score: -5081478.000000 Penalty: 1024.254150
	Iteration 55Q: 3 clusters Score -5081478 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 64695 members 
Entering Unmasked Estep 
Score: -5081477.000000 Penalty: 1024.254150
	Iteration 56Q: 3 clusters Score -5081477 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 64404 members 
Entering Unmasked Estep 
Score: -5081490.000000 Penalty: 1024.254150
	Iteration 57Q: 3 clusters Score -5081490 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -5081488.500000 Penalty: 1024.254150
	Iteration 58Q: 3 clusters Score -5081488 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -5081494.000000 Penalty: 1024.254150
	Iteration 59Q: 3 clusters Score -5081494 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 63460 members 
Entering Unmasked Estep 
Score: -5081521.000000 Penalty: 1024.254150
	Iteration 60F: 3 clusters Score -5081521 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 63058 members 
Entering Unmasked Estep 
Score: -5081568.500000 Penalty: 1024.254150
	Iteration 61Q: 3 clusters Score -5081568 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -5081582.500000 Penalty: 1024.254150
	Iteration 62Q: 3 clusters Score -5081582 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -5081597.000000 Penalty: 1024.254150
	Iteration 63Q: 3 clusters Score -5081597 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 61643 members 
Entering Unmasked Estep 
Score: -5081577.500000 Penalty: 1024.254150
	Iteration 64Q: 3 clusters Score -5081578 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5081577 nChanged 594
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 60522 members 
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	Iteration 66Q: 3 clusters Score -5081605 nChanged 579
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Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5081538 nChanged 603
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Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5081573 nChanged 651
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Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 58689 members 
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	Iteration 69Q: 3 clusters Score -5081566 nChanged 619
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Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 58070 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5081546 nChanged 651
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Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5081552 nChanged 608
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Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5081578 nChanged 664
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Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5081536 nChanged 586
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Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5081564 nChanged 606
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Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 54955 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5081572 nChanged 655
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Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 54300 members 
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	Iteration 76Q: 3 clusters Score -5081558 nChanged 691
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Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5081579 nChanged 710
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Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 52899 members 
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	Iteration 78Q: 3 clusters Score -5081565 nChanged 736
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Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 52163 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5081623 nChanged 629
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Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5081657 nChanged 686
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Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5081642 nChanged 668
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Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5081606 nChanged 659
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Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5081598 nChanged 719
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Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5081592 nChanged 717
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Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 48085 members 
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	Iteration 85Q: 3 clusters Score -5081587 nChanged 720
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Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5081522 nChanged 818
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Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5081560 nChanged 815
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Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5081534 nChanged 841
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Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5081526 nChanged 821
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Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5081554 nChanged 779
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Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5081608 nChanged 703
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Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5081690 nChanged 740
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Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5081809 nChanged 687
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Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5081842 nChanged 710
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Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 40451 members 
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	Iteration 95Q: 3 clusters Score -5081906 nChanged 608
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Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 39843 members 
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	Iteration 96Q: 3 clusters Score -5081996 nChanged 546
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Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5082022 nChanged 500
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Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 38797 members 
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	Iteration 98Q: 3 clusters Score -5082042 nChanged 559
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Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 38238 members 
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	Iteration 99Q: 3 clusters Score -5082064 nChanged 518
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Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 37720 members 
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	Iteration 100F: 3 clusters Score -5082099 nChanged 563
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Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 37157 members 
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	Iteration 101Q: 3 clusters Score -5082059 nChanged 635
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Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 36522 members 
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	Iteration 102Q: 3 clusters Score -5082033 nChanged 734
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Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 35788 members 
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	Iteration 103Q: 3 clusters Score -5082026 nChanged 827
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Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 34961 members 
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	Iteration 104Q: 3 clusters Score -5082034 nChanged 866
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Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 34095 members 
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	Iteration 105Q: 3 clusters Score -5082016 nChanged 875
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Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 33220 members 
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	Iteration 106Q: 3 clusters Score -5082002 nChanged 845
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Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 32375 members 
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	Iteration 107Q: 3 clusters Score -5081964 nChanged 820
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Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 31555 members 
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	Iteration 108Q: 3 clusters Score -5081934 nChanged 811
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Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 30744 members 
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	Iteration 109Q: 3 clusters Score -5081929 nChanged 851
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Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 29893 members 
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	Iteration 110Q: 3 clusters Score -5081920 nChanged 804
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Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 29089 members 
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	Iteration 111Q: 3 clusters Score -5081898 nChanged 713
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Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 28376 members 
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	Iteration 112Q: 3 clusters Score -5081848 nChanged 711
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Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 27665 members 
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	Iteration 113Q: 3 clusters Score -5081847 nChanged 647
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Mstep: Class 1 contains 50289 members 
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	Iteration 114Q: 3 clusters Score -5081849 nChanged 681
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Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 26337 members 
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	Iteration 115Q: 3 clusters Score -5081830 nChanged 598
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Mstep: Class 1 contains 51568 members 
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	Iteration 116Q: 3 clusters Score -5081780 nChanged 529
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Mstep: Class 1 contains 52097 members 
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	Iteration 117Q: 3 clusters Score -5081748 nChanged 557
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Mstep: Class 1 contains 52654 members 
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	Iteration 118Q: 3 clusters Score -5081690 nChanged 551
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Mstep: Class 1 contains 53205 members 
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	Iteration 119Q: 3 clusters Score -5081733 nChanged 615
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Mstep: Class 1 contains 53820 members 
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	Iteration 120F: 3 clusters Score -5081784 nChanged 681
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Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 22806 members 
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	Iteration 121Q: 3 clusters Score -5081748 nChanged 622
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Mstep: Class 1 contains 55123 members 
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	Iteration 122Q: 3 clusters Score -5081778 nChanged 600
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Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 21584 members 
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	Iteration 123Q: 3 clusters Score -5081782 nChanged 582
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Mstep: Class 1 contains 56305 members 
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	Iteration 124Q: 3 clusters Score -5081768 nChanged 500
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Mstep: Class 1 contains 56805 members 
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	Iteration 125Q: 3 clusters Score -5081729 nChanged 372
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Mstep: Class 1 contains 57177 members 
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	Iteration 126Q: 3 clusters Score -5081721 nChanged 369
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Mstep: Class 1 contains 57546 members 
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	Iteration 127Q: 3 clusters Score -5081733 nChanged 329
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Mstep: Class 1 contains 57875 members 
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	Iteration 128Q: 3 clusters Score -5081754 nChanged 307
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Mstep: Class 1 contains 58182 members 
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	Iteration 129Q: 3 clusters Score -5081746 nChanged 309
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Mstep: Class 1 contains 58491 members 
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	Iteration 130Q: 3 clusters Score -5081756 nChanged 323
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Mstep: Class 1 contains 58814 members 
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	Iteration 131Q: 3 clusters Score -5081800 nChanged 306
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Mstep: Class 1 contains 59120 members 
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	Iteration 132Q: 3 clusters Score -5081804 nChanged 275
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Mstep: Class 1 contains 59395 members 
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	Iteration 133Q: 3 clusters Score -5081768 nChanged 204
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Mstep: Class 1 contains 59599 members 
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	Iteration 134Q: 3 clusters Score -5081792 nChanged 202
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	Iteration 135Q: 3 clusters Score -5081792 nChanged 235
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Mstep: Class 1 contains 60036 members 
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	Iteration 136Q: 3 clusters Score -5081800 nChanged 180
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Mstep: Class 1 contains 60216 members 
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	Iteration 137Q: 3 clusters Score -5081806 nChanged 219
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Mstep: Class 1 contains 60435 members 
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	Iteration 138Q: 3 clusters Score -5081804 nChanged 265
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	Iteration 139Q: 3 clusters Score -5081804 nChanged 238
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Mstep: Class 1 contains 60938 members 
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	Iteration 140F: 3 clusters Score -5081787 nChanged 226
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Mstep: Class 1 contains 61164 members 
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	Iteration 141Q: 3 clusters Score -5081768 nChanged 165
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	Iteration 142Q: 3 clusters Score -5081757 nChanged 165
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Mstep: Class 1 contains 61494 members 
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	Iteration 143Q: 3 clusters Score -5081756 nChanged 147
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Mstep: Class 1 contains 61641 members 
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	Iteration 144Q: 3 clusters Score -5081765 nChanged 203
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	Iteration 145Q: 3 clusters Score -5081756 nChanged 145
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Mstep: Class 1 contains 61989 members 
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	Iteration 146Q: 3 clusters Score -5081739 nChanged 148
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	Iteration 147Q: 3 clusters Score -5081758 nChanged 151
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	Iteration 148Q: 3 clusters Score -5081748 nChanged 83
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Mstep: Class 1 contains 62371 members 
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	Iteration 149Q: 3 clusters Score -5081738 nChanged 111
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Mstep: Class 1 contains 62482 members 
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	Iteration 150Q: 3 clusters Score -5081738 nChanged 79
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Mstep: Class 1 contains 62561 members 
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	Iteration 151Q: 3 clusters Score -5081740 nChanged 70
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	Iteration 152Q: 3 clusters Score -5081736 nChanged 99
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Mstep: Class 1 contains 62730 members 
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	Iteration 153Q: 3 clusters Score -5081727 nChanged 56
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	Iteration 154Q: 3 clusters Score -5081720 nChanged 29
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	Iteration 155Q: 3 clusters Score -5081722 nChanged 38
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	Iteration 156Q: 3 clusters Score -5081707 nChanged 41
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	Iteration 157Q: 3 clusters Score -5081714 nChanged 25
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	Iteration 158Q: 3 clusters Score -5081720 nChanged 18
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	Iteration 159Q: 3 clusters Score -5081718 nChanged 17
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Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -5081705.500000 Penalty: 1024.254150
	Iteration 160F: 3 clusters Score -5081706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -5081699.500000 Penalty: 1024.254150
	Iteration 161Q: 3 clusters Score -5081700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62974 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -5081700.000000 Penalty: 1024.254150
	Iteration 162Q: 3 clusters Score -5081700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -5081700.000000 Penalty: 1024.254150
	Iteration 163Q: 3 clusters Score -5081700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -5081707.500000 Penalty: 1024.254150
	Iteration 164Q: 3 clusters Score -5081708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -5081707.500000 Penalty: 1024.254150
	Iteration 165Q: 3 clusters Score -5081708 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -5081700.500000 Penalty: 1024.254150
	Iteration 166Q: 3 clusters Score -5081700 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -5081713.000000 Penalty: 1024.254150
	Iteration 167Q: 3 clusters Score -5081713 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -5081697.500000 Penalty: 1024.254150
	Iteration 168Q: 3 clusters Score -5081698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -5081706.000000 Penalty: 1024.254150
	Iteration 169Q: 3 clusters Score -5081706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -5081719.000000 Penalty: 1024.254150
	Iteration 170Q: 3 clusters Score -5081719 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -5081721.000000 Penalty: 1024.254150
	Iteration 171Q: 3 clusters Score -5081721 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -5081698.500000 Penalty: 1024.254150
	Iteration 172Q: 3 clusters Score -5081698 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -5081691.000000 Penalty: 1024.254150
	Iteration 173Q: 3 clusters Score -5081691 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -5081667.500000 Penalty: 1024.254150
	Iteration 174Q: 3 clusters Score -5081668 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64096 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -5081692.000000 Penalty: 1024.254150
	Iteration 175Q: 3 clusters Score -5081692 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64236 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -5081700.000000 Penalty: 1024.254150
	Iteration 176Q: 3 clusters Score -5081700 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -5081678.500000 Penalty: 1024.254150
	Iteration 177Q: 3 clusters Score -5081678 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -5081677.500000 Penalty: 1024.254150
	Iteration 178Q: 3 clusters Score -5081678 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -5081667.000000 Penalty: 1024.254150
	Iteration 179Q: 3 clusters Score -5081667 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64810 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -5081670.500000 Penalty: 1024.254150
	Iteration 180F: 3 clusters Score -5081670 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -5081667.500000 Penalty: 1024.254150
	Iteration 181Q: 3 clusters Score -5081668 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -5081641.500000 Penalty: 1024.254150
	Iteration 182Q: 3 clusters Score -5081642 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -5081622.500000 Penalty: 1024.254150
	Iteration 183Q: 3 clusters Score -5081622 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65433 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -5081643.500000 Penalty: 1024.254150
	Iteration 184Q: 3 clusters Score -5081644 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -5081639.500000 Penalty: 1024.254150
	Iteration 185Q: 3 clusters Score -5081640 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65646 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -5081644.000000 Penalty: 1024.254150
	Iteration 186Q: 3 clusters Score -5081644 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -5081629.000000 Penalty: 1024.254150
	Iteration 187Q: 3 clusters Score -5081629 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65874 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -5081634.500000 Penalty: 1024.254150
	Iteration 188Q: 3 clusters Score -5081634 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -5081636.000000 Penalty: 1024.254150
	Iteration 189Q: 3 clusters Score -5081636 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -5081608.000000 Penalty: 1024.254150
	Iteration 190Q: 3 clusters Score -5081608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -5081611.500000 Penalty: 1024.254150
	Iteration 191Q: 3 clusters Score -5081612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66144 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -5081599.500000 Penalty: 1024.254150
	Iteration 192Q: 3 clusters Score -5081600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66168 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -5081612.500000 Penalty: 1024.254150
	Iteration 193Q: 3 clusters Score -5081612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -5081598.500000 Penalty: 1024.254150
	Iteration 194Q: 3 clusters Score -5081598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66257 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -5081601.500000 Penalty: 1024.254150
	Iteration 195Q: 3 clusters Score -5081602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -5081601.000000 Penalty: 1024.254150
	Iteration 196Q: 3 clusters Score -5081601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -5081609.500000 Penalty: 1024.254150
	Iteration 197Q: 3 clusters Score -5081610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -5081616.500000 Penalty: 1024.254150
	Iteration 198Q: 3 clusters Score -5081616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66367 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -5081603.000000 Penalty: 1024.254150
	Iteration 199Q: 3 clusters Score -5081603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66385 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -5081594.000000 Penalty: 1024.254150
	Iteration 200F: 3 clusters Score -5081594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66382 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -5081596.500000 Penalty: 1024.254150
	Iteration 201Q: 3 clusters Score -5081596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -5081591.500000 Penalty: 1024.254150
	Iteration 202Q: 3 clusters Score -5081592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66380 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -5081606.500000 Penalty: 1024.254150
	Iteration 203Q: 3 clusters Score -5081606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -5081594.500000 Penalty: 1024.254150
	Iteration 204Q: 3 clusters Score -5081594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66388 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -5081598.000000 Penalty: 1024.254150
	Iteration 205Q: 3 clusters Score -5081598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -5081598.000000 Penalty: 1024.254150
	Iteration 206Q: 3 clusters Score -5081598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66387 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -5081605.000000 Penalty: 1024.254150
	Iteration 207Q: 3 clusters Score -5081605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66388 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -5081598.500000 Penalty: 1024.254150
	Iteration 208Q: 3 clusters Score -5081598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66388 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -5081598.500000 Penalty: 1024.254150
	Iteration 209F: 3 clusters Score -5081598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -5321.030273 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -5321.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5091.714355 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -5091.714 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5194.279785 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -5194.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5229.794922 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -5229.795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5243.078125 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -5243.078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5259.372559 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -5259.373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5259.661133 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -5259.661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5259.661133 Penalty: 458.362671
	Iteration 6F: 3 clusters Score -5259.661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Entering Unmasked Estep 
Score: -947295.500000 Penalty: 434.925964
	Iteration 0F: 2 clusters Score -947295.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -937892.250000 Penalty: 869.851929
	Iteration 0F: 3 clusters Score -937892.2 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -941728.625000 Penalty: 869.851929
	Iteration 1F: 3 clusters Score -941728.6 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -942083.062500 Penalty: 869.851929
	Iteration 2F: 3 clusters Score -942083.1 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -942627.750000 Penalty: 869.851929
	Iteration 3F: 3 clusters Score -942627.8 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -943479.562500 Penalty: 869.851929
	Iteration 4F: 3 clusters Score -943479.6 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -944463.187500 Penalty: 869.851929
	Iteration 5F: 3 clusters Score -944463.2 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -945260.062500 Penalty: 869.851929
	Iteration 6F: 3 clusters Score -945260.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -945717.875000 Penalty: 869.851929
	Iteration 7Q: 3 clusters Score -945717.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -946059.312500 Penalty: 869.851929
	Iteration 8Q: 3 clusters Score -946059.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -946337.875000 Penalty: 869.851929
	Iteration 9Q: 3 clusters Score -946337.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -946522.312500 Penalty: 869.851929
	Iteration 10Q: 3 clusters Score -946522.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -946661.187500 Penalty: 869.851929
	Iteration 11Q: 3 clusters Score -946661.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -946738.437500 Penalty: 869.851929
	Iteration 12Q: 3 clusters Score -946738.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -946781.875000 Penalty: 869.851929
	Iteration 13Q: 3 clusters Score -946781.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -946799.937500 Penalty: 869.851929
	Iteration 14Q: 3 clusters Score -946799.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -946811.687500 Penalty: 869.851929
	Iteration 15Q: 3 clusters Score -946811.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -946816.437500 Penalty: 869.851929
	Iteration 16Q: 3 clusters Score -946816.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -946824.312500 Penalty: 869.851929
	Iteration 17Q: 3 clusters Score -946824.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -946824.562500 Penalty: 869.851929
	Iteration 18Q: 3 clusters Score -946824.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -946827.437500 Penalty: 869.851929
	Iteration 19Q: 3 clusters Score -946827.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -946826.875000 Penalty: 869.851929
	Iteration 20F: 3 clusters Score -946826.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -946826.687500 Penalty: 869.851929
	Iteration 21Q: 3 clusters Score -946826.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -946830.125000 Penalty: 869.851929
	Iteration 22Q: 3 clusters Score -946830.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -946832.250000 Penalty: 869.851929
	Iteration 23Q: 3 clusters Score -946832.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -946837.000000 Penalty: 869.851929
	Iteration 24Q: 3 clusters Score -946837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -946839.937500 Penalty: 869.851929
	Iteration 25Q: 3 clusters Score -946839.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -946840.500000 Penalty: 869.851929
	Iteration 26Q: 3 clusters Score -946840.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -946839.937500 Penalty: 869.851929
	Iteration 27Q: 3 clusters Score -946839.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -946840.687500 Penalty: 869.851929
	Iteration 28Q: 3 clusters Score -946840.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -946838.250000 Penalty: 869.851929
	Iteration 29Q: 3 clusters Score -946838.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -946839.375000 Penalty: 869.851929
	Iteration 30Q: 3 clusters Score -946839.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -946836.625000 Penalty: 869.851929
	Iteration 31Q: 3 clusters Score -946836.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -946842.000000 Penalty: 869.851929
	Iteration 32Q: 3 clusters Score -946842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -946840.312500 Penalty: 869.851929
	Iteration 33Q: 3 clusters Score -946840.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -946839.625000 Penalty: 869.851929
	Iteration 34Q: 3 clusters Score -946839.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -946839.500000 Penalty: 869.851929
	Iteration 35Q: 3 clusters Score -946839.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -946838.562500 Penalty: 869.851929
	Iteration 36Q: 3 clusters Score -946838.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -946839.937500 Penalty: 869.851929
	Iteration 37Q: 3 clusters Score -946839.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -946839.937500 Penalty: 869.851929
	Iteration 38F: 3 clusters Score -946839.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Entering Unmasked Estep 
Score: -1841476.625000 Penalty: 465.045319
	Iteration 0F: 2 clusters Score -1841477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1823169.500000 Penalty: 930.090637
	Iteration 0F: 3 clusters Score -1823170 nChanged 13145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1831194.625000 Penalty: 930.090637
	Iteration 1F: 3 clusters Score -1831195 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1831903.625000 Penalty: 930.090637
	Iteration 2Q: 3 clusters Score -1831904 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1833142.375000 Penalty: 930.090637
	Iteration 3F: 3 clusters Score -1833142 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1835187.250000 Penalty: 930.090637
	Iteration 4F: 3 clusters Score -1835187 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1837249.750000 Penalty: 930.090637
	Iteration 5F: 3 clusters Score -1837250 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1838353.125000 Penalty: 930.090637
	Iteration 6F: 3 clusters Score -1838353 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1838941.625000 Penalty: 930.090637
	Iteration 7Q: 3 clusters Score -1838942 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1839370.625000 Penalty: 930.090637
	Iteration 8Q: 3 clusters Score -1839371 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1839655.250000 Penalty: 930.090637
	Iteration 9Q: 3 clusters Score -1839655 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -1839913.500000 Penalty: 930.090637
	Iteration 10Q: 3 clusters Score -1839914 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -1840086.375000 Penalty: 930.090637
	Iteration 11Q: 3 clusters Score -1840086 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -1840193.375000 Penalty: 930.090637
	Iteration 12Q: 3 clusters Score -1840193 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -1840275.000000 Penalty: 930.090637
	Iteration 13Q: 3 clusters Score -1840275 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -1840330.375000 Penalty: 930.090637
	Iteration 14Q: 3 clusters Score -1840330 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1840351.875000 Penalty: 930.090637
	Iteration 15Q: 3 clusters Score -1840352 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -1840371.000000 Penalty: 930.090637
	Iteration 16Q: 3 clusters Score -1840371 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -1840386.375000 Penalty: 930.090637
	Iteration 17Q: 3 clusters Score -1840386 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -1840393.750000 Penalty: 930.090637
	Iteration 18Q: 3 clusters Score -1840394 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -1840410.750000 Penalty: 930.090637
	Iteration 19Q: 3 clusters Score -1840411 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -1840411.875000 Penalty: 930.090637
	Iteration 20F: 3 clusters Score -1840412 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -1840422.750000 Penalty: 930.090637
	Iteration 21Q: 3 clusters Score -1840423 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -1840431.750000 Penalty: 930.090637
	Iteration 22Q: 3 clusters Score -1840432 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -1840426.375000 Penalty: 930.090637
	Iteration 23Q: 3 clusters Score -1840426 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -1840442.000000 Penalty: 930.090637
	Iteration 24Q: 3 clusters Score -1840442 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -1840454.375000 Penalty: 930.090637
	Iteration 25Q: 3 clusters Score -1840454 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -1840467.500000 Penalty: 930.090637
	Iteration 26Q: 3 clusters Score -1840468 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -1840484.250000 Penalty: 930.090637
	Iteration 27Q: 3 clusters Score -1840484 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -1840505.250000 Penalty: 930.090637
	Iteration 28Q: 3 clusters Score -1840505 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -1840516.000000 Penalty: 930.090637
	Iteration 29Q: 3 clusters Score -1840516 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -1840530.625000 Penalty: 930.090637
	Iteration 30Q: 3 clusters Score -1840531 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -1840555.500000 Penalty: 930.090637
	Iteration 31Q: 3 clusters Score -1840556 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -1840553.125000 Penalty: 930.090637
	Iteration 32Q: 3 clusters Score -1840553 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -1840578.500000 Penalty: 930.090637
	Iteration 33Q: 3 clusters Score -1840578 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -1840602.875000 Penalty: 930.090637
	Iteration 34Q: 3 clusters Score -1840603 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -1840628.125000 Penalty: 930.090637
	Iteration 35Q: 3 clusters Score -1840628 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -1840646.500000 Penalty: 930.090637
	Iteration 36Q: 3 clusters Score -1840646 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -1840670.125000 Penalty: 930.090637
	Iteration 37Q: 3 clusters Score -1840670 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -1840679.500000 Penalty: 930.090637
	Iteration 38Q: 3 clusters Score -1840680 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -1840694.125000 Penalty: 930.090637
	Iteration 39Q: 3 clusters Score -1840694 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -1840711.500000 Penalty: 930.090637
	Iteration 40F: 3 clusters Score -1840712 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -1840719.250000 Penalty: 930.090637
	Iteration 41Q: 3 clusters Score -1840719 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -1840736.125000 Penalty: 930.090637
	Iteration 42Q: 3 clusters Score -1840736 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -1840744.375000 Penalty: 930.090637
	Iteration 43Q: 3 clusters Score -1840744 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -1840763.875000 Penalty: 930.090637
	Iteration 44Q: 3 clusters Score -1840764 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -1840780.250000 Penalty: 930.090637
	Iteration 45Q: 3 clusters Score -1840780 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -1840792.250000 Penalty: 930.090637
	Iteration 46Q: 3 clusters Score -1840792 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -1840814.250000 Penalty: 930.090637
	Iteration 47Q: 3 clusters Score -1840814 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -1840826.000000 Penalty: 930.090637
	Iteration 48Q: 3 clusters Score -1840826 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -1840836.750000 Penalty: 930.090637
	Iteration 49Q: 3 clusters Score -1840837 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -1840848.875000 Penalty: 930.090637
	Iteration 50Q: 3 clusters Score -1840849 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -1840858.250000 Penalty: 930.090637
	Iteration 51Q: 3 clusters Score -1840858 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -1840858.375000 Penalty: 930.090637
	Iteration 52Q: 3 clusters Score -1840858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -1840862.750000 Penalty: 930.090637
	Iteration 53Q: 3 clusters Score -1840863 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -1840871.000000 Penalty: 930.090637
	Iteration 54Q: 3 clusters Score -1840871 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -1840876.375000 Penalty: 930.090637
	Iteration 55Q: 3 clusters Score -1840876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -1840881.125000 Penalty: 930.090637
	Iteration 56Q: 3 clusters Score -1840881 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -1840888.250000 Penalty: 930.090637
	Iteration 57Q: 3 clusters Score -1840888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -1840903.500000 Penalty: 930.090637
	Iteration 58Q: 3 clusters Score -1840904 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -1840910.125000 Penalty: 930.090637
	Iteration 59Q: 3 clusters Score -1840910 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -1840918.375000 Penalty: 930.090637
	Iteration 60F: 3 clusters Score -1840918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -1840927.125000 Penalty: 930.090637
	Iteration 61Q: 3 clusters Score -1840927 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -1840933.750000 Penalty: 930.090637
	Iteration 62Q: 3 clusters Score -1840934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -1840940.625000 Penalty: 930.090637
	Iteration 63Q: 3 clusters Score -1840941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -1840936.500000 Penalty: 930.090637
	Iteration 64Q: 3 clusters Score -1840936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -1840942.625000 Penalty: 930.090637
	Iteration 65Q: 3 clusters Score -1840943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -1840945.500000 Penalty: 930.090637
	Iteration 66Q: 3 clusters Score -1840946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -1840950.875000 Penalty: 930.090637
	Iteration 67Q: 3 clusters Score -1840951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -1840951.500000 Penalty: 930.090637
	Iteration 68Q: 3 clusters Score -1840952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -1840956.000000 Penalty: 930.090637
	Iteration 69Q: 3 clusters Score -1840956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -1840957.500000 Penalty: 930.090637
	Iteration 70Q: 3 clusters Score -1840958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -1840962.375000 Penalty: 930.090637
	Iteration 71Q: 3 clusters Score -1840962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -1840970.375000 Penalty: 930.090637
	Iteration 72Q: 3 clusters Score -1840970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -1840971.375000 Penalty: 930.090637
	Iteration 73Q: 3 clusters Score -1840971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -1840971.625000 Penalty: 930.090637
	Iteration 74Q: 3 clusters Score -1840972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -1840968.250000 Penalty: 930.090637
	Iteration 75Q: 3 clusters Score -1840968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -1840969.500000 Penalty: 930.090637
	Iteration 76Q: 3 clusters Score -1840970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -1840972.125000 Penalty: 930.090637
	Iteration 77Q: 3 clusters Score -1840972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -1840972.375000 Penalty: 930.090637
	Iteration 78Q: 3 clusters Score -1840972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -1840971.750000 Penalty: 930.090637
	Iteration 79Q: 3 clusters Score -1840972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -1840971.000000 Penalty: 930.090637
	Iteration 80F: 3 clusters Score -1840971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -1840970.375000 Penalty: 930.090637
	Iteration 81Q: 3 clusters Score -1840970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -1840971.125000 Penalty: 930.090637
	Iteration 82Q: 3 clusters Score -1840971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -1840970.500000 Penalty: 930.090637
	Iteration 83Q: 3 clusters Score -1840970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -1840973.375000 Penalty: 930.090637
	Iteration 84Q: 3 clusters Score -1840973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -1840973.375000 Penalty: 930.090637
	Iteration 85F: 3 clusters Score -1840973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -18114.656250 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -18114.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17755.039062 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -17755.04 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17852.822266 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -17852.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17878.660156 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -17878.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17901.330078 Penalty: 527.992737
	Iteration 3Q: 3 clusters Score -17901.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17909.798828 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -17909.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17916.435547 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -17916.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17922.876953 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -17922.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17929.236328 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -17929.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17941.843750 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -17941.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17961.566406 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -17961.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17977.029297 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -17977.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17990.394531 Penalty: 527.992737
	Iteration 11Q: 3 clusters Score -17990.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17994.931641 Penalty: 527.992737
	Iteration 12Q: 3 clusters Score -17994.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17997.792969 Penalty: 527.992737
	Iteration 13Q: 3 clusters Score -17997.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17998.261719 Penalty: 527.992737
	Iteration 14Q: 3 clusters Score -17998.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17998.261719 Penalty: 527.992737
	Iteration 15F: 3 clusters Score -17998.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -12975.203125 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -12975.2 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 124 members 
Entering Unmasked Estep 
Score: -12680.934570 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -12680.93 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12780.135742 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -12780.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12843.056641 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -12843.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12876.467773 Penalty: 500.614502
	Iteration 3F: 3 clusters Score -12876.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12896.287109 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -12896.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12917.246094 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -12917.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12930.253906 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -12930.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12938.823242 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -12938.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12954.374023 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -12954.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12962.737305 Penalty: 500.614502
	Iteration 9Q: 3 clusters Score -12962.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12967.578125 Penalty: 500.614502
	Iteration 10Q: 3 clusters Score -12967.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12968.436523 Penalty: 500.614502
	Iteration 11Q: 3 clusters Score -12968.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12968.436523 Penalty: 500.614502
	Iteration 12F: 3 clusters Score -12968.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (81961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Entering Unmasked Estep 
Score: -5416088.500000 Penalty: 514.786987
	Iteration 0F: 2 clusters Score -5416088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -5362380.000000 Penalty: 1029.573975
	Iteration 0F: 3 clusters Score -5362380 nChanged 40253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -5387769.000000 Penalty: 1029.573975
	Iteration 1F: 3 clusters Score -5387769 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -5390293.500000 Penalty: 1029.573975
	Iteration 2F: 3 clusters Score -5390294 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -5394409.000000 Penalty: 1029.573975
	Iteration 3F: 3 clusters Score -5394409 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -5400028.500000 Penalty: 1029.573975
	Iteration 4F: 3 clusters Score -5400028 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 71087 members 
Entering Unmasked Estep 
Score: -5405830.500000 Penalty: 1029.573975
	Iteration 5F: 3 clusters Score -5405830 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 75636 members 
Entering Unmasked Estep 
Score: -5410394.000000 Penalty: 1029.573975
	Iteration 6F: 3 clusters Score -5410394 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 78503 members 
Entering Unmasked Estep 
Score: -5413345.000000 Penalty: 1029.573975
	Iteration 7Q: 3 clusters Score -5413345 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 80174 members 
Entering Unmasked Estep 
Score: -5414684.500000 Penalty: 1029.573975
	Iteration 8Q: 3 clusters Score -5414684 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 81088 members 
Entering Unmasked Estep 
Score: -5415259.000000 Penalty: 1029.573975
	Iteration 9Q: 3 clusters Score -5415259 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 81518 members 
Entering Unmasked Estep 
Score: -5415470.000000 Penalty: 1029.573975
	Iteration 10Q: 3 clusters Score -5415470 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 81717 members 
Entering Unmasked Estep 
Score: -5415561.000000 Penalty: 1029.573975
	Iteration 11Q: 3 clusters Score -5415561 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 81811 members 
Entering Unmasked Estep 
Score: -5415627.500000 Penalty: 1029.573975
	Iteration 12Q: 3 clusters Score -5415628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 81848 members 
Entering Unmasked Estep 
Score: -5415657.500000 Penalty: 1029.573975
	Iteration 13Q: 3 clusters Score -5415658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 81866 members 
Entering Unmasked Estep 
Score: -5415670.500000 Penalty: 1029.573975
	Iteration 14Q: 3 clusters Score -5415670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 81870 members 
Entering Unmasked Estep 
Score: -5415670.000000 Penalty: 1029.573975
	Iteration 15Q: 3 clusters Score -5415670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 81871 members 
Entering Unmasked Estep 
Score: -5415670.000000 Penalty: 1029.573975
	Iteration 16Q: 3 clusters Score -5415670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 81872 members 
Entering Unmasked Estep 
Score: -5415672.500000 Penalty: 1029.573975
	Iteration 17Q: 3 clusters Score -5415672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 81873 members 
Entering Unmasked Estep 
Score: -5415676.000000 Penalty: 1029.573975
	Iteration 18Q: 3 clusters Score -5415676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 81872 members 
Entering Unmasked Estep 
Score: -5415678.000000 Penalty: 1029.573975
	Iteration 19Q: 3 clusters Score -5415678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 81871 members 
Entering Unmasked Estep 
Score: -5415679.500000 Penalty: 1029.573975
	Iteration 20F: 3 clusters Score -5415680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Entering Unmasked Estep 
Score: -1734761.125000 Penalty: 463.132202
	Iteration 0F: 2 clusters Score -1734761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1717191.250000 Penalty: 926.264404
	Iteration 0F: 3 clusters Score -1717191 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1724670.375000 Penalty: 926.264404
	Iteration 1F: 3 clusters Score -1724670 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1725150.625000 Penalty: 926.264404
	Iteration 2Q: 3 clusters Score -1725151 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1725899.625000 Penalty: 926.264404
	Iteration 3F: 3 clusters Score -1725900 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -1727020.000000 Penalty: 926.264404
	Iteration 4F: 3 clusters Score -1727020 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -1728533.750000 Penalty: 926.264404
	Iteration 5F: 3 clusters Score -1728534 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -1730248.250000 Penalty: 926.264404
	Iteration 6F: 3 clusters Score -1730248 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -1731577.625000 Penalty: 926.264404
	Iteration 7Q: 3 clusters Score -1731578 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -1732321.375000 Penalty: 926.264404
	Iteration 8Q: 3 clusters Score -1732321 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -1732753.500000 Penalty: 926.264404
	Iteration 9Q: 3 clusters Score -1732754 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -1733104.750000 Penalty: 926.264404
	Iteration 10Q: 3 clusters Score -1733105 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -1733411.625000 Penalty: 926.264404
	Iteration 11Q: 3 clusters Score -1733412 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -1733602.250000 Penalty: 926.264404
	Iteration 12Q: 3 clusters Score -1733602 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -1733738.500000 Penalty: 926.264404
	Iteration 13Q: 3 clusters Score -1733738 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -1733837.375000 Penalty: 926.264404
	Iteration 14Q: 3 clusters Score -1733837 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -1733930.125000 Penalty: 926.264404
	Iteration 15Q: 3 clusters Score -1733930 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -1733995.625000 Penalty: 926.264404
	Iteration 16Q: 3 clusters Score -1733996 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -1734067.250000 Penalty: 926.264404
	Iteration 17Q: 3 clusters Score -1734067 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -1734140.000000 Penalty: 926.264404
	Iteration 18Q: 3 clusters Score -1734140 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -1734200.125000 Penalty: 926.264404
	Iteration 19Q: 3 clusters Score -1734200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -1734227.750000 Penalty: 926.264404
	Iteration 20F: 3 clusters Score -1734228 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -1734245.875000 Penalty: 926.264404
	Iteration 21Q: 3 clusters Score -1734246 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -1734271.875000 Penalty: 926.264404
	Iteration 22Q: 3 clusters Score -1734272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -1734295.250000 Penalty: 926.264404
	Iteration 23Q: 3 clusters Score -1734295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -1734311.125000 Penalty: 926.264404
	Iteration 24Q: 3 clusters Score -1734311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -1734319.250000 Penalty: 926.264404
	Iteration 25Q: 3 clusters Score -1734319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -1734323.125000 Penalty: 926.264404
	Iteration 26Q: 3 clusters Score -1734323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -1734327.625000 Penalty: 926.264404
	Iteration 27Q: 3 clusters Score -1734328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -1734327.875000 Penalty: 926.264404
	Iteration 28Q: 3 clusters Score -1734328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -1734330.500000 Penalty: 926.264404
	Iteration 29Q: 3 clusters Score -1734330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -1734335.625000 Penalty: 926.264404
	Iteration 30Q: 3 clusters Score -1734336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -1734338.125000 Penalty: 926.264404
	Iteration 31Q: 3 clusters Score -1734338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -1734337.875000 Penalty: 926.264404
	Iteration 32Q: 3 clusters Score -1734338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -1734340.125000 Penalty: 926.264404
	Iteration 33Q: 3 clusters Score -1734340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -1734343.500000 Penalty: 926.264404
	Iteration 34Q: 3 clusters Score -1734344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -1734344.750000 Penalty: 926.264404
	Iteration 35Q: 3 clusters Score -1734345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -1734346.500000 Penalty: 926.264404
	Iteration 36Q: 3 clusters Score -1734346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -1734346.500000 Penalty: 926.264404
	Iteration 37F: 3 clusters Score -1734346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -35784.003906 Penalty: 285.672729
	Iteration 0F: 2 clusters Score -35784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -35259.441406 Penalty: 571.345459
	Iteration 0F: 3 clusters Score -35259.44 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35383.828125 Penalty: 571.345459
	Iteration 1F: 3 clusters Score -35383.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -35406.031250 Penalty: 571.345459
	Iteration 2F: 3 clusters Score -35406.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -35421.457031 Penalty: 571.345459
	Iteration 3Q: 3 clusters Score -35421.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -35434.007812 Penalty: 571.345459
	Iteration 4Q: 3 clusters Score -35434.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35443.558594 Penalty: 571.345459
	Iteration 5Q: 3 clusters Score -35443.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35450.589844 Penalty: 571.345459
	Iteration 6Q: 3 clusters Score -35450.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -35453.425781 Penalty: 571.345459
	Iteration 7Q: 3 clusters Score -35453.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35455.414062 Penalty: 571.345459
	Iteration 8Q: 3 clusters Score -35455.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35456.281250 Penalty: 571.345459
	Iteration 9Q: 3 clusters Score -35456.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35456.457031 Penalty: 571.345459
	Iteration 10Q: 3 clusters Score -35456.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35456.457031 Penalty: 571.345459
	Iteration 11F: 3 clusters Score -35456.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -8942.464844 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -8942.465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8702.971680 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8702.972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8750.140625 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -8750.141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8768.541992 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -8768.542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8781.544922 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -8781.545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8786.192383 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -8786.192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8787.904297 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -8787.904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8789.646484 Penalty: 461.270294
	Iteration 6Q: 3 clusters Score -8789.646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8790.768555 Penalty: 461.270294
	Iteration 7Q: 3 clusters Score -8790.769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8790.768555 Penalty: 461.270294
	Iteration 8F: 3 clusters Score -8790.769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Entering Unmasked Estep 
Score: -360627.593750 Penalty: 392.411652
	Iteration 0F: 2 clusters Score -360627.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -356842.125000 Penalty: 784.823303
	Iteration 0F: 3 clusters Score -356842.1 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -358235.781250 Penalty: 784.823303
	Iteration 1F: 3 clusters Score -358235.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -358376.250000 Penalty: 784.823303
	Iteration 2F: 3 clusters Score -358376.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -358541.812500 Penalty: 784.823303
	Iteration 3F: 3 clusters Score -358541.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -358709.218750 Penalty: 784.823303
	Iteration 4F: 3 clusters Score -358709.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -358889.687500 Penalty: 784.823303
	Iteration 5F: 3 clusters Score -358889.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -359093.968750 Penalty: 784.823303
	Iteration 6F: 3 clusters Score -359094 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -359326.718750 Penalty: 784.823303
	Iteration 7Q: 3 clusters Score -359326.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -359557.343750 Penalty: 784.823303
	Iteration 8Q: 3 clusters Score -359557.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -359736.562500 Penalty: 784.823303
	Iteration 9Q: 3 clusters Score -359736.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -359864.593750 Penalty: 784.823303
	Iteration 10Q: 3 clusters Score -359864.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -359970.125000 Penalty: 784.823303
	Iteration 11Q: 3 clusters Score -359970.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -360058.687500 Penalty: 784.823303
	Iteration 12Q: 3 clusters Score -360058.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -360107.406250 Penalty: 784.823303
	Iteration 13Q: 3 clusters Score -360107.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -360147.531250 Penalty: 784.823303
	Iteration 14Q: 3 clusters Score -360147.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -360189.156250 Penalty: 784.823303
	Iteration 15Q: 3 clusters Score -360189.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -360216.593750 Penalty: 784.823303
	Iteration 16Q: 3 clusters Score -360216.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -360232.375000 Penalty: 784.823303
	Iteration 17Q: 3 clusters Score -360232.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -360240.156250 Penalty: 784.823303
	Iteration 18Q: 3 clusters Score -360240.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -360246.906250 Penalty: 784.823303
	Iteration 19Q: 3 clusters Score -360246.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -360257.625000 Penalty: 784.823303
	Iteration 20F: 3 clusters Score -360257.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -360263.281250 Penalty: 784.823303
	Iteration 21Q: 3 clusters Score -360263.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -360268.250000 Penalty: 784.823303
	Iteration 22Q: 3 clusters Score -360268.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -360275.156250 Penalty: 784.823303
	Iteration 23Q: 3 clusters Score -360275.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -360277.437500 Penalty: 784.823303
	Iteration 24Q: 3 clusters Score -360277.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -360278.281250 Penalty: 784.823303
	Iteration 25Q: 3 clusters Score -360278.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -360280.343750 Penalty: 784.823303
	Iteration 26Q: 3 clusters Score -360280.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -360281.062500 Penalty: 784.823303
	Iteration 27Q: 3 clusters Score -360281.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -360284.593750 Penalty: 784.823303
	Iteration 28Q: 3 clusters Score -360284.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -360287.437500 Penalty: 784.823303
	Iteration 29Q: 3 clusters Score -360287.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -360289.656250 Penalty: 784.823303
	Iteration 30Q: 3 clusters Score -360289.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -360290.687500 Penalty: 784.823303
	Iteration 31Q: 3 clusters Score -360290.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -360291.625000 Penalty: 784.823303
	Iteration 32Q: 3 clusters Score -360291.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -360292.375000 Penalty: 784.823303
	Iteration 33Q: 3 clusters Score -360292.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -360292.312500 Penalty: 784.823303
	Iteration 34Q: 3 clusters Score -360292.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -360292.312500 Penalty: 784.823303
	Iteration 35F: 3 clusters Score -360292.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Entering Unmasked Estep 
Score: -668464.125000 Penalty: 418.225464
	Iteration 0F: 2 clusters Score -668464.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -662076.937500 Penalty: 836.450928
	Iteration 0F: 3 clusters Score -662076.9 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -665009.437500 Penalty: 836.450928
	Iteration 1F: 3 clusters Score -665009.4 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -665794.812500 Penalty: 836.450928
	Iteration 2F: 3 clusters Score -665794.8 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -666799.875000 Penalty: 836.450928
	Iteration 3F: 3 clusters Score -666799.9 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -667421.812500 Penalty: 836.450928
	Iteration 4F: 3 clusters Score -667421.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -667610.125000 Penalty: 836.450928
	Iteration 5Q: 3 clusters Score -667610.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -667716.687500 Penalty: 836.450928
	Iteration 6Q: 3 clusters Score -667716.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -667787.312500 Penalty: 836.450928
	Iteration 7Q: 3 clusters Score -667787.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -667762.937500 Penalty: 836.450928
	Iteration 8Q: 3 clusters Score -667762.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -667704.375000 Penalty: 836.450928
	Iteration 9Q: 3 clusters Score -667704.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -667728.500000 Penalty: 836.450928
	Iteration 10Q: 3 clusters Score -667728.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -667763.000000 Penalty: 836.450928
	Iteration 11Q: 3 clusters Score -667763 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -667829.687500 Penalty: 836.450928
	Iteration 12Q: 3 clusters Score -667829.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -667845.687500 Penalty: 836.450928
	Iteration 13Q: 3 clusters Score -667845.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -667867.875000 Penalty: 836.450928
	Iteration 14Q: 3 clusters Score -667867.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -667853.375000 Penalty: 836.450928
	Iteration 15Q: 3 clusters Score -667853.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -667853.875000 Penalty: 836.450928
	Iteration 16Q: 3 clusters Score -667853.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -667856.375000 Penalty: 836.450928
	Iteration 17Q: 3 clusters Score -667856.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -667853.062500 Penalty: 836.450928
	Iteration 18Q: 3 clusters Score -667853.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -667873.875000 Penalty: 836.450928
	Iteration 19Q: 3 clusters Score -667873.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -667882.750000 Penalty: 836.450928
	Iteration 20F: 3 clusters Score -667882.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -667896.750000 Penalty: 836.450928
	Iteration 21Q: 3 clusters Score -667896.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -667875.312500 Penalty: 836.450928
	Iteration 22Q: 3 clusters Score -667875.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -667887.437500 Penalty: 836.450928
	Iteration 23Q: 3 clusters Score -667887.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -667880.375000 Penalty: 836.450928
	Iteration 24Q: 3 clusters Score -667880.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -667891.500000 Penalty: 836.450928
	Iteration 25Q: 3 clusters Score -667891.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -667886.812500 Penalty: 836.450928
	Iteration 26Q: 3 clusters Score -667886.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -667864.937500 Penalty: 836.450928
	Iteration 27Q: 3 clusters Score -667864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -667868.687500 Penalty: 836.450928
	Iteration 28Q: 3 clusters Score -667868.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -667880.937500 Penalty: 836.450928
	Iteration 29Q: 3 clusters Score -667880.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -667865.937500 Penalty: 836.450928
	Iteration 30Q: 3 clusters Score -667865.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -667869.375000 Penalty: 836.450928
	Iteration 31Q: 3 clusters Score -667869.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -667870.625000 Penalty: 836.450928
	Iteration 32Q: 3 clusters Score -667870.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -667866.000000 Penalty: 836.450928
	Iteration 33Q: 3 clusters Score -667866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -667860.937500 Penalty: 836.450928
	Iteration 34Q: 3 clusters Score -667860.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -667867.750000 Penalty: 836.450928
	Iteration 35Q: 3 clusters Score -667867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -667869.062500 Penalty: 836.450928
	Iteration 36Q: 3 clusters Score -667869.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -667855.437500 Penalty: 836.450928
	Iteration 37Q: 3 clusters Score -667855.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -667852.250000 Penalty: 836.450928
	Iteration 38Q: 3 clusters Score -667852.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -667845.875000 Penalty: 836.450928
	Iteration 39Q: 3 clusters Score -667845.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -667847.625000 Penalty: 836.450928
	Iteration 40F: 3 clusters Score -667847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -667852.375000 Penalty: 836.450928
	Iteration 41Q: 3 clusters Score -667852.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -667849.812500 Penalty: 836.450928
	Iteration 42Q: 3 clusters Score -667849.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -667853.312500 Penalty: 836.450928
	Iteration 43Q: 3 clusters Score -667853.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -667843.875000 Penalty: 836.450928
	Iteration 44Q: 3 clusters Score -667843.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -667851.312500 Penalty: 836.450928
	Iteration 45Q: 3 clusters Score -667851.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -667849.062500 Penalty: 836.450928
	Iteration 46Q: 3 clusters Score -667849.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -667848.562500 Penalty: 836.450928
	Iteration 47Q: 3 clusters Score -667848.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -667859.500000 Penalty: 836.450928
	Iteration 48Q: 3 clusters Score -667859.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -667863.125000 Penalty: 836.450928
	Iteration 49Q: 3 clusters Score -667863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -667857.937500 Penalty: 836.450928
	Iteration 50Q: 3 clusters Score -667857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -667848.875000 Penalty: 836.450928
	Iteration 51Q: 3 clusters Score -667848.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -667858.375000 Penalty: 836.450928
	Iteration 52Q: 3 clusters Score -667858.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -667852.500000 Penalty: 836.450928
	Iteration 53Q: 3 clusters Score -667852.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -667852.437500 Penalty: 836.450928
	Iteration 54Q: 3 clusters Score -667852.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -667862.062500 Penalty: 836.450928
	Iteration 55Q: 3 clusters Score -667862.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -667852.750000 Penalty: 836.450928
	Iteration 56Q: 3 clusters Score -667852.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -667852.750000 Penalty: 836.450928
	Iteration 57F: 3 clusters Score -667852.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (90053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90053 members 
Entering Unmasked Estep 
Score: -5905496.000000 Penalty: 519.070984
	Iteration 0F: 2 clusters Score -5905496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -5846092.500000 Penalty: 1038.141968
	Iteration 0F: 3 clusters Score -5846092 nChanged 44070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -5872819.000000 Penalty: 1038.141968
	Iteration 1F: 3 clusters Score -5872819 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -5874950.000000 Penalty: 1038.141968
	Iteration 2F: 3 clusters Score -5874950 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -5878762.500000 Penalty: 1038.141968
	Iteration 3F: 3 clusters Score -5878762 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 67341 members 
Entering Unmasked Estep 
Score: -5884678.500000 Penalty: 1038.141968
	Iteration 4F: 3 clusters Score -5884678 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 74615 members 
Entering Unmasked Estep 
Score: -5891564.500000 Penalty: 1038.141968
	Iteration 5F: 3 clusters Score -5891564 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 80417 members 
Entering Unmasked Estep 
Score: -5897917.500000 Penalty: 1038.141968
	Iteration 6F: 3 clusters Score -5897918 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 83886 members 
Entering Unmasked Estep 
Score: -5901857.500000 Penalty: 1038.141968
	Iteration 7Q: 3 clusters Score -5901858 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 85474 members 
Entering Unmasked Estep 
Score: -5903756.000000 Penalty: 1038.141968
	Iteration 8Q: 3 clusters Score -5903756 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 86244 members 
Entering Unmasked Estep 
Score: -5904543.000000 Penalty: 1038.141968
	Iteration 9Q: 3 clusters Score -5904543 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 86717 members 
Entering Unmasked Estep 
Score: -5904867.000000 Penalty: 1038.141968
	Iteration 10Q: 3 clusters Score -5904867 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 87046 members 
Entering Unmasked Estep 
Score: -5905010.500000 Penalty: 1038.141968
	Iteration 11Q: 3 clusters Score -5905010 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 87320 members 
Entering Unmasked Estep 
Score: -5905155.500000 Penalty: 1038.141968
	Iteration 12Q: 3 clusters Score -5905156 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 87537 members 
Entering Unmasked Estep 
Score: -5905262.000000 Penalty: 1038.141968
	Iteration 13Q: 3 clusters Score -5905262 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 87711 members 
Entering Unmasked Estep 
Score: -5905327.000000 Penalty: 1038.141968
	Iteration 14Q: 3 clusters Score -5905327 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 87862 members 
Entering Unmasked Estep 
Score: -5905367.000000 Penalty: 1038.141968
	Iteration 15Q: 3 clusters Score -5905367 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 87985 members 
Entering Unmasked Estep 
Score: -5905397.000000 Penalty: 1038.141968
	Iteration 16Q: 3 clusters Score -5905397 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 88095 members 
Entering Unmasked Estep 
Score: -5905422.500000 Penalty: 1038.141968
	Iteration 17Q: 3 clusters Score -5905422 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 88195 members 
Entering Unmasked Estep 
Score: -5905453.500000 Penalty: 1038.141968
	Iteration 18Q: 3 clusters Score -5905454 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 88290 members 
Entering Unmasked Estep 
Score: -5905482.500000 Penalty: 1038.141968
	Iteration 19Q: 3 clusters Score -5905482 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 88361 members 
Entering Unmasked Estep 
Score: -5905479.500000 Penalty: 1038.141968
	Iteration 20F: 3 clusters Score -5905480 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 88412 members 
Entering Unmasked Estep 
Score: -5905483.500000 Penalty: 1038.141968
	Iteration 21Q: 3 clusters Score -5905484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 88470 members 
Entering Unmasked Estep 
Score: -5905494.500000 Penalty: 1038.141968
	Iteration 22Q: 3 clusters Score -5905494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 88514 members 
Entering Unmasked Estep 
Score: -5905500.000000 Penalty: 1038.141968
	Iteration 23Q: 3 clusters Score -5905500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 88552 members 
Entering Unmasked Estep 
Score: -5905505.000000 Penalty: 1038.141968
	Iteration 24Q: 3 clusters Score -5905505 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -5905510.000000 Penalty: 1038.141968
	Iteration 25Q: 3 clusters Score -5905510 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 88637 members 
Entering Unmasked Estep 
Score: -5905508.500000 Penalty: 1038.141968
	Iteration 26Q: 3 clusters Score -5905508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -5905511.500000 Penalty: 1038.141968
	Iteration 27Q: 3 clusters Score -5905512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 88716 members 
Entering Unmasked Estep 
Score: -5905517.000000 Penalty: 1038.141968
	Iteration 28Q: 3 clusters Score -5905517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 88744 members 
Entering Unmasked Estep 
Score: -5905515.000000 Penalty: 1038.141968
	Iteration 29Q: 3 clusters Score -5905515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 88764 members 
Entering Unmasked Estep 
Score: -5905531.500000 Penalty: 1038.141968
	Iteration 30Q: 3 clusters Score -5905532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 88784 members 
Entering Unmasked Estep 
Score: -5905528.500000 Penalty: 1038.141968
	Iteration 31Q: 3 clusters Score -5905528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 88793 members 
Entering Unmasked Estep 
Score: -5905523.000000 Penalty: 1038.141968
	Iteration 32Q: 3 clusters Score -5905523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 88799 members 
Entering Unmasked Estep 
Score: -5905524.000000 Penalty: 1038.141968
	Iteration 33Q: 3 clusters Score -5905524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 88800 members 
Entering Unmasked Estep 
Score: -5905526.000000 Penalty: 1038.141968
	Iteration 34Q: 3 clusters Score -5905526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 88804 members 
Entering Unmasked Estep 
Score: -5905519.500000 Penalty: 1038.141968
	Iteration 35Q: 3 clusters Score -5905520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 88805 members 
Entering Unmasked Estep 
Score: -5905518.000000 Penalty: 1038.141968
	Iteration 36Q: 3 clusters Score -5905518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 88808 members 
Entering Unmasked Estep 
Score: -5905512.000000 Penalty: 1038.141968
	Iteration 37Q: 3 clusters Score -5905512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 88809 members 
Entering Unmasked Estep 
Score: -5905516.000000 Penalty: 1038.141968
	Iteration 38Q: 3 clusters Score -5905516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -5905513.500000 Penalty: 1038.141968
	Iteration 39Q: 3 clusters Score -5905514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 88817 members 
Entering Unmasked Estep 
Score: -5905512.000000 Penalty: 1038.141968
	Iteration 40F: 3 clusters Score -5905512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 88820 members 
Entering Unmasked Estep 
Score: -5905510.000000 Penalty: 1038.141968
	Iteration 41Q: 3 clusters Score -5905510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 88824 members 
Entering Unmasked Estep 
Score: -5905510.500000 Penalty: 1038.141968
	Iteration 42Q: 3 clusters Score -5905510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 88828 members 
Entering Unmasked Estep 
Score: -5905512.500000 Penalty: 1038.141968
	Iteration 43Q: 3 clusters Score -5905512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 88829 members 
Entering Unmasked Estep 
Score: -5905508.500000 Penalty: 1038.141968
	Iteration 44Q: 3 clusters Score -5905508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 88836 members 
Entering Unmasked Estep 
Score: -5905505.500000 Penalty: 1038.141968
	Iteration 45Q: 3 clusters Score -5905506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 88841 members 
Entering Unmasked Estep 
Score: -5905511.500000 Penalty: 1038.141968
	Iteration 46Q: 3 clusters Score -5905512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 88846 members 
Entering Unmasked Estep 
Score: -5905505.500000 Penalty: 1038.141968
	Iteration 47Q: 3 clusters Score -5905506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -5905513.500000 Penalty: 1038.141968
	Iteration 48Q: 3 clusters Score -5905514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 88854 members 
Entering Unmasked Estep 
Score: -5905510.500000 Penalty: 1038.141968
	Iteration 49Q: 3 clusters Score -5905510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 88859 members 
Entering Unmasked Estep 
Score: -5905514.000000 Penalty: 1038.141968
	Iteration 50Q: 3 clusters Score -5905514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 88867 members 
Entering Unmasked Estep 
Score: -5905514.500000 Penalty: 1038.141968
	Iteration 51Q: 3 clusters Score -5905514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 88875 members 
Entering Unmasked Estep 
Score: -5905517.000000 Penalty: 1038.141968
	Iteration 52Q: 3 clusters Score -5905517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 88888 members 
Entering Unmasked Estep 
Score: -5905518.000000 Penalty: 1038.141968
	Iteration 53Q: 3 clusters Score -5905518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 88903 members 
Entering Unmasked Estep 
Score: -5905516.500000 Penalty: 1038.141968
	Iteration 54Q: 3 clusters Score -5905516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 88913 members 
Entering Unmasked Estep 
Score: -5905517.500000 Penalty: 1038.141968
	Iteration 55Q: 3 clusters Score -5905518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 88921 members 
Entering Unmasked Estep 
Score: -5905514.000000 Penalty: 1038.141968
	Iteration 56Q: 3 clusters Score -5905514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 88931 members 
Entering Unmasked Estep 
Score: -5905514.000000 Penalty: 1038.141968
	Iteration 57Q: 3 clusters Score -5905514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 88940 members 
Entering Unmasked Estep 
Score: -5905512.500000 Penalty: 1038.141968
	Iteration 58Q: 3 clusters Score -5905512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 88946 members 
Entering Unmasked Estep 
Score: -5905507.000000 Penalty: 1038.141968
	Iteration 59Q: 3 clusters Score -5905507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
Score: -5905504.500000 Penalty: 1038.141968
	Iteration 60F: 3 clusters Score -5905504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 88967 members 
Entering Unmasked Estep 
Score: -5905511.000000 Penalty: 1038.141968
	Iteration 61Q: 3 clusters Score -5905511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 88971 members 
Entering Unmasked Estep 
Score: -5905504.000000 Penalty: 1038.141968
	Iteration 62Q: 3 clusters Score -5905504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 88975 members 
Entering Unmasked Estep 
Score: -5905505.000000 Penalty: 1038.141968
	Iteration 63Q: 3 clusters Score -5905505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 88979 members 
Entering Unmasked Estep 
Score: -5905503.000000 Penalty: 1038.141968
	Iteration 64Q: 3 clusters Score -5905503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -5905505.500000 Penalty: 1038.141968
	Iteration 65Q: 3 clusters Score -5905506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 88983 members 
Entering Unmasked Estep 
Score: -5905503.500000 Penalty: 1038.141968
	Iteration 66Q: 3 clusters Score -5905504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 88983 members 
Entering Unmasked Estep 
Score: -5905503.500000 Penalty: 1038.141968
	Iteration 67F: 3 clusters Score -5905504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68200 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 6 contains 88983 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2124 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4028 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 36627 members 
Mstep: Class 16 contains 38239 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 29166 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77307 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 14169 members 
Mstep: Class 24 contains 27468 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81961 members 
Mstep: Class 28 contains 26337 members 
Mstep: Class 29 contains 533 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5566 members 
Mstep: Class 32 contains 9816 members 
Mstep: Class 33 contains 1070 members 
Mstep: Class 34 contains 12043 members 
Mstep: Class 35 contains 5401 members 
Entering Unmasked Estep 
Score: -35865912.000000 Penalty: 21133.728516
Splitting cluster 33 changes total score from -35866048.000000 to -35865912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (12043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Entering Unmasked Estep 
Score: -791076.812500 Penalty: 427.528900
	Iteration 0F: 2 clusters Score -791076.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -783091.250000 Penalty: 855.057800
	Iteration 0F: 3 clusters Score -783091.2 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -786199.062500 Penalty: 855.057800
	Iteration 1F: 3 clusters Score -786199.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -786441.937500 Penalty: 855.057800
	Iteration 2Q: 3 clusters Score -786441.9 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -786801.250000 Penalty: 855.057800
	Iteration 3F: 3 clusters Score -786801.2 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -787296.937500 Penalty: 855.057800
	Iteration 4F: 3 clusters Score -787296.9 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -787948.125000 Penalty: 855.057800
	Iteration 5F: 3 clusters Score -787948.1 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -788632.000000 Penalty: 855.057800
	Iteration 6F: 3 clusters Score -788632 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -789057.125000 Penalty: 855.057800
	Iteration 7F: 3 clusters Score -789057.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -789261.562500 Penalty: 855.057800
	Iteration 8Q: 3 clusters Score -789261.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -789419.625000 Penalty: 855.057800
	Iteration 9Q: 3 clusters Score -789419.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -789583.062500 Penalty: 855.057800
	Iteration 10Q: 3 clusters Score -789583.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -789760.937500 Penalty: 855.057800
	Iteration 11Q: 3 clusters Score -789760.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -789965.312500 Penalty: 855.057800
	Iteration 12Q: 3 clusters Score -789965.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -790172.000000 Penalty: 855.057800
	Iteration 13Q: 3 clusters Score -790172 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -790354.500000 Penalty: 855.057800
	Iteration 14Q: 3 clusters Score -790354.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -790502.250000 Penalty: 855.057800
	Iteration 15Q: 3 clusters Score -790502.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -790589.625000 Penalty: 855.057800
	Iteration 16Q: 3 clusters Score -790589.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -790649.500000 Penalty: 855.057800
	Iteration 17Q: 3 clusters Score -790649.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -790679.125000 Penalty: 855.057800
	Iteration 18Q: 3 clusters Score -790679.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -790695.187500 Penalty: 855.057800
	Iteration 19Q: 3 clusters Score -790695.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -790714.312500 Penalty: 855.057800
	Iteration 20F: 3 clusters Score -790714.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -790722.625000 Penalty: 855.057800
	Iteration 21Q: 3 clusters Score -790722.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -790727.125000 Penalty: 855.057800
	Iteration 22Q: 3 clusters Score -790727.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -790730.750000 Penalty: 855.057800
	Iteration 23Q: 3 clusters Score -790730.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -790731.750000 Penalty: 855.057800
	Iteration 24Q: 3 clusters Score -790731.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -790733.375000 Penalty: 855.057800
	Iteration 25Q: 3 clusters Score -790733.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -790735.000000 Penalty: 855.057800
	Iteration 26Q: 3 clusters Score -790735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -790734.312500 Penalty: 855.057800
	Iteration 27Q: 3 clusters Score -790734.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -790733.875000 Penalty: 855.057800
	Iteration 28Q: 3 clusters Score -790733.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -790734.250000 Penalty: 855.057800
	Iteration 29Q: 3 clusters Score -790734.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -790735.000000 Penalty: 855.057800
	Iteration 30Q: 3 clusters Score -790735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -790734.937500 Penalty: 855.057800
	Iteration 31Q: 3 clusters Score -790734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -790733.312500 Penalty: 855.057800
	Iteration 32Q: 3 clusters Score -790733.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -790732.750000 Penalty: 855.057800
	Iteration 33Q: 3 clusters Score -790732.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -790734.500000 Penalty: 855.057800
	Iteration 34Q: 3 clusters Score -790734.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -790733.937500 Penalty: 855.057800
	Iteration 35Q: 3 clusters Score -790733.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -790734.687500 Penalty: 855.057800
	Iteration 36Q: 3 clusters Score -790734.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -790734.125000 Penalty: 855.057800
	Iteration 37Q: 3 clusters Score -790734.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -790734.125000 Penalty: 855.057800
	Iteration 38F: 3 clusters Score -790734.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Entering Unmasked Estep 
Score: -350721.312500 Penalty: 391.042450
	Iteration 0F: 2 clusters Score -350721.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -347070.218750 Penalty: 782.084900
	Iteration 0F: 3 clusters Score -347070.2 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -348371.375000 Penalty: 782.084900
	Iteration 1F: 3 clusters Score -348371.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -348517.593750 Penalty: 782.084900
	Iteration 2F: 3 clusters Score -348517.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -348719.531250 Penalty: 782.084900
	Iteration 3F: 3 clusters Score -348719.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -348990.656250 Penalty: 782.084900
	Iteration 4F: 3 clusters Score -348990.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -349355.843750 Penalty: 782.084900
	Iteration 5F: 3 clusters Score -349355.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -349837.031250 Penalty: 782.084900
	Iteration 6F: 3 clusters Score -349837 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -350194.968750 Penalty: 782.084900
	Iteration 7F: 3 clusters Score -350195 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -350385.656250 Penalty: 782.084900
	Iteration 8Q: 3 clusters Score -350385.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -350464.937500 Penalty: 782.084900
	Iteration 9Q: 3 clusters Score -350464.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -350497.625000 Penalty: 782.084900
	Iteration 10Q: 3 clusters Score -350497.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -350515.437500 Penalty: 782.084900
	Iteration 11Q: 3 clusters Score -350515.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -350524.218750 Penalty: 782.084900
	Iteration 12Q: 3 clusters Score -350524.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -350528.000000 Penalty: 782.084900
	Iteration 13Q: 3 clusters Score -350528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -350530.875000 Penalty: 782.084900
	Iteration 14Q: 3 clusters Score -350530.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -350531.718750 Penalty: 782.084900
	Iteration 15Q: 3 clusters Score -350531.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -350532.687500 Penalty: 782.084900
	Iteration 16Q: 3 clusters Score -350532.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -350533.406250 Penalty: 782.084900
	Iteration 17Q: 3 clusters Score -350533.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -350534.000000 Penalty: 782.084900
	Iteration 18Q: 3 clusters Score -350534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -350535.187500 Penalty: 782.084900
	Iteration 19Q: 3 clusters Score -350535.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -350536.281250 Penalty: 782.084900
	Iteration 20F: 3 clusters Score -350536.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -350535.968750 Penalty: 782.084900
	Iteration 21Q: 3 clusters Score -350536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -350536.437500 Penalty: 782.084900
	Iteration 22Q: 3 clusters Score -350536.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -350536.906250 Penalty: 782.084900
	Iteration 23Q: 3 clusters Score -350536.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -350537.281250 Penalty: 782.084900
	Iteration 24Q: 3 clusters Score -350537.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -350539.000000 Penalty: 782.084900
	Iteration 25Q: 3 clusters Score -350539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -350539.000000 Penalty: 782.084900
	Iteration 26Q: 3 clusters Score -350539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -350539.125000 Penalty: 782.084900
	Iteration 27Q: 3 clusters Score -350539.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -350538.968750 Penalty: 782.084900
	Iteration 28Q: 3 clusters Score -350539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -350539.562500 Penalty: 782.084900
	Iteration 29Q: 3 clusters Score -350539.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -350539.812500 Penalty: 782.084900
	Iteration 30Q: 3 clusters Score -350539.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -350540.281250 Penalty: 782.084900
	Iteration 31Q: 3 clusters Score -350540.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -350540.468750 Penalty: 782.084900
	Iteration 32Q: 3 clusters Score -350540.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -350540.468750 Penalty: 782.084900
	Iteration 33F: 3 clusters Score -350540.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68200 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2124 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4028 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 36627 members 
Mstep: Class 16 contains 38239 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 29166 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77307 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 14169 members 
Mstep: Class 24 contains 27468 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81961 members 
Mstep: Class 28 contains 26337 members 
Mstep: Class 29 contains 533 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5566 members 
Mstep: Class 32 contains 9816 members 
Mstep: Class 33 contains 90053 members 
Mstep: Class 34 contains 12043 members 
Mstep: Class 35 contains 5401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866300.000000 Penalty: 20529.908203
Iteration 359Q: 35 clusters Score -3.58663e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68202 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2126 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4033 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1286 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 36359 members 
Mstep: Class 16 contains 38232 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 29171 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77336 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 14033 members 
Mstep: Class 24 contains 28798 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81889 members 
Mstep: Class 28 contains 26340 members 
Mstep: Class 29 contains 520 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5569 members 
Mstep: Class 32 contains 9270 members 
Mstep: Class 33 contains 89684 members 
Mstep: Class 34 contains 12070 members 
Mstep: Class 35 contains 5407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866548.000000 Penalty: 20529.908203
Iteration 360F: 35 clusters Score -3.586655e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68205 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2128 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 36051 members 
Mstep: Class 16 contains 38234 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 29163 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77400 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 13886 members 
Mstep: Class 24 contains 30215 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81785 members 
Mstep: Class 28 contains 26350 members 
Mstep: Class 29 contains 518 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5568 members 
Mstep: Class 32 contains 8768 members 
Mstep: Class 33 contains 89228 members 
Mstep: Class 34 contains 12095 members 
Mstep: Class 35 contains 5410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866888.000000 Penalty: 20529.908203
Iteration 361Q: 35 clusters Score -3.586689e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68207 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2128 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 35738 members 
Mstep: Class 16 contains 38240 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 29129 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77457 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 13729 members 
Mstep: Class 24 contains 31634 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81788 members 
Mstep: Class 28 contains 26335 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 8283 members 
Mstep: Class 33 contains 88714 members 
Mstep: Class 34 contains 12117 members 
Mstep: Class 35 contains 5416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867088.000000 Penalty: 20529.908203
Iteration 362Q: 35 clusters Score -3.586709e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68211 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20875 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2129 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 35614 members 
Mstep: Class 16 contains 38228 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 29067 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77474 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 13544 members 
Mstep: Class 24 contains 33079 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81757 members 
Mstep: Class 28 contains 26304 members 
Mstep: Class 29 contains 512 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5584 members 
Mstep: Class 32 contains 7811 members 
Mstep: Class 33 contains 88139 members 
Mstep: Class 34 contains 12135 members 
Mstep: Class 35 contains 5417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867220.000000 Penalty: 20529.908203
Iteration 363Q: 35 clusters Score -3.586722e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68214 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20875 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 35440 members 
Mstep: Class 16 contains 38234 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 28995 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77520 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 13377 members 
Mstep: Class 24 contains 34626 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81684 members 
Mstep: Class 28 contains 26296 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5593 members 
Mstep: Class 32 contains 7365 members 
Mstep: Class 33 contains 87450 members 
Mstep: Class 34 contains 12158 members 
Mstep: Class 35 contains 5418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867412.000000 Penalty: 20529.908203
Iteration 364Q: 35 clusters Score -3.586741e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68215 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20874 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4048 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 35314 members 
Mstep: Class 16 contains 38245 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 28908 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77592 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 13196 members 
Mstep: Class 24 contains 36189 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81625 members 
Mstep: Class 28 contains 26291 members 
Mstep: Class 29 contains 515 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5611 members 
Mstep: Class 32 contains 6919 members 
Mstep: Class 33 contains 86673 members 
Mstep: Class 34 contains 12173 members 
Mstep: Class 35 contains 5420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867776.000000 Penalty: 20529.908203
Iteration 365Q: 35 clusters Score -3.586778e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68216 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20874 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2120 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4050 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 35139 members 
Mstep: Class 16 contains 38248 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 28791 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77694 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 13000 members 
Mstep: Class 24 contains 37777 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81522 members 
Mstep: Class 28 contains 26280 members 
Mstep: Class 29 contains 516 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5625 members 
Mstep: Class 32 contains 6538 members 
Mstep: Class 33 contains 85925 members 
Mstep: Class 34 contains 12187 members 
Mstep: Class 35 contains 5427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867904.000000 Penalty: 20529.908203
Iteration 366Q: 35 clusters Score -3.58679e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68215 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20874 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2119 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 34895 members 
Mstep: Class 16 contains 38221 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 28609 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77856 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 12802 members 
Mstep: Class 24 contains 39433 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81405 members 
Mstep: Class 28 contains 26225 members 
Mstep: Class 29 contains 517 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5637 members 
Mstep: Class 32 contains 6192 members 
Mstep: Class 33 contains 85222 members 
Mstep: Class 34 contains 12220 members 
Mstep: Class 35 contains 5431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35868196.000000 Penalty: 20529.908203
Iteration 367Q: 35 clusters Score -3.58682e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68217 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20874 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2118 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4050 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 34591 members 
Mstep: Class 16 contains 38207 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 28413 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 77986 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 12580 members 
Mstep: Class 24 contains 41264 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81534 members 
Mstep: Class 28 contains 26189 members 
Mstep: Class 29 contains 519 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5640 members 
Mstep: Class 32 contains 5906 members 
Mstep: Class 33 contains 84143 members 
Mstep: Class 34 contains 12254 members 
Mstep: Class 35 contains 5436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35868116.000000 Penalty: 20529.908203
Iteration 368Q: 35 clusters Score -3.586812e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68220 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20874 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2117 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4052 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 34325 members 
Mstep: Class 16 contains 38205 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 28197 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 78170 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 12350 members 
Mstep: Class 24 contains 43196 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81805 members 
Mstep: Class 28 contains 26129 members 
Mstep: Class 29 contains 531 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5647 members 
Mstep: Class 32 contains 5530 members 
Mstep: Class 33 contains 82854 members 
Mstep: Class 34 contains 12279 members 
Mstep: Class 35 contains 5440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35868108.000000 Penalty: 20529.908203
Iteration 369Q: 35 clusters Score -3.586811e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68220 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20874 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2118 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4052 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 34109 members 
Mstep: Class 16 contains 38170 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 27907 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 78380 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 12150 members 
Mstep: Class 24 contains 45273 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 82173 members 
Mstep: Class 28 contains 26096 members 
Mstep: Class 29 contains 538 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5658 members 
Mstep: Class 32 contains 5152 members 
Mstep: Class 33 contains 81306 members 
Mstep: Class 34 contains 12307 members 
Mstep: Class 35 contains 5444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867936.000000 Penalty: 20529.908203
Iteration 370Q: 35 clusters Score -3.586794e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68222 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20874 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2116 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4049 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 33874 members 
Mstep: Class 16 contains 38158 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 27576 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 78629 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 11916 members 
Mstep: Class 24 contains 47581 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 82715 members 
Mstep: Class 28 contains 26062 members 
Mstep: Class 29 contains 542 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5664 members 
Mstep: Class 32 contains 4700 members 
Mstep: Class 33 contains 79468 members 
Mstep: Class 34 contains 12341 members 
Mstep: Class 35 contains 5443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867740.000000 Penalty: 20529.908203
Iteration 371Q: 35 clusters Score -3.586774e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68221 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20875 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 33571 members 
Mstep: Class 16 contains 38170 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 27208 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 78898 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 11623 members 
Mstep: Class 24 contains 49988 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 83347 members 
Mstep: Class 28 contains 26053 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5675 members 
Mstep: Class 32 contains 4188 members 
Mstep: Class 33 contains 77592 members 
Mstep: Class 34 contains 12372 members 
Mstep: Class 35 contains 5441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867696.000000 Penalty: 20529.908203
Iteration 372Q: 35 clusters Score -3.58677e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68219 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20875 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2113 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4046 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 33194 members 
Mstep: Class 16 contains 38177 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 26768 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 79214 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 11298 members 
Mstep: Class 24 contains 52426 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 83810 members 
Mstep: Class 28 contains 26013 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5693 members 
Mstep: Class 32 contains 3639 members 
Mstep: Class 33 contains 76058 members 
Mstep: Class 34 contains 12400 members 
Mstep: Class 35 contains 5439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867580.000000 Penalty: 20529.908203
Iteration 373Q: 35 clusters Score -3.586758e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68216 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20875 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2112 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 32764 members 
Mstep: Class 16 contains 38141 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 26260 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 79530 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 10958 members 
Mstep: Class 24 contains 54831 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 84151 members 
Mstep: Class 28 contains 25963 members 
Mstep: Class 29 contains 558 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5710 members 
Mstep: Class 32 contains 3086 members 
Mstep: Class 33 contains 74861 members 
Mstep: Class 34 contains 12445 members 
Mstep: Class 35 contains 5440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867528.000000 Penalty: 20529.908203
Iteration 374Q: 35 clusters Score -3.586753e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68218 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20875 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2112 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 32245 members 
Mstep: Class 16 contains 38127 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 25635 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 79893 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 10587 members 
Mstep: Class 24 contains 57258 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 84391 members 
Mstep: Class 28 contains 25922 members 
Mstep: Class 29 contains 558 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5733 members 
Mstep: Class 32 contains 2535 members 
Mstep: Class 33 contains 73912 members 
Mstep: Class 34 contains 12470 members 
Mstep: Class 35 contains 5437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867672.000000 Penalty: 20529.908203
Iteration 375Q: 35 clusters Score -3.586767e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68220 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20875 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4048 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 31725 members 
Mstep: Class 16 contains 38144 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 24872 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 80322 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 10272 members 
Mstep: Class 24 contains 59795 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 84606 members 
Mstep: Class 28 contains 25823 members 
Mstep: Class 29 contains 558 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5752 members 
Mstep: Class 32 contains 2006 members 
Mstep: Class 33 contains 72902 members 
Mstep: Class 34 contains 12498 members 
Mstep: Class 35 contains 5433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867656.000000 Penalty: 20529.908203
Iteration 376Q: 35 clusters Score -3.586766e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68225 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20875 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4050 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 31124 members 
Mstep: Class 16 contains 38134 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 23966 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 80873 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 10012 members 
Mstep: Class 24 contains 62309 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 84704 members 
Mstep: Class 28 contains 25681 members 
Mstep: Class 29 contains 558 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5765 members 
Mstep: Class 32 contains 1519 members 
Mstep: Class 33 contains 72113 members 
Mstep: Class 34 contains 12523 members 
Mstep: Class 35 contains 5426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867424.000000 Penalty: 20529.908203
Iteration 377Q: 35 clusters Score -3.586742e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68231 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20876 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4049 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1230 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 30575 members 
Mstep: Class 16 contains 38126 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 22927 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 81460 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 9732 members 
Mstep: Class 24 contains 64856 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 84487 members 
Mstep: Class 28 contains 25570 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5779 members 
Mstep: Class 32 contains 1109 members 
Mstep: Class 33 contains 71569 members 
Mstep: Class 34 contains 12542 members 
Mstep: Class 35 contains 5419 members 
Entering Unmasked Estep 
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Iteration 378Q: 35 clusters Score -3.586757e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68234 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4044 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 29923 members 
Mstep: Class 16 contains 38124 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 21785 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 82003 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 9484 members 
Mstep: Class 24 contains 67496 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 84250 members 
Mstep: Class 28 contains 25499 members 
Mstep: Class 29 contains 555 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5786 members 
Mstep: Class 32 contains 800 members 
Mstep: Class 33 contains 71062 members 
Mstep: Class 34 contains 12541 members 
Mstep: Class 35 contains 5411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 32. Lose 471.650116 but Gain 603.820312
Score: -35867580.000000 Penalty: 19926.087891
Iteration 379Q: 34 clusters Score -3.586758e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68238 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20875 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 2108 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 18431 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 29289 members 
Mstep: Class 16 contains 38108 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 20503 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 82510 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 9249 members 
Mstep: Class 24 contains 70081 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 84855 members 
Mstep: Class 28 contains 25421 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5800 members 
Mstep: Class 33 contains 70429 members 
Mstep: Class 34 contains 12539 members 
Mstep: Class 35 contains 5387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867960.000000 Penalty: 19926.087891
Iteration 380F: 34 clusters Score -3.586796e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68240 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20875 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4037 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 28550 members 
Mstep: Class 16 contains 38036 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 19247 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 82837 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 9065 members 
Mstep: Class 24 contains 73153 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 84809 members 
Mstep: Class 28 contains 25379 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5817 members 
Mstep: Class 33 contains 69382 members 
Mstep: Class 34 contains 12535 members 
Mstep: Class 35 contains 5371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867704.000000 Penalty: 19926.087891
Iteration 381Q: 34 clusters Score -3.58677e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68248 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20873 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4037 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 27838 members 
Mstep: Class 16 contains 37941 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 18036 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 83002 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 8906 members 
Mstep: Class 24 contains 76115 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 84914 members 
Mstep: Class 28 contains 25343 members 
Mstep: Class 29 contains 543 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5840 members 
Mstep: Class 33 contains 68348 members 
Mstep: Class 34 contains 12541 members 
Mstep: Class 35 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35868200.000000 Penalty: 19926.087891
Iteration 382Q: 34 clusters Score -3.58682e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68255 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20874 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 27057 members 
Mstep: Class 16 contains 37881 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 16904 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 83143 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 79180 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 84543 members 
Mstep: Class 28 contains 25309 members 
Mstep: Class 29 contains 544 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5857 members 
Mstep: Class 33 contains 67627 members 
Mstep: Class 34 contains 12545 members 
Mstep: Class 35 contains 5339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869072.000000 Penalty: 19926.087891
Iteration 383Q: 34 clusters Score -3.586907e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68260 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20870 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 2108 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 26246 members 
Mstep: Class 16 contains 37844 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 15859 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 83163 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 8659 members 
Mstep: Class 24 contains 82266 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 83495 members 
Mstep: Class 28 contains 25279 members 
Mstep: Class 29 contains 542 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5877 members 
Mstep: Class 33 contains 67620 members 
Mstep: Class 34 contains 12541 members 
Mstep: Class 35 contains 5320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869328.000000 Penalty: 19926.087891
Iteration 384Q: 34 clusters Score -3.586933e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68264 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20867 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4063 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 700 members 
Mstep: Class 15 contains 25500 members 
Mstep: Class 16 contains 37761 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 14875 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 83196 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 8538 members 
Mstep: Class 24 contains 85422 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 81448 members 
Mstep: Class 28 contains 25297 members 
Mstep: Class 29 contains 538 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5898 members 
Mstep: Class 33 contains 68397 members 
Mstep: Class 34 contains 12524 members 
Mstep: Class 35 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870260.000000 Penalty: 19926.087891
Iteration 385Q: 34 clusters Score -3.587026e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68271 members 
Mstep: Class 3 contains 4001 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20864 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 25110 members 
Mstep: Class 16 contains 37719 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 13968 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 83272 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 8457 members 
Mstep: Class 24 contains 87945 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 79332 members 
Mstep: Class 28 contains 25285 members 
Mstep: Class 29 contains 532 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5916 members 
Mstep: Class 33 contains 69349 members 
Mstep: Class 34 contains 12517 members 
Mstep: Class 35 contains 5289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870284.000000 Penalty: 19926.087891
Iteration 386Q: 34 clusters Score -3.587028e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68274 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20862 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4069 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 25280 members 
Mstep: Class 16 contains 37683 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 13130 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 83233 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 8371 members 
Mstep: Class 24 contains 89418 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 77679 members 
Mstep: Class 28 contains 25296 members 
Mstep: Class 29 contains 522 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5934 members 
Mstep: Class 33 contains 70374 members 
Mstep: Class 34 contains 12504 members 
Mstep: Class 35 contains 5265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870028.000000 Penalty: 19926.087891
Iteration 387Q: 34 clusters Score -3.587003e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68275 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20861 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2106 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4070 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1206 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 25858 members 
Mstep: Class 16 contains 37636 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 12372 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 83201 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 8256 members 
Mstep: Class 24 contains 90194 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 76265 members 
Mstep: Class 28 contains 25308 members 
Mstep: Class 29 contains 512 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5959 members 
Mstep: Class 33 contains 71383 members 
Mstep: Class 34 contains 12497 members 
Mstep: Class 35 contains 5242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869544.000000 Penalty: 19926.087891
Iteration 388Q: 34 clusters Score -3.586954e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68278 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20861 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2108 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1207 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 26718 members 
Mstep: Class 16 contains 37642 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 11671 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 83165 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 8155 members 
Mstep: Class 24 contains 90124 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 75304 members 
Mstep: Class 28 contains 25313 members 
Mstep: Class 29 contains 501 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 5985 members 
Mstep: Class 33 contains 72389 members 
Mstep: Class 34 contains 12490 members 
Mstep: Class 35 contains 5223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869004.000000 Penalty: 19926.087891
Iteration 389Q: 34 clusters Score -3.5869e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68279 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20861 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4076 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 27835 members 
Mstep: Class 16 contains 37621 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 11054 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 83028 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 8031 members 
Mstep: Class 24 contains 89490 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 74699 members 
Mstep: Class 28 contains 25340 members 
Mstep: Class 29 contains 491 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6015 members 
Mstep: Class 33 contains 73374 members 
Mstep: Class 34 contains 12478 members 
Mstep: Class 35 contains 5207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35868756.000000 Penalty: 19926.087891
Iteration 390Q: 34 clusters Score -3.586876e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68283 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20861 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4087 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 28986 members 
Mstep: Class 16 contains 37565 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 82905 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 7907 members 
Mstep: Class 24 contains 89072 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 73877 members 
Mstep: Class 28 contains 25370 members 
Mstep: Class 29 contains 481 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6055 members 
Mstep: Class 33 contains 74277 members 
Mstep: Class 34 contains 12478 members 
Mstep: Class 35 contains 5185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35868772.000000 Penalty: 19926.087891
Iteration 391Q: 34 clusters Score -3.586877e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68287 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20861 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4098 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 30145 members 
Mstep: Class 16 contains 37535 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 82623 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 7747 members 
Mstep: Class 24 contains 88743 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 72974 members 
Mstep: Class 28 contains 25392 members 
Mstep: Class 29 contains 473 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6094 members 
Mstep: Class 33 contains 75274 members 
Mstep: Class 34 contains 12476 members 
Mstep: Class 35 contains 5164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35868916.000000 Penalty: 19926.087891
Iteration 392Q: 34 clusters Score -3.586892e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68289 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20861 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4105 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 31241 members 
Mstep: Class 16 contains 37524 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 9561 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 82467 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 7600 members 
Mstep: Class 24 contains 88525 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 71928 members 
Mstep: Class 28 contains 25400 members 
Mstep: Class 29 contains 459 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6124 members 
Mstep: Class 33 contains 76172 members 
Mstep: Class 34 contains 12492 members 
Mstep: Class 35 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869060.000000 Penalty: 19926.087891
Iteration 393Q: 34 clusters Score -3.586906e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68292 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20860 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2108 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4106 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 32349 members 
Mstep: Class 16 contains 37517 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 9197 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 82278 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 88238 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 70781 members 
Mstep: Class 28 contains 25400 members 
Mstep: Class 29 contains 449 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 33 contains 77159 members 
Mstep: Class 34 contains 12522 members 
Mstep: Class 35 contains 5118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869148.000000 Penalty: 19926.087891
Iteration 394Q: 34 clusters Score -3.586915e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68293 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20858 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4108 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 33406 members 
Mstep: Class 16 contains 37492 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8882 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 82081 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 7336 members 
Mstep: Class 24 contains 88029 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 69534 members 
Mstep: Class 28 contains 25400 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6177 members 
Mstep: Class 33 contains 78185 members 
Mstep: Class 34 contains 12555 members 
Mstep: Class 35 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869424.000000 Penalty: 19926.087891
Iteration 395Q: 34 clusters Score -3.586942e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68295 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20856 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4110 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 34465 members 
Mstep: Class 16 contains 37470 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8623 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 81917 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 7230 members 
Mstep: Class 24 contains 87791 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 68206 members 
Mstep: Class 28 contains 25393 members 
Mstep: Class 29 contains 434 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6200 members 
Mstep: Class 33 contains 79209 members 
Mstep: Class 34 contains 12587 members 
Mstep: Class 35 contains 5092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 29. Lose 599.112366 but Gain 603.822266
Score: -35869452.000000 Penalty: 19322.265625
Iteration 396Q: 33 clusters Score -3.586945e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68293 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20856 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4113 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 35494 members 
Mstep: Class 16 contains 37553 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8373 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 81808 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 7188 members 
Mstep: Class 24 contains 87550 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 66763 members 
Mstep: Class 28 contains 25384 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6219 members 
Mstep: Class 33 contains 80592 members 
Mstep: Class 34 contains 12612 members 
Mstep: Class 35 contains 5075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869956.000000 Penalty: 19322.265625
Iteration 397Q: 33 clusters Score -3.586996e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68292 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20855 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2115 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1218 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 36557 members 
Mstep: Class 16 contains 37507 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8164 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 81702 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 7070 members 
Mstep: Class 24 contains 87296 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 65270 members 
Mstep: Class 28 contains 25397 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6244 members 
Mstep: Class 33 contains 81710 members 
Mstep: Class 34 contains 12628 members 
Mstep: Class 35 contains 5059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870268.000000 Penalty: 19322.265625
Iteration 398Q: 33 clusters Score -3.587027e+07 nChanged 3574
Entering ConstructFrom: 
Score: -35870268.000000 Penalty: 19322.265625
Entering ConstructFrom: 
Trying to split cluster 1 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -13855.517578 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -13855.52 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 115 members 
Entering Unmasked Estep 
Score: -13535.912109 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -13535.91 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13606.186523 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -13606.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13628.648438 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -13628.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13635.186523 Penalty: 494.865234
	Iteration 3Q: 3 clusters Score -13635.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13640.222656 Penalty: 494.865234
	Iteration 4Q: 3 clusters Score -13640.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13642.854492 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -13642.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13645.264648 Penalty: 494.865234
	Iteration 6Q: 3 clusters Score -13645.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13645.768555 Penalty: 494.865234
	Iteration 7Q: 3 clusters Score -13645.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13645.768555 Penalty: 494.865234
	Iteration 8F: 3 clusters Score -13645.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (68288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68288 members 
Entering Unmasked Estep 
Score: -4070066.000000 Penalty: 506.482788
	Iteration 0F: 2 clusters Score -4070066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -4024147.250000 Penalty: 1012.965576
	Iteration 0F: 3 clusters Score -4024147 nChanged 33373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -4044653.250000 Penalty: 1012.965576
	Iteration 1F: 3 clusters Score -4044653 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -4045940.250000 Penalty: 1012.965576
	Iteration 2Q: 3 clusters Score -4045940 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -4047745.500000 Penalty: 1012.965576
	Iteration 3F: 3 clusters Score -4047746 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -4050436.000000 Penalty: 1012.965576
	Iteration 4F: 3 clusters Score -4050436 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -4053999.000000 Penalty: 1012.965576
	Iteration 5F: 3 clusters Score -4053999 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -4057880.750000 Penalty: 1012.965576
	Iteration 6F: 3 clusters Score -4057881 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -4060562.750000 Penalty: 1012.965576
	Iteration 7F: 3 clusters Score -4060563 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -4061835.750000 Penalty: 1012.965576
	Iteration 8Q: 3 clusters Score -4061836 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -4062705.000000 Penalty: 1012.965576
	Iteration 9Q: 3 clusters Score -4062705 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -4063528.250000 Penalty: 1012.965576
	Iteration 10Q: 3 clusters Score -4063528 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -4064163.750000 Penalty: 1012.965576
	Iteration 11Q: 3 clusters Score -4064164 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -4064675.250000 Penalty: 1012.965576
	Iteration 12Q: 3 clusters Score -4064675 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -4065069.250000 Penalty: 1012.965576
	Iteration 13Q: 3 clusters Score -4065069 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 57241 members 
Entering Unmasked Estep 
Score: -4065397.750000 Penalty: 1012.965576
	Iteration 14Q: 3 clusters Score -4065398 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -4065682.000000 Penalty: 1012.965576
	Iteration 15Q: 3 clusters Score -4065682 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -4065967.000000 Penalty: 1012.965576
	Iteration 16Q: 3 clusters Score -4065967 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 59744 members 
Entering Unmasked Estep 
Score: -4066203.000000 Penalty: 1012.965576
	Iteration 17Q: 3 clusters Score -4066203 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 60462 members 
Entering Unmasked Estep 
Score: -4066424.000000 Penalty: 1012.965576
	Iteration 18Q: 3 clusters Score -4066424 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 61182 members 
Entering Unmasked Estep 
Score: -4066660.000000 Penalty: 1012.965576
	Iteration 19Q: 3 clusters Score -4066660 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 61956 members 
Entering Unmasked Estep 
Score: -4066930.750000 Penalty: 1012.965576
	Iteration 20F: 3 clusters Score -4066931 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -4067204.500000 Penalty: 1012.965576
	Iteration 21Q: 3 clusters Score -4067204 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 63417 members 
Entering Unmasked Estep 
Score: -4067477.000000 Penalty: 1012.965576
	Iteration 22Q: 3 clusters Score -4067477 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
Score: -4067744.000000 Penalty: 1012.965576
	Iteration 23Q: 3 clusters Score -4067744 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 64723 members 
Entering Unmasked Estep 
Score: -4068001.750000 Penalty: 1012.965576
	Iteration 24Q: 3 clusters Score -4068002 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 65297 members 
Entering Unmasked Estep 
Score: -4068249.000000 Penalty: 1012.965576
	Iteration 25Q: 3 clusters Score -4068249 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 65853 members 
Entering Unmasked Estep 
Score: -4068517.250000 Penalty: 1012.965576
	Iteration 26Q: 3 clusters Score -4068517 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 66307 members 
Entering Unmasked Estep 
Score: -4068743.250000 Penalty: 1012.965576
	Iteration 27Q: 3 clusters Score -4068743 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 66701 members 
Entering Unmasked Estep 
Score: -4068941.750000 Penalty: 1012.965576
	Iteration 28Q: 3 clusters Score -4068942 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 67059 members 
Entering Unmasked Estep 
Score: -4069123.250000 Penalty: 1012.965576
	Iteration 29Q: 3 clusters Score -4069123 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 67333 members 
Entering Unmasked Estep 
Score: -4069275.750000 Penalty: 1012.965576
	Iteration 30Q: 3 clusters Score -4069276 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 67532 members 
Entering Unmasked Estep 
Score: -4069402.750000 Penalty: 1012.965576
	Iteration 31Q: 3 clusters Score -4069403 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 67678 members 
Entering Unmasked Estep 
Score: -4069485.250000 Penalty: 1012.965576
	Iteration 32Q: 3 clusters Score -4069485 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -4069554.250000 Penalty: 1012.965576
	Iteration 33Q: 3 clusters Score -4069554 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 67859 members 
Entering Unmasked Estep 
Score: -4069604.000000 Penalty: 1012.965576
	Iteration 34Q: 3 clusters Score -4069604 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -4069641.000000 Penalty: 1012.965576
	Iteration 35Q: 3 clusters Score -4069641 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 67917 members 
Entering Unmasked Estep 
Score: -4069655.000000 Penalty: 1012.965576
	Iteration 36Q: 3 clusters Score -4069655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 67943 members 
Entering Unmasked Estep 
Score: -4069664.000000 Penalty: 1012.965576
	Iteration 37Q: 3 clusters Score -4069664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 67957 members 
Entering Unmasked Estep 
Score: -4069676.000000 Penalty: 1012.965576
	Iteration 38Q: 3 clusters Score -4069676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -4069681.500000 Penalty: 1012.965576
	Iteration 39Q: 3 clusters Score -4069682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -4069685.500000 Penalty: 1012.965576
	Iteration 40F: 3 clusters Score -4069686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 67985 members 
Entering Unmasked Estep 
Score: -4069694.500000 Penalty: 1012.965576
	Iteration 41Q: 3 clusters Score -4069694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 67991 members 
Entering Unmasked Estep 
Score: -4069697.500000 Penalty: 1012.965576
	Iteration 42Q: 3 clusters Score -4069698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -4069698.000000 Penalty: 1012.965576
	Iteration 43Q: 3 clusters Score -4069698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -4069696.000000 Penalty: 1012.965576
	Iteration 44Q: 3 clusters Score -4069696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -4069703.250000 Penalty: 1012.965576
	Iteration 45Q: 3 clusters Score -4069703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -4069706.500000 Penalty: 1012.965576
	Iteration 46Q: 3 clusters Score -4069706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 68025 members 
Entering Unmasked Estep 
Score: -4069708.000000 Penalty: 1012.965576
	Iteration 47Q: 3 clusters Score -4069708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 68030 members 
Entering Unmasked Estep 
Score: -4069705.500000 Penalty: 1012.965576
	Iteration 48Q: 3 clusters Score -4069706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 68032 members 
Entering Unmasked Estep 
Score: -4069708.000000 Penalty: 1012.965576
	Iteration 49Q: 3 clusters Score -4069708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 68033 members 
Entering Unmasked Estep 
Score: -4069708.000000 Penalty: 1012.965576
	Iteration 50Q: 3 clusters Score -4069708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 68033 members 
Entering Unmasked Estep 
Score: -4069708.000000 Penalty: 1012.965576
	Iteration 51F: 3 clusters Score -4069708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Entering Unmasked Estep 
Score: -231455.437500 Penalty: 377.402008
	Iteration 0F: 2 clusters Score -231455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -228713.156250 Penalty: 754.804016
	Iteration 0F: 3 clusters Score -228713.2 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -229743.218750 Penalty: 754.804016
	Iteration 1F: 3 clusters Score -229743.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -229932.234375 Penalty: 754.804016
	Iteration 2F: 3 clusters Score -229932.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -230103.703125 Penalty: 754.804016
	Iteration 3F: 3 clusters Score -230103.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -230281.421875 Penalty: 754.804016
	Iteration 4F: 3 clusters Score -230281.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -230482.031250 Penalty: 754.804016
	Iteration 5F: 3 clusters Score -230482 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -230709.703125 Penalty: 754.804016
	Iteration 6F: 3 clusters Score -230709.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -230856.375000 Penalty: 754.804016
	Iteration 7Q: 3 clusters Score -230856.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -230965.234375 Penalty: 754.804016
	Iteration 8Q: 3 clusters Score -230965.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -231038.531250 Penalty: 754.804016
	Iteration 9Q: 3 clusters Score -231038.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -231072.109375 Penalty: 754.804016
	Iteration 10Q: 3 clusters Score -231072.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -231088.375000 Penalty: 754.804016
	Iteration 11Q: 3 clusters Score -231088.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -231102.750000 Penalty: 754.804016
	Iteration 12Q: 3 clusters Score -231102.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -231116.703125 Penalty: 754.804016
	Iteration 13Q: 3 clusters Score -231116.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -231126.859375 Penalty: 754.804016
	Iteration 14Q: 3 clusters Score -231126.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -231134.062500 Penalty: 754.804016
	Iteration 15Q: 3 clusters Score -231134.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -231144.953125 Penalty: 754.804016
	Iteration 16Q: 3 clusters Score -231145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -231151.234375 Penalty: 754.804016
	Iteration 17Q: 3 clusters Score -231151.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -231157.093750 Penalty: 754.804016
	Iteration 18Q: 3 clusters Score -231157.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -231160.078125 Penalty: 754.804016
	Iteration 19Q: 3 clusters Score -231160.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -231162.796875 Penalty: 754.804016
	Iteration 20F: 3 clusters Score -231162.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -231164.515625 Penalty: 754.804016
	Iteration 21Q: 3 clusters Score -231164.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -231166.515625 Penalty: 754.804016
	Iteration 22Q: 3 clusters Score -231166.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -231168.234375 Penalty: 754.804016
	Iteration 23Q: 3 clusters Score -231168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -231171.203125 Penalty: 754.804016
	Iteration 24Q: 3 clusters Score -231171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -231171.953125 Penalty: 754.804016
	Iteration 25Q: 3 clusters Score -231172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -231172.281250 Penalty: 754.804016
	Iteration 26Q: 3 clusters Score -231172.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -231172.281250 Penalty: 754.804016
	Iteration 27F: 3 clusters Score -231172.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -38650.296875 Penalty: 291.211731
	Iteration 0F: 2 clusters Score -38650.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -38094.777344 Penalty: 582.423462
	Iteration 0F: 3 clusters Score -38094.78 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -38202.320312 Penalty: 582.423462
	Iteration 1F: 3 clusters Score -38202.32 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -38229.285156 Penalty: 582.423462
	Iteration 2F: 3 clusters Score -38229.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -38245.191406 Penalty: 582.423462
	Iteration 3Q: 3 clusters Score -38245.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -38252.855469 Penalty: 582.423462
	Iteration 4Q: 3 clusters Score -38252.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -38259.488281 Penalty: 582.423462
	Iteration 5Q: 3 clusters Score -38259.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -38270.933594 Penalty: 582.423462
	Iteration 6Q: 3 clusters Score -38270.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -38287.140625 Penalty: 582.423462
	Iteration 7Q: 3 clusters Score -38287.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -38303.164062 Penalty: 582.423462
	Iteration 8Q: 3 clusters Score -38303.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -38321.062500 Penalty: 582.423462
	Iteration 9Q: 3 clusters Score -38321.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -38336.230469 Penalty: 582.423462
	Iteration 10Q: 3 clusters Score -38336.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -38344.695312 Penalty: 582.423462
	Iteration 11Q: 3 clusters Score -38344.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -38348.613281 Penalty: 582.423462
	Iteration 12Q: 3 clusters Score -38348.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -38349.988281 Penalty: 582.423462
	Iteration 13Q: 3 clusters Score -38349.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -38350.628906 Penalty: 582.423462
	Iteration 14Q: 3 clusters Score -38350.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -38350.910156 Penalty: 582.423462
	Iteration 15Q: 3 clusters Score -38350.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -38350.910156 Penalty: 582.423462
	Iteration 16F: 3 clusters Score -38350.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Entering Unmasked Estep 
Score: -1317405.250000 Penalty: 452.515594
	Iteration 0F: 2 clusters Score -1317405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1303417.750000 Penalty: 905.031189
	Iteration 0F: 3 clusters Score -1303418 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1309136.750000 Penalty: 905.031189
	Iteration 1F: 3 clusters Score -1309137 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1309459.875000 Penalty: 905.031189
	Iteration 2Q: 3 clusters Score -1309460 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1309889.125000 Penalty: 905.031189
	Iteration 3Q: 3 clusters Score -1309889 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1310458.250000 Penalty: 905.031189
	Iteration 4Q: 3 clusters Score -1310458 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1311217.625000 Penalty: 905.031189
	Iteration 5F: 3 clusters Score -1311218 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1312204.875000 Penalty: 905.031189
	Iteration 6F: 3 clusters Score -1312205 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1313092.750000 Penalty: 905.031189
	Iteration 7F: 3 clusters Score -1313093 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1313701.500000 Penalty: 905.031189
	Iteration 8Q: 3 clusters Score -1313702 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1314056.000000 Penalty: 905.031189
	Iteration 9Q: 3 clusters Score -1314056 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1314260.500000 Penalty: 905.031189
	Iteration 10Q: 3 clusters Score -1314260 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1314439.500000 Penalty: 905.031189
	Iteration 11Q: 3 clusters Score -1314440 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1314616.000000 Penalty: 905.031189
	Iteration 12Q: 3 clusters Score -1314616 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1314798.250000 Penalty: 905.031189
	Iteration 13Q: 3 clusters Score -1314798 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1314987.000000 Penalty: 905.031189
	Iteration 14Q: 3 clusters Score -1314987 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1315219.500000 Penalty: 905.031189
	Iteration 15Q: 3 clusters Score -1315220 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1315489.625000 Penalty: 905.031189
	Iteration 16Q: 3 clusters Score -1315490 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1315706.500000 Penalty: 905.031189
	Iteration 17Q: 3 clusters Score -1315706 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1315935.500000 Penalty: 905.031189
	Iteration 18Q: 3 clusters Score -1315936 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1316153.625000 Penalty: 905.031189
	Iteration 19Q: 3 clusters Score -1316154 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1316399.125000 Penalty: 905.031189
	Iteration 20F: 3 clusters Score -1316399 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1316621.250000 Penalty: 905.031189
	Iteration 21Q: 3 clusters Score -1316621 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1316758.750000 Penalty: 905.031189
	Iteration 22Q: 3 clusters Score -1316759 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1316851.375000 Penalty: 905.031189
	Iteration 23Q: 3 clusters Score -1316851 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1316918.250000 Penalty: 905.031189
	Iteration 24Q: 3 clusters Score -1316918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1316956.125000 Penalty: 905.031189
	Iteration 25Q: 3 clusters Score -1316956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1316979.125000 Penalty: 905.031189
	Iteration 26Q: 3 clusters Score -1316979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1316992.375000 Penalty: 905.031189
	Iteration 27Q: 3 clusters Score -1316992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1317005.750000 Penalty: 905.031189
	Iteration 28Q: 3 clusters Score -1317006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1317020.125000 Penalty: 905.031189
	Iteration 29Q: 3 clusters Score -1317020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1317028.875000 Penalty: 905.031189
	Iteration 30Q: 3 clusters Score -1317029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1317037.000000 Penalty: 905.031189
	Iteration 31Q: 3 clusters Score -1317037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1317039.250000 Penalty: 905.031189
	Iteration 32Q: 3 clusters Score -1317039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1317043.125000 Penalty: 905.031189
	Iteration 33Q: 3 clusters Score -1317043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1317045.125000 Penalty: 905.031189
	Iteration 34Q: 3 clusters Score -1317045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1317046.000000 Penalty: 905.031189
	Iteration 35Q: 3 clusters Score -1317046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1317050.750000 Penalty: 905.031189
	Iteration 36Q: 3 clusters Score -1317051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1317052.000000 Penalty: 905.031189
	Iteration 37Q: 3 clusters Score -1317052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1317053.500000 Penalty: 905.031189
	Iteration 38Q: 3 clusters Score -1317054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1317057.125000 Penalty: 905.031189
	Iteration 39Q: 3 clusters Score -1317057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -1317057.875000 Penalty: 905.031189
	Iteration 40F: 3 clusters Score -1317058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1317058.375000 Penalty: 905.031189
	Iteration 41Q: 3 clusters Score -1317058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1317058.375000 Penalty: 905.031189
	Iteration 42F: 3 clusters Score -1317058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Entering Unmasked Estep 
Score: -99706.187500 Penalty: 334.681671
	Iteration 0F: 2 clusters Score -99706.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -98523.171875 Penalty: 669.363342
	Iteration 0F: 3 clusters Score -98523.17 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -98907.593750 Penalty: 669.363342
	Iteration 1F: 3 clusters Score -98907.59 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -98958.265625 Penalty: 669.363342
	Iteration 2F: 3 clusters Score -98958.27 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -98995.875000 Penalty: 669.363342
	Iteration 3Q: 3 clusters Score -98995.88 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -99039.289062 Penalty: 669.363342
	Iteration 4Q: 3 clusters Score -99039.29 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -99081.585938 Penalty: 669.363342
	Iteration 5Q: 3 clusters Score -99081.59 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -99127.992188 Penalty: 669.363342
	Iteration 6Q: 3 clusters Score -99127.99 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -99171.679688 Penalty: 669.363342
	Iteration 7Q: 3 clusters Score -99171.68 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -99224.000000 Penalty: 669.363342
	Iteration 8Q: 3 clusters Score -99224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -99283.773438 Penalty: 669.363342
	Iteration 9Q: 3 clusters Score -99283.77 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -99343.859375 Penalty: 669.363342
	Iteration 10Q: 3 clusters Score -99343.86 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -99385.976562 Penalty: 669.363342
	Iteration 11Q: 3 clusters Score -99385.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -99412.343750 Penalty: 669.363342
	Iteration 12Q: 3 clusters Score -99412.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -99420.695312 Penalty: 669.363342
	Iteration 13Q: 3 clusters Score -99420.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -99427.601562 Penalty: 669.363342
	Iteration 14Q: 3 clusters Score -99427.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -99436.320312 Penalty: 669.363342
	Iteration 15Q: 3 clusters Score -99436.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -99444.414062 Penalty: 669.363342
	Iteration 16Q: 3 clusters Score -99444.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -99447.195312 Penalty: 669.363342
	Iteration 17Q: 3 clusters Score -99447.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -99448.523438 Penalty: 669.363342
	Iteration 18Q: 3 clusters Score -99448.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -99453.218750 Penalty: 669.363342
	Iteration 19Q: 3 clusters Score -99453.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -99455.773438 Penalty: 669.363342
	Iteration 20F: 3 clusters Score -99455.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -99460.078125 Penalty: 669.363342
	Iteration 21Q: 3 clusters Score -99460.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -99461.250000 Penalty: 669.363342
	Iteration 22Q: 3 clusters Score -99461.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -99461.250000 Penalty: 669.363342
	Iteration 23F: 3 clusters Score -99461.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Entering Unmasked Estep 
Score: -134002.906250 Penalty: 348.427856
	Iteration 0F: 2 clusters Score -134002.9 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 1120 members 
Entering Unmasked Estep 
Score: -132486.843750 Penalty: 696.855713
	Iteration 0F: 3 clusters Score -132486.8 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -133038.953125 Penalty: 696.855713
	Iteration 1F: 3 clusters Score -133039 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -133151.109375 Penalty: 696.855713
	Iteration 2F: 3 clusters Score -133151.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -133315.921875 Penalty: 696.855713
	Iteration 3F: 3 clusters Score -133315.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -133459.250000 Penalty: 696.855713
	Iteration 4F: 3 clusters Score -133459.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -133562.109375 Penalty: 696.855713
	Iteration 5F: 3 clusters Score -133562.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -133612.265625 Penalty: 696.855713
	Iteration 6Q: 3 clusters Score -133612.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -133642.843750 Penalty: 696.855713
	Iteration 7Q: 3 clusters Score -133642.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -133670.359375 Penalty: 696.855713
	Iteration 8Q: 3 clusters Score -133670.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -133698.125000 Penalty: 696.855713
	Iteration 9Q: 3 clusters Score -133698.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -133715.453125 Penalty: 696.855713
	Iteration 10Q: 3 clusters Score -133715.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -133725.828125 Penalty: 696.855713
	Iteration 11Q: 3 clusters Score -133725.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -133736.468750 Penalty: 696.855713
	Iteration 12Q: 3 clusters Score -133736.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -133746.687500 Penalty: 696.855713
	Iteration 13Q: 3 clusters Score -133746.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -133759.531250 Penalty: 696.855713
	Iteration 14Q: 3 clusters Score -133759.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -133772.968750 Penalty: 696.855713
	Iteration 15Q: 3 clusters Score -133773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -133788.406250 Penalty: 696.855713
	Iteration 16Q: 3 clusters Score -133788.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -133806.593750 Penalty: 696.855713
	Iteration 17Q: 3 clusters Score -133806.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -133817.859375 Penalty: 696.855713
	Iteration 18Q: 3 clusters Score -133817.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -133834.421875 Penalty: 696.855713
	Iteration 19Q: 3 clusters Score -133834.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -133851.375000 Penalty: 696.855713
	Iteration 20F: 3 clusters Score -133851.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -133867.062500 Penalty: 696.855713
	Iteration 21Q: 3 clusters Score -133867.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -133882.687500 Penalty: 696.855713
	Iteration 22Q: 3 clusters Score -133882.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -133900.421875 Penalty: 696.855713
	Iteration 23Q: 3 clusters Score -133900.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -133911.406250 Penalty: 696.855713
	Iteration 24Q: 3 clusters Score -133911.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -133920.890625 Penalty: 696.855713
	Iteration 25Q: 3 clusters Score -133920.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -133925.765625 Penalty: 696.855713
	Iteration 26Q: 3 clusters Score -133925.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -133927.921875 Penalty: 696.855713
	Iteration 27Q: 3 clusters Score -133927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -133928.296875 Penalty: 696.855713
	Iteration 28Q: 3 clusters Score -133928.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -133928.671875 Penalty: 696.855713
	Iteration 29Q: 3 clusters Score -133928.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -133928.625000 Penalty: 696.855713
	Iteration 30Q: 3 clusters Score -133928.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -133928.781250 Penalty: 696.855713
	Iteration 31Q: 3 clusters Score -133928.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -133928.781250 Penalty: 696.855713
	Iteration 32F: 3 clusters Score -133928.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -13538.656250 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -13538.66 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 120 members 
Entering Unmasked Estep 
Score: -13207.845703 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -13207.85 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13334.924805 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -13334.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13373.757812 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -13373.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13384.481445 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -13384.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13412.390625 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -13412.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13415.581055 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -13415.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13416.348633 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -13416.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13416.348633 Penalty: 506.719360
	Iteration 7F: 3 clusters Score -13416.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Entering Unmasked Estep 
Score: -264232.406250 Penalty: 378.702087
	Iteration 0F: 2 clusters Score -264232.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -261429.437500 Penalty: 757.404175
	Iteration 0F: 3 clusters Score -261429.4 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -262474.343750 Penalty: 757.404175
	Iteration 1F: 3 clusters Score -262474.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -262656.375000 Penalty: 757.404175
	Iteration 2F: 3 clusters Score -262656.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -262886.093750 Penalty: 757.404175
	Iteration 3F: 3 clusters Score -262886.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -263137.750000 Penalty: 757.404175
	Iteration 4F: 3 clusters Score -263137.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -263355.062500 Penalty: 757.404175
	Iteration 5F: 3 clusters Score -263355.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -263542.906250 Penalty: 757.404175
	Iteration 6Q: 3 clusters Score -263542.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -263670.937500 Penalty: 757.404175
	Iteration 7Q: 3 clusters Score -263670.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -263753.312500 Penalty: 757.404175
	Iteration 8Q: 3 clusters Score -263753.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -263792.875000 Penalty: 757.404175
	Iteration 9Q: 3 clusters Score -263792.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -263825.656250 Penalty: 757.404175
	Iteration 10Q: 3 clusters Score -263825.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -263845.406250 Penalty: 757.404175
	Iteration 11Q: 3 clusters Score -263845.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -263863.437500 Penalty: 757.404175
	Iteration 12Q: 3 clusters Score -263863.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -263870.562500 Penalty: 757.404175
	Iteration 13Q: 3 clusters Score -263870.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -263879.593750 Penalty: 757.404175
	Iteration 14Q: 3 clusters Score -263879.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -263889.562500 Penalty: 757.404175
	Iteration 15Q: 3 clusters Score -263889.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -263898.093750 Penalty: 757.404175
	Iteration 16Q: 3 clusters Score -263898.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -263904.656250 Penalty: 757.404175
	Iteration 17Q: 3 clusters Score -263904.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -263907.656250 Penalty: 757.404175
	Iteration 18Q: 3 clusters Score -263907.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -263909.625000 Penalty: 757.404175
	Iteration 19Q: 3 clusters Score -263909.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -263910.625000 Penalty: 757.404175
	Iteration 20F: 3 clusters Score -263910.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -263910.781250 Penalty: 757.404175
	Iteration 21Q: 3 clusters Score -263910.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -263910.781250 Penalty: 757.404175
	Iteration 22F: 3 clusters Score -263910.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -42033.933594 Penalty: 302.705261
	Iteration 0F: 2 clusters Score -42033.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -41373.519531 Penalty: 605.410522
	Iteration 0F: 3 clusters Score -41373.52 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -41581.117188 Penalty: 605.410522
	Iteration 1F: 3 clusters Score -41581.12 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -41652.066406 Penalty: 605.410522
	Iteration 2F: 3 clusters Score -41652.07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -41696.921875 Penalty: 605.410522
	Iteration 3F: 3 clusters Score -41696.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -41724.355469 Penalty: 605.410522
	Iteration 4F: 3 clusters Score -41724.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -41744.128906 Penalty: 605.410522
	Iteration 5Q: 3 clusters Score -41744.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -41752.945312 Penalty: 605.410522
	Iteration 6Q: 3 clusters Score -41752.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -41757.746094 Penalty: 605.410522
	Iteration 7Q: 3 clusters Score -41757.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -41760.167969 Penalty: 605.410522
	Iteration 8Q: 3 clusters Score -41760.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -41763.843750 Penalty: 605.410522
	Iteration 9Q: 3 clusters Score -41763.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -41765.968750 Penalty: 605.410522
	Iteration 10Q: 3 clusters Score -41765.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -41767.320312 Penalty: 605.410522
	Iteration 11Q: 3 clusters Score -41767.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -41768.425781 Penalty: 605.410522
	Iteration 12Q: 3 clusters Score -41768.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -41769.867188 Penalty: 605.410522
	Iteration 13Q: 3 clusters Score -41769.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -41772.261719 Penalty: 605.410522
	Iteration 14Q: 3 clusters Score -41772.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -41774.988281 Penalty: 605.410522
	Iteration 15Q: 3 clusters Score -41774.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -41776.691406 Penalty: 605.410522
	Iteration 16Q: 3 clusters Score -41776.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -41779.289062 Penalty: 605.410522
	Iteration 17Q: 3 clusters Score -41779.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -41781.074219 Penalty: 605.410522
	Iteration 18Q: 3 clusters Score -41781.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -41782.929688 Penalty: 605.410522
	Iteration 19Q: 3 clusters Score -41782.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -41783.664062 Penalty: 605.410522
	Iteration 20F: 3 clusters Score -41783.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Entering Unmasked Estep 
Score: -74053.718750 Penalty: 323.536682
	Iteration 0F: 2 clusters Score -74053.72 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 616 members 
Entering Unmasked Estep 
Score: -73123.085938 Penalty: 647.073364
	Iteration 0F: 3 clusters Score -73123.09 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -73419.765625 Penalty: 647.073364
	Iteration 1F: 3 clusters Score -73419.77 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -73484.578125 Penalty: 647.073364
	Iteration 2F: 3 clusters Score -73484.58 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -73539.359375 Penalty: 647.073364
	Iteration 3F: 3 clusters Score -73539.36 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -73577.468750 Penalty: 647.073364
	Iteration 4Q: 3 clusters Score -73577.47 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -73625.109375 Penalty: 647.073364
	Iteration 5Q: 3 clusters Score -73625.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -73665.843750 Penalty: 647.073364
	Iteration 6Q: 3 clusters Score -73665.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -73704.281250 Penalty: 647.073364
	Iteration 7Q: 3 clusters Score -73704.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -73734.281250 Penalty: 647.073364
	Iteration 8Q: 3 clusters Score -73734.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -73755.671875 Penalty: 647.073364
	Iteration 9Q: 3 clusters Score -73755.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -73767.507812 Penalty: 647.073364
	Iteration 10Q: 3 clusters Score -73767.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -73776.101562 Penalty: 647.073364
	Iteration 11Q: 3 clusters Score -73776.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -73787.007812 Penalty: 647.073364
	Iteration 12Q: 3 clusters Score -73787.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -73800.171875 Penalty: 647.073364
	Iteration 13Q: 3 clusters Score -73800.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -73806.390625 Penalty: 647.073364
	Iteration 14Q: 3 clusters Score -73806.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -73811.109375 Penalty: 647.073364
	Iteration 15Q: 3 clusters Score -73811.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -73813.132812 Penalty: 647.073364
	Iteration 16Q: 3 clusters Score -73813.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -73817.601562 Penalty: 647.073364
	Iteration 17Q: 3 clusters Score -73817.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -73821.468750 Penalty: 647.073364
	Iteration 18Q: 3 clusters Score -73821.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -73823.859375 Penalty: 647.073364
	Iteration 19Q: 3 clusters Score -73823.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -73827.929688 Penalty: 647.073364
	Iteration 20F: 3 clusters Score -73827.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -73835.500000 Penalty: 647.073364
	Iteration 21Q: 3 clusters Score -73835.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -73839.781250 Penalty: 647.073364
	Iteration 22Q: 3 clusters Score -73839.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -73844.843750 Penalty: 647.073364
	Iteration 23Q: 3 clusters Score -73844.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -73848.382812 Penalty: 647.073364
	Iteration 24Q: 3 clusters Score -73848.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -73849.929688 Penalty: 647.073364
	Iteration 25Q: 3 clusters Score -73849.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -73850.429688 Penalty: 647.073364
	Iteration 26Q: 3 clusters Score -73850.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -73850.570312 Penalty: 647.073364
	Iteration 27Q: 3 clusters Score -73850.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -73850.570312 Penalty: 647.073364
	Iteration 28F: 3 clusters Score -73850.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Entering Unmasked Estep 
Score: -1147880.375000 Penalty: 446.898804
	Iteration 0F: 2 clusters Score -1147880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1135633.500000 Penalty: 893.797607
	Iteration 0F: 3 clusters Score -1135634 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1141015.250000 Penalty: 893.797607
	Iteration 1F: 3 clusters Score -1141015 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1141806.125000 Penalty: 893.797607
	Iteration 2F: 3 clusters Score -1141806 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1142873.750000 Penalty: 893.797607
	Iteration 3F: 3 clusters Score -1142874 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1144108.375000 Penalty: 893.797607
	Iteration 4F: 3 clusters Score -1144108 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1145220.500000 Penalty: 893.797607
	Iteration 5F: 3 clusters Score -1145220 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1146012.625000 Penalty: 893.797607
	Iteration 6Q: 3 clusters Score -1146013 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -1146481.375000 Penalty: 893.797607
	Iteration 7Q: 3 clusters Score -1146481 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1146814.500000 Penalty: 893.797607
	Iteration 8Q: 3 clusters Score -1146814 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -1147058.125000 Penalty: 893.797607
	Iteration 9Q: 3 clusters Score -1147058 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -1147210.625000 Penalty: 893.797607
	Iteration 10Q: 3 clusters Score -1147211 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -1147309.500000 Penalty: 893.797607
	Iteration 11Q: 3 clusters Score -1147310 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -1147378.375000 Penalty: 893.797607
	Iteration 12Q: 3 clusters Score -1147378 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -1147418.625000 Penalty: 893.797607
	Iteration 13Q: 3 clusters Score -1147419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -1147440.750000 Penalty: 893.797607
	Iteration 14Q: 3 clusters Score -1147441 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -1147459.750000 Penalty: 893.797607
	Iteration 15Q: 3 clusters Score -1147460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1147475.125000 Penalty: 893.797607
	Iteration 16Q: 3 clusters Score -1147475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -1147483.875000 Penalty: 893.797607
	Iteration 17Q: 3 clusters Score -1147484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -1147487.125000 Penalty: 893.797607
	Iteration 18Q: 3 clusters Score -1147487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -1147489.125000 Penalty: 893.797607
	Iteration 19Q: 3 clusters Score -1147489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -1147488.750000 Penalty: 893.797607
	Iteration 20F: 3 clusters Score -1147489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -40123.316406 Penalty: 298.009094
	Iteration 0F: 2 clusters Score -40123.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -39515.937500 Penalty: 596.018188
	Iteration 0F: 3 clusters Score -39515.94 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -39666.601562 Penalty: 596.018188
	Iteration 1F: 3 clusters Score -39666.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -39722.261719 Penalty: 596.018188
	Iteration 2F: 3 clusters Score -39722.26 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -39770.929688 Penalty: 596.018188
	Iteration 3F: 3 clusters Score -39770.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -39806.503906 Penalty: 596.018188
	Iteration 4Q: 3 clusters Score -39806.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -39838.578125 Penalty: 596.018188
	Iteration 5Q: 3 clusters Score -39838.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -39855.351562 Penalty: 596.018188
	Iteration 6Q: 3 clusters Score -39855.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -39864.839844 Penalty: 596.018188
	Iteration 7Q: 3 clusters Score -39864.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -39867.828125 Penalty: 596.018188
	Iteration 8Q: 3 clusters Score -39867.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -39871.687500 Penalty: 596.018188
	Iteration 9Q: 3 clusters Score -39871.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -39875.648438 Penalty: 596.018188
	Iteration 10Q: 3 clusters Score -39875.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -39881.308594 Penalty: 596.018188
	Iteration 11Q: 3 clusters Score -39881.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -39886.003906 Penalty: 596.018188
	Iteration 12Q: 3 clusters Score -39886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -39888.375000 Penalty: 596.018188
	Iteration 13Q: 3 clusters Score -39888.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -39888.375000 Penalty: 596.018188
	Iteration 14F: 3 clusters Score -39888.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Entering Unmasked Estep 
Score: -2511043.500000 Penalty: 479.315796
	Iteration 0F: 2 clusters Score -2511044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2485915.750000 Penalty: 958.631592
	Iteration 0F: 3 clusters Score -2485916 nChanged 18199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2497041.250000 Penalty: 958.631592
	Iteration 1F: 3 clusters Score -2497041 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2497530.000000 Penalty: 958.631592
	Iteration 2Q: 3 clusters Score -2497530 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2498007.000000 Penalty: 958.631592
	Iteration 3Q: 3 clusters Score -2498007 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2498490.750000 Penalty: 958.631592
	Iteration 4Q: 3 clusters Score -2498491 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2498934.500000 Penalty: 958.631592
	Iteration 5Q: 3 clusters Score -2498934 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2499401.500000 Penalty: 958.631592
	Iteration 6Q: 3 clusters Score -2499402 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -2499957.000000 Penalty: 958.631592
	Iteration 7Q: 3 clusters Score -2499957 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -2500714.500000 Penalty: 958.631592
	Iteration 8Q: 3 clusters Score -2500714 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -2501763.000000 Penalty: 958.631592
	Iteration 9F: 3 clusters Score -2501763 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -2503275.750000 Penalty: 958.631592
	Iteration 10F: 3 clusters Score -2503276 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -2505149.000000 Penalty: 958.631592
	Iteration 11F: 3 clusters Score -2505149 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -2507103.500000 Penalty: 958.631592
	Iteration 12F: 3 clusters Score -2507104 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -2508684.250000 Penalty: 958.631592
	Iteration 13F: 3 clusters Score -2508684 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -2509694.500000 Penalty: 958.631592
	Iteration 14Q: 3 clusters Score -2509694 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -2510216.250000 Penalty: 958.631592
	Iteration 15Q: 3 clusters Score -2510216 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -2510455.750000 Penalty: 958.631592
	Iteration 16Q: 3 clusters Score -2510456 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -2510539.750000 Penalty: 958.631592
	Iteration 17Q: 3 clusters Score -2510540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -2510573.750000 Penalty: 958.631592
	Iteration 18Q: 3 clusters Score -2510574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -2510600.500000 Penalty: 958.631592
	Iteration 19Q: 3 clusters Score -2510600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -2510613.750000 Penalty: 958.631592
	Iteration 20F: 3 clusters Score -2510614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -2510623.500000 Penalty: 958.631592
	Iteration 21Q: 3 clusters Score -2510624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -2510619.750000 Penalty: 958.631592
	Iteration 22Q: 3 clusters Score -2510620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -2510627.000000 Penalty: 958.631592
	Iteration 23Q: 3 clusters Score -2510627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -2510623.250000 Penalty: 958.631592
	Iteration 24Q: 3 clusters Score -2510623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -2510631.500000 Penalty: 958.631592
	Iteration 25Q: 3 clusters Score -2510632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -2510636.750000 Penalty: 958.631592
	Iteration 26Q: 3 clusters Score -2510637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -2510636.750000 Penalty: 958.631592
	Iteration 27Q: 3 clusters Score -2510637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -2510636.750000 Penalty: 958.631592
	Iteration 28F: 3 clusters Score -2510637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Entering Unmasked Estep 
Score: -2260750.000000 Penalty: 479.176392
	Iteration 0F: 2 clusters Score -2260750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2235466.500000 Penalty: 958.352783
	Iteration 0F: 3 clusters Score -2235466 nChanged 18231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2246067.500000 Penalty: 958.352783
	Iteration 1F: 3 clusters Score -2246068 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2246438.000000 Penalty: 958.352783
	Iteration 2Q: 3 clusters Score -2246438 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2246815.250000 Penalty: 958.352783
	Iteration 3Q: 3 clusters Score -2246815 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2247305.250000 Penalty: 958.352783
	Iteration 4Q: 3 clusters Score -2247305 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2247972.500000 Penalty: 958.352783
	Iteration 5Q: 3 clusters Score -2247972 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2248904.500000 Penalty: 958.352783
	Iteration 6F: 3 clusters Score -2248904 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2250293.500000 Penalty: 958.352783
	Iteration 7F: 3 clusters Score -2250294 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2252222.250000 Penalty: 958.352783
	Iteration 8F: 3 clusters Score -2252222 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2254641.000000 Penalty: 958.352783
	Iteration 9F: 3 clusters Score -2254641 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2257092.000000 Penalty: 958.352783
	Iteration 10F: 3 clusters Score -2257092 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2258874.250000 Penalty: 958.352783
	Iteration 11Q: 3 clusters Score -2258874 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2259772.250000 Penalty: 958.352783
	Iteration 12Q: 3 clusters Score -2259772 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2260129.000000 Penalty: 958.352783
	Iteration 13Q: 3 clusters Score -2260129 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2260253.500000 Penalty: 958.352783
	Iteration 14Q: 3 clusters Score -2260254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2260293.750000 Penalty: 958.352783
	Iteration 15Q: 3 clusters Score -2260294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2260309.500000 Penalty: 958.352783
	Iteration 16Q: 3 clusters Score -2260310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -2260319.500000 Penalty: 958.352783
	Iteration 17Q: 3 clusters Score -2260320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -2260323.750000 Penalty: 958.352783
	Iteration 18Q: 3 clusters Score -2260324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -2260330.750000 Penalty: 958.352783
	Iteration 19Q: 3 clusters Score -2260331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2260335.500000 Penalty: 958.352783
	Iteration 20F: 3 clusters Score -2260336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -2260336.750000 Penalty: 958.352783
	Iteration 21Q: 3 clusters Score -2260337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -2260342.000000 Penalty: 958.352783
	Iteration 22Q: 3 clusters Score -2260342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2260341.250000 Penalty: 958.352783
	Iteration 23Q: 3 clusters Score -2260341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2260341.250000 Penalty: 958.352783
	Iteration 24F: 3 clusters Score -2260341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -17416.464844 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -17416.46 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 182 members 
Entering Unmasked Estep 
Score: -17053.582031 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -17053.58 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17152.406250 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -17152.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17184.451172 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -17184.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17196.894531 Penalty: 534.873962
	Iteration 3Q: 3 clusters Score -17196.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17198.933594 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -17198.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17201.142578 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -17201.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17201.382812 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -17201.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17201.382812 Penalty: 534.873962
	Iteration 7F: 3 clusters Score -17201.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Entering Unmasked Estep 
Score: -525263.000000 Penalty: 408.820648
	Iteration 0F: 2 clusters Score -525263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -519916.687500 Penalty: 817.641296
	Iteration 0F: 3 clusters Score -519916.7 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -522081.406250 Penalty: 817.641296
	Iteration 1F: 3 clusters Score -522081.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -522353.968750 Penalty: 817.641296
	Iteration 2F: 3 clusters Score -522354 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -522758.093750 Penalty: 817.641296
	Iteration 3F: 3 clusters Score -522758.1 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -523268.406250 Penalty: 817.641296
	Iteration 4F: 3 clusters Score -523268.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -523833.406250 Penalty: 817.641296
	Iteration 5F: 3 clusters Score -523833.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -524316.375000 Penalty: 817.641296
	Iteration 6F: 3 clusters Score -524316.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -524636.750000 Penalty: 817.641296
	Iteration 7Q: 3 clusters Score -524636.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -524810.062500 Penalty: 817.641296
	Iteration 8Q: 3 clusters Score -524810.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -524874.875000 Penalty: 817.641296
	Iteration 9Q: 3 clusters Score -524874.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -524900.375000 Penalty: 817.641296
	Iteration 10Q: 3 clusters Score -524900.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -524909.500000 Penalty: 817.641296
	Iteration 11Q: 3 clusters Score -524909.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -524918.437500 Penalty: 817.641296
	Iteration 12Q: 3 clusters Score -524918.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -524924.750000 Penalty: 817.641296
	Iteration 13Q: 3 clusters Score -524924.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -524928.187500 Penalty: 817.641296
	Iteration 14Q: 3 clusters Score -524928.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -524931.750000 Penalty: 817.641296
	Iteration 15Q: 3 clusters Score -524931.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -524936.125000 Penalty: 817.641296
	Iteration 16Q: 3 clusters Score -524936.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -524942.250000 Penalty: 817.641296
	Iteration 17Q: 3 clusters Score -524942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -524942.875000 Penalty: 817.641296
	Iteration 18Q: 3 clusters Score -524942.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -524945.625000 Penalty: 817.641296
	Iteration 19Q: 3 clusters Score -524945.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -524949.625000 Penalty: 817.641296
	Iteration 20F: 3 clusters Score -524949.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -524950.000000 Penalty: 817.641296
	Iteration 21Q: 3 clusters Score -524950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -524950.000000 Penalty: 817.641296
	Iteration 22F: 3 clusters Score -524950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -38133.441406 Penalty: 298.462494
	Iteration 0F: 2 clusters Score -38133.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -37509.035156 Penalty: 596.924988
	Iteration 0F: 3 clusters Score -37509.04 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -37685.867188 Penalty: 596.924988
	Iteration 1F: 3 clusters Score -37685.87 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37719.472656 Penalty: 596.924988
	Iteration 2F: 3 clusters Score -37719.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -37740.464844 Penalty: 596.924988
	Iteration 3Q: 3 clusters Score -37740.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37761.093750 Penalty: 596.924988
	Iteration 4Q: 3 clusters Score -37761.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37799.726562 Penalty: 596.924988
	Iteration 5Q: 3 clusters Score -37799.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37836.789062 Penalty: 596.924988
	Iteration 6F: 3 clusters Score -37836.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -37856.585938 Penalty: 596.924988
	Iteration 7Q: 3 clusters Score -37856.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37871.300781 Penalty: 596.924988
	Iteration 8Q: 3 clusters Score -37871.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -37887.738281 Penalty: 596.924988
	Iteration 9Q: 3 clusters Score -37887.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37897.683594 Penalty: 596.924988
	Iteration 10Q: 3 clusters Score -37897.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37906.972656 Penalty: 596.924988
	Iteration 11Q: 3 clusters Score -37906.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37918.828125 Penalty: 596.924988
	Iteration 12Q: 3 clusters Score -37918.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37933.023438 Penalty: 596.924988
	Iteration 13Q: 3 clusters Score -37933.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37943.679688 Penalty: 596.924988
	Iteration 14Q: 3 clusters Score -37943.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37952.582031 Penalty: 596.924988
	Iteration 15Q: 3 clusters Score -37952.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37959.296875 Penalty: 596.924988
	Iteration 16Q: 3 clusters Score -37959.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37969.277344 Penalty: 596.924988
	Iteration 17Q: 3 clusters Score -37969.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37977.175781 Penalty: 596.924988
	Iteration 18Q: 3 clusters Score -37977.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37985.128906 Penalty: 596.924988
	Iteration 19Q: 3 clusters Score -37985.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37995.757812 Penalty: 596.924988
	Iteration 20F: 3 clusters Score -37995.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38000.535156 Penalty: 596.924988
	Iteration 21Q: 3 clusters Score -38000.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38004.875000 Penalty: 596.924988
	Iteration 22Q: 3 clusters Score -38004.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38008.750000 Penalty: 596.924988
	Iteration 23Q: 3 clusters Score -38008.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38009.726562 Penalty: 596.924988
	Iteration 24Q: 3 clusters Score -38009.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38009.929688 Penalty: 596.924988
	Iteration 25Q: 3 clusters Score -38009.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38009.929688 Penalty: 596.924988
	Iteration 26F: 3 clusters Score -38009.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -14799.321289 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -14799.32 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 124 members 
Entering Unmasked Estep 
Score: -14465.312500 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -14465.31 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14547.487305 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -14547.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14567.027344 Penalty: 509.792816
	Iteration 2Q: 3 clusters Score -14567.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14582.697266 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -14582.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14589.110352 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -14589.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14589.280273 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -14589.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14591.900391 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -14591.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14597.268555 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -14597.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14603.606445 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -14603.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14614.647461 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -14614.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14625.707031 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -14625.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14632.259766 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -14632.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14645.265625 Penalty: 509.792816
	Iteration 12Q: 3 clusters Score -14645.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14653.873047 Penalty: 509.792816
	Iteration 13Q: 3 clusters Score -14653.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14660.268555 Penalty: 509.792816
	Iteration 14Q: 3 clusters Score -14660.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14661.255859 Penalty: 509.792816
	Iteration 15Q: 3 clusters Score -14661.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14661.734375 Penalty: 509.792816
	Iteration 16Q: 3 clusters Score -14661.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14661.734375 Penalty: 509.792816
	Iteration 17F: 3 clusters Score -14661.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (81615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Entering Unmasked Estep 
Score: -5329921.000000 Penalty: 514.594482
	Iteration 0F: 2 clusters Score -5329921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -5275855.000000 Penalty: 1029.188965
	Iteration 0F: 3 clusters Score -5275855 nChanged 39743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -5302400.000000 Penalty: 1029.188965
	Iteration 1F: 3 clusters Score -5302400 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -5307342.000000 Penalty: 1029.188965
	Iteration 2F: 3 clusters Score -5307342 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -5316360.000000 Penalty: 1029.188965
	Iteration 3F: 3 clusters Score -5316360 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -5325504.500000 Penalty: 1029.188965
	Iteration 4F: 3 clusters Score -5325504 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -5328460.500000 Penalty: 1029.188965
	Iteration 5F: 3 clusters Score -5328460 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -5329374.000000 Penalty: 1029.188965
	Iteration 6Q: 3 clusters Score -5329374 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -5329749.000000 Penalty: 1029.188965
	Iteration 7Q: 3 clusters Score -5329749 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -5329988.000000 Penalty: 1029.188965
	Iteration 8Q: 3 clusters Score -5329988 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -5330070.500000 Penalty: 1029.188965
	Iteration 9Q: 3 clusters Score -5330070 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -5330115.000000 Penalty: 1029.188965
	Iteration 10Q: 3 clusters Score -5330115 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -5330123.000000 Penalty: 1029.188965
	Iteration 11Q: 3 clusters Score -5330123 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -5330193.500000 Penalty: 1029.188965
	Iteration 12Q: 3 clusters Score -5330194 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -5330193.500000 Penalty: 1029.188965
	Iteration 13Q: 3 clusters Score -5330194 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -5330192.000000 Penalty: 1029.188965
	Iteration 14Q: 3 clusters Score -5330192 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -5330236.500000 Penalty: 1029.188965
	Iteration 15Q: 3 clusters Score -5330236 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -5330271.000000 Penalty: 1029.188965
	Iteration 16Q: 3 clusters Score -5330271 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -5330262.000000 Penalty: 1029.188965
	Iteration 17Q: 3 clusters Score -5330262 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -5330286.500000 Penalty: 1029.188965
	Iteration 18Q: 3 clusters Score -5330286 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -5330359.000000 Penalty: 1029.188965
	Iteration 19Q: 3 clusters Score -5330359 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -5330454.500000 Penalty: 1029.188965
	Iteration 20F: 3 clusters Score -5330454 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -5330483.500000 Penalty: 1029.188965
	Iteration 21Q: 3 clusters Score -5330484 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -5330547.500000 Penalty: 1029.188965
	Iteration 22Q: 3 clusters Score -5330548 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -5330541.500000 Penalty: 1029.188965
	Iteration 23Q: 3 clusters Score -5330542 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -5330548.000000 Penalty: 1029.188965
	Iteration 24Q: 3 clusters Score -5330548 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -5330544.500000 Penalty: 1029.188965
	Iteration 25Q: 3 clusters Score -5330544 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -5330543.500000 Penalty: 1029.188965
	Iteration 26Q: 3 clusters Score -5330544 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -5330520.500000 Penalty: 1029.188965
	Iteration 27Q: 3 clusters Score -5330520 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -5330494.500000 Penalty: 1029.188965
	Iteration 28Q: 3 clusters Score -5330494 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -5330480.500000 Penalty: 1029.188965
	Iteration 29Q: 3 clusters Score -5330480 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -5330466.500000 Penalty: 1029.188965
	Iteration 30Q: 3 clusters Score -5330466 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -5330449.500000 Penalty: 1029.188965
	Iteration 31Q: 3 clusters Score -5330450 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -5330430.000000 Penalty: 1029.188965
	Iteration 32Q: 3 clusters Score -5330430 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -5330424.500000 Penalty: 1029.188965
	Iteration 33Q: 3 clusters Score -5330424 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -5330381.000000 Penalty: 1029.188965
	Iteration 34Q: 3 clusters Score -5330381 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -5330351.000000 Penalty: 1029.188965
	Iteration 35Q: 3 clusters Score -5330351 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -5330331.500000 Penalty: 1029.188965
	Iteration 36Q: 3 clusters Score -5330332 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -5330309.000000 Penalty: 1029.188965
	Iteration 37Q: 3 clusters Score -5330309 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -5330265.000000 Penalty: 1029.188965
	Iteration 38Q: 3 clusters Score -5330265 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -5330222.500000 Penalty: 1029.188965
	Iteration 39Q: 3 clusters Score -5330222 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -5330206.000000 Penalty: 1029.188965
	Iteration 40F: 3 clusters Score -5330206 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -5330168.000000 Penalty: 1029.188965
	Iteration 41Q: 3 clusters Score -5330168 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -5330153.000000 Penalty: 1029.188965
	Iteration 42Q: 3 clusters Score -5330153 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -5330085.500000 Penalty: 1029.188965
	Iteration 43Q: 3 clusters Score -5330086 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -5330080.500000 Penalty: 1029.188965
	Iteration 44Q: 3 clusters Score -5330080 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -5330033.500000 Penalty: 1029.188965
	Iteration 45Q: 3 clusters Score -5330034 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -5329988.500000 Penalty: 1029.188965
	Iteration 46Q: 3 clusters Score -5329988 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -5330022.500000 Penalty: 1029.188965
	Iteration 47Q: 3 clusters Score -5330022 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -5329996.000000 Penalty: 1029.188965
	Iteration 48Q: 3 clusters Score -5329996 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 52727 members 
Entering Unmasked Estep 
Score: -5329965.000000 Penalty: 1029.188965
	Iteration 49Q: 3 clusters Score -5329965 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -5329988.000000 Penalty: 1029.188965
	Iteration 50Q: 3 clusters Score -5329988 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -5329945.000000 Penalty: 1029.188965
	Iteration 51Q: 3 clusters Score -5329945 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -5329932.500000 Penalty: 1029.188965
	Iteration 52Q: 3 clusters Score -5329932 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 54864 members 
Entering Unmasked Estep 
Score: -5329912.500000 Penalty: 1029.188965
	Iteration 53Q: 3 clusters Score -5329912 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 55367 members 
Entering Unmasked Estep 
Score: -5329892.000000 Penalty: 1029.188965
	Iteration 54Q: 3 clusters Score -5329892 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 55849 members 
Entering Unmasked Estep 
Score: -5329851.000000 Penalty: 1029.188965
	Iteration 55Q: 3 clusters Score -5329851 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -5329834.000000 Penalty: 1029.188965
	Iteration 56Q: 3 clusters Score -5329834 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -5329814.000000 Penalty: 1029.188965
	Iteration 57Q: 3 clusters Score -5329814 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
Score: -5329796.000000 Penalty: 1029.188965
	Iteration 58Q: 3 clusters Score -5329796 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 57481 members 
Entering Unmasked Estep 
Score: -5329774.000000 Penalty: 1029.188965
	Iteration 59Q: 3 clusters Score -5329774 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -5329745.500000 Penalty: 1029.188965
	Iteration 60F: 3 clusters Score -5329746 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 58178 members 
Entering Unmasked Estep 
Score: -5329735.000000 Penalty: 1029.188965
	Iteration 61Q: 3 clusters Score -5329735 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 58648 members 
Entering Unmasked Estep 
Score: -5329749.000000 Penalty: 1029.188965
	Iteration 62Q: 3 clusters Score -5329749 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -5329727.000000 Penalty: 1029.188965
	Iteration 63Q: 3 clusters Score -5329727 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -5329685.000000 Penalty: 1029.188965
	Iteration 64Q: 3 clusters Score -5329685 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 60068 members 
Entering Unmasked Estep 
Score: -5329619.500000 Penalty: 1029.188965
	Iteration 65Q: 3 clusters Score -5329620 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 60445 members 
Entering Unmasked Estep 
Score: -5329580.000000 Penalty: 1029.188965
	Iteration 66Q: 3 clusters Score -5329580 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
Score: -5329554.000000 Penalty: 1029.188965
	Iteration 67Q: 3 clusters Score -5329554 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -5329505.000000 Penalty: 1029.188965
	Iteration 68Q: 3 clusters Score -5329505 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 61999 members 
Entering Unmasked Estep 
Score: -5329450.000000 Penalty: 1029.188965
	Iteration 69Q: 3 clusters Score -5329450 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 62557 members 
Entering Unmasked Estep 
Score: -5329456.000000 Penalty: 1029.188965
	Iteration 70Q: 3 clusters Score -5329456 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 63214 members 
Entering Unmasked Estep 
Score: -5329437.000000 Penalty: 1029.188965
	Iteration 71Q: 3 clusters Score -5329437 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -5329422.500000 Penalty: 1029.188965
	Iteration 72Q: 3 clusters Score -5329422 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 67589 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 68019 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5329304 nChanged 380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 68737 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 69055 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 69342 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 69609 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 69839 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 70026 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 70319 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 70418 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 70486 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5329232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 70542 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 70562 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5329216 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5329208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 70628 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5329217 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5329203 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5329194 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 70740 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 70756 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5329198 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 70817 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5329209 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 70879 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5329209 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 70932 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5329191 nChanged 55
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Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 70987 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5329176 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5329170 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 71141 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 71186 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 71239 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5329146 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 71296 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5329141 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 71349 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5329138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 71387 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5329144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 71431 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5329150 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 71496 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5329142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 71533 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5329132 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 71607 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5329144 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 71680 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5329126 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 71717 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 71745 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9835 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 71811 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5329102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 71848 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 71871 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5329100 nChanged 31
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Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 71900 members 
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	Iteration 123Q: 3 clusters Score -5329089 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9687 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9651 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 71983 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5329018 nChanged 69
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Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 72049 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5329014 nChanged 45
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Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5329008 nChanged 55
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Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 72077 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 72129 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 72159 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 72296 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 72382 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5328944 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 72484 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 72572 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 72809 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 72936 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 73074 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 73221 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 73400 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 73530 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 73709 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 73917 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 74144 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 74959 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 75270 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 75599 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 75916 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 76165 members 
Entering Unmasked Estep 
Score: -5329041.500000 Penalty: 1029.188965
	Iteration 154Q: 3 clusters Score -5329042 nChanged 229
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Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 76384 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5329140 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 76592 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 76776 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 76952 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 77127 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 77288 members 
Entering Unmasked Estep 
Score: -5329542.500000 Penalty: 1029.188965
	Iteration 160F: 3 clusters Score -5329542 nChanged 229
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Mstep: Class 1 contains 4196 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 77667 members 
Entering Unmasked Estep 
Score: -5329694.500000 Penalty: 1029.188965
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Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 77764 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5329742 nChanged 157
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Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -5329761.500000 Penalty: 1029.188965
	Iteration 165Q: 3 clusters Score -5329762 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 77950 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 78034 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 78112 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5329834 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 78185 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 78328 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5329874 nChanged 127
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Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 78468 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 78734 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 78808 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 78878 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5329919 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -5329927.000000 Penalty: 1029.188965
	Iteration 180F: 3 clusters Score -5329927 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5329926 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 79118 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5329934 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5329938 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 79200 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5329938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5329928 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 79254 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5329940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5329935 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 79287 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5329940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 79296 members 
Entering Unmasked Estep 
Score: -5329931.500000 Penalty: 1029.188965
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Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 79309 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5329932 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 79326 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5329938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 79350 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5329944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5329941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 79377 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5329950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 79390 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5329946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 79398 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5329952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 79414 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5329954 nChanged 19
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Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5329954 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 79419 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5329948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5329946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 79417 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5329950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 79424 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5329957 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 79416 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5329958 nChanged 36
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Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 79416 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5329958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 79412 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5329962 nChanged 40
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Mstep: Class 1 contains 2201 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5329964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5329966 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 79403 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5329964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 79405 members 
Entering Unmasked Estep 
Score: -5329959.000000 Penalty: 1029.188965
	Iteration 210Q: 3 clusters Score -5329959 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5329949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 79427 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5329953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 79430 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5329950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 79436 members 
Entering Unmasked Estep 
Score: -5329955.500000 Penalty: 1029.188965
	Iteration 214Q: 3 clusters Score -5329956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5329956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 79449 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -5329954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5329953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 79473 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5329960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 79490 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -5329956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 79500 members 
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	Iteration 220F: 3 clusters Score -5329954 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 79520 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5329956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 79532 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5329964 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5329966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
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	Iteration 224Q: 3 clusters Score -5329982 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 79553 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -5329982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 79549 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5329984 nChanged 20
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Mstep: Class 1 contains 2066 members 
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	Iteration 227Q: 3 clusters Score -5329980 nChanged 19
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Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -5329986 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2054 members 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -5329982 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 79572 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -5329978 nChanged 25
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Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 79595 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -5329973 nChanged 14
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Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 79601 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5329980 nChanged 13
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Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
Score: -5329979.500000 Penalty: 1029.188965
	Iteration 233Q: 3 clusters Score -5329980 nChanged 18
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Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 79624 members 
Entering Unmasked Estep 
Score: -5329976.500000 Penalty: 1029.188965
	Iteration 234Q: 3 clusters Score -5329976 nChanged 19
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Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -5329982 nChanged 19
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Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5329978 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 79659 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -5329985 nChanged 17
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Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 79670 members 
Entering Unmasked Estep 
Score: -5329983.500000 Penalty: 1029.188965
	Iteration 238Q: 3 clusters Score -5329984 nChanged 18
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Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -5329984 nChanged 13
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Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 79677 members 
Entering Unmasked Estep 
Score: -5329990.500000 Penalty: 1029.188965
	Iteration 240F: 3 clusters Score -5329990 nChanged 12
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Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 79685 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -5329982 nChanged 12
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Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 79681 members 
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	Iteration 242Q: 3 clusters Score -5329985 nChanged 7
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Mstep: Class 2 contains 79678 members 
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	Iteration 243Q: 3 clusters Score -5329984 nChanged 17
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	Iteration 244Q: 3 clusters Score -5329982 nChanged 19
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Mstep: Class 2 contains 79680 members 
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	Iteration 245Q: 3 clusters Score -5329972 nChanged 18
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Mstep: Class 1 contains 1935 members 
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	Iteration 246Q: 3 clusters Score -5329982 nChanged 18
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Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 79682 members 
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Score: -5329975.000000 Penalty: 1029.188965
	Iteration 247Q: 3 clusters Score -5329975 nChanged 17
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Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 79689 members 
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	Iteration 248Q: 3 clusters Score -5329978 nChanged 22
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Mstep: Class 2 contains 79697 members 
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	Iteration 249Q: 3 clusters Score -5329982 nChanged 19
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Mstep: Class 2 contains 79692 members 
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	Iteration 250Q: 3 clusters Score -5329983 nChanged 21
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	Iteration 251Q: 3 clusters Score -5329984 nChanged 25
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	Iteration 252Q: 3 clusters Score -5329998 nChanged 28
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Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -5329998 nChanged 27
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Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 79705 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -5330001 nChanged 26
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Mstep: Class 2 contains 79703 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -5330010 nChanged 28
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Mstep: Class 1 contains 1906 members 
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Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -5330004 nChanged 33
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Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -5330011 nChanged 18
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Entering Unmasked Estep 
Score: -5330019.500000 Penalty: 1029.188965
	Iteration 258Q: 3 clusters Score -5330020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 79717 members 
Entering Unmasked Estep 
Score: -5330024.000000 Penalty: 1029.188965
	Iteration 259Q: 3 clusters Score -5330024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 79716 members 
Entering Unmasked Estep 
Score: -5330026.500000 Penalty: 1029.188965
	Iteration 260F: 3 clusters Score -5330026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 79713 members 
Entering Unmasked Estep 
Score: -5330025.500000 Penalty: 1029.188965
	Iteration 261Q: 3 clusters Score -5330026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -5330027.000000 Penalty: 1029.188965
	Iteration 262Q: 3 clusters Score -5330027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 79720 members 
Entering Unmasked Estep 
Score: -5330027.000000 Penalty: 1029.188965
	Iteration 263Q: 3 clusters Score -5330027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 79720 members 
Entering Unmasked Estep 
Score: -5330018.500000 Penalty: 1029.188965
	Iteration 264Q: 3 clusters Score -5330018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 79723 members 
Entering Unmasked Estep 
Score: -5330020.000000 Penalty: 1029.188965
	Iteration 265Q: 3 clusters Score -5330020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 79730 members 
Entering Unmasked Estep 
Score: -5330018.500000 Penalty: 1029.188965
	Iteration 266Q: 3 clusters Score -5330018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 79737 members 
Entering Unmasked Estep 
Score: -5330020.500000 Penalty: 1029.188965
	Iteration 267Q: 3 clusters Score -5330020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 79742 members 
Entering Unmasked Estep 
Score: -5330028.000000 Penalty: 1029.188965
	Iteration 268Q: 3 clusters Score -5330028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -5330026.000000 Penalty: 1029.188965
	Iteration 269Q: 3 clusters Score -5330026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 79740 members 
Entering Unmasked Estep 
Score: -5330029.500000 Penalty: 1029.188965
	Iteration 270Q: 3 clusters Score -5330030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 79739 members 
Entering Unmasked Estep 
Score: -5330025.000000 Penalty: 1029.188965
	Iteration 271Q: 3 clusters Score -5330025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -5330029.500000 Penalty: 1029.188965
	Iteration 272Q: 3 clusters Score -5330030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 79740 members 
Entering Unmasked Estep 
Score: -5330029.500000 Penalty: 1029.188965
	Iteration 273Q: 3 clusters Score -5330030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -5330027.500000 Penalty: 1029.188965
	Iteration 274Q: 3 clusters Score -5330028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -5330027.500000 Penalty: 1029.188965
	Iteration 275F: 3 clusters Score -5330028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68288 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20856 members 
Mstep: Class 6 contains 79741 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2117 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4118 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1225 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 37587 members 
Mstep: Class 16 contains 37472 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7983 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 6967 members 
Mstep: Class 24 contains 87014 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 63728 members 
Mstep: Class 28 contains 25403 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6271 members 
Mstep: Class 33 contains 82866 members 
Mstep: Class 34 contains 12654 members 
Mstep: Class 35 contains 5037 members 
Entering Unmasked Estep 
Score: -35869824.000000 Penalty: 19926.087891
Splitting cluster 21 changes total score from -35870268.000000 to -35869824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -5321.030273 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -5321.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5118.166504 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -5118.167 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5208.625000 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -5208.625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5259.579590 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -5259.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5278.793457 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -5278.793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5290.968750 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -5290.969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5290.968750 Penalty: 458.362671
	Iteration 5F: 3 clusters Score -5290.969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Entering Unmasked Estep 
Score: -470624.437500 Penalty: 402.626770
	Iteration 0F: 2 clusters Score -470624.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -465967.312500 Penalty: 805.253540
	Iteration 0F: 3 clusters Score -465967.3 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -467725.250000 Penalty: 805.253540
	Iteration 1F: 3 clusters Score -467725.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -467842.125000 Penalty: 805.253540
	Iteration 2F: 3 clusters Score -467842.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -467967.906250 Penalty: 805.253540
	Iteration 3Q: 3 clusters Score -467967.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -468129.312500 Penalty: 805.253540
	Iteration 4F: 3 clusters Score -468129.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -468280.625000 Penalty: 805.253540
	Iteration 5F: 3 clusters Score -468280.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -468441.687500 Penalty: 805.253540
	Iteration 6F: 3 clusters Score -468441.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -468620.531250 Penalty: 805.253540
	Iteration 7F: 3 clusters Score -468620.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -468848.562500 Penalty: 805.253540
	Iteration 8F: 3 clusters Score -468848.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -469149.250000 Penalty: 805.253540
	Iteration 9F: 3 clusters Score -469149.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -469449.187500 Penalty: 805.253540
	Iteration 10Q: 3 clusters Score -469449.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -469693.343750 Penalty: 805.253540
	Iteration 11Q: 3 clusters Score -469693.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -469826.812500 Penalty: 805.253540
	Iteration 12Q: 3 clusters Score -469826.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -469912.281250 Penalty: 805.253540
	Iteration 13Q: 3 clusters Score -469912.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -469980.625000 Penalty: 805.253540
	Iteration 14Q: 3 clusters Score -469980.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -470032.500000 Penalty: 805.253540
	Iteration 15Q: 3 clusters Score -470032.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -470087.250000 Penalty: 805.253540
	Iteration 16Q: 3 clusters Score -470087.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -470147.406250 Penalty: 805.253540
	Iteration 17Q: 3 clusters Score -470147.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -470179.218750 Penalty: 805.253540
	Iteration 18Q: 3 clusters Score -470179.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -470193.125000 Penalty: 805.253540
	Iteration 19Q: 3 clusters Score -470193.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -470206.468750 Penalty: 805.253540
	Iteration 20F: 3 clusters Score -470206.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -470219.656250 Penalty: 805.253540
	Iteration 21Q: 3 clusters Score -470219.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -470229.781250 Penalty: 805.253540
	Iteration 22Q: 3 clusters Score -470229.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -470232.781250 Penalty: 805.253540
	Iteration 23Q: 3 clusters Score -470232.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -470236.312500 Penalty: 805.253540
	Iteration 24Q: 3 clusters Score -470236.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -470239.750000 Penalty: 805.253540
	Iteration 25Q: 3 clusters Score -470239.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -470241.656250 Penalty: 805.253540
	Iteration 26Q: 3 clusters Score -470241.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -470241.781250 Penalty: 805.253540
	Iteration 27Q: 3 clusters Score -470241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -470243.406250 Penalty: 805.253540
	Iteration 28Q: 3 clusters Score -470243.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -470245.343750 Penalty: 805.253540
	Iteration 29Q: 3 clusters Score -470245.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -470247.375000 Penalty: 805.253540
	Iteration 30Q: 3 clusters Score -470247.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -470248.843750 Penalty: 805.253540
	Iteration 31Q: 3 clusters Score -470248.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -470249.250000 Penalty: 805.253540
	Iteration 32Q: 3 clusters Score -470249.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -470249.125000 Penalty: 805.253540
	Iteration 33Q: 3 clusters Score -470249.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -470250.906250 Penalty: 805.253540
	Iteration 34Q: 3 clusters Score -470250.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -470251.312500 Penalty: 805.253540
	Iteration 35Q: 3 clusters Score -470251.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -470251.218750 Penalty: 805.253540
	Iteration 36Q: 3 clusters Score -470251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -470252.343750 Penalty: 805.253540
	Iteration 37Q: 3 clusters Score -470252.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -470253.562500 Penalty: 805.253540
	Iteration 38Q: 3 clusters Score -470253.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -470253.593750 Penalty: 805.253540
	Iteration 39Q: 3 clusters Score -470253.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -470254.031250 Penalty: 805.253540
	Iteration 40F: 3 clusters Score -470254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -470255.031250 Penalty: 805.253540
	Iteration 41Q: 3 clusters Score -470255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -470255.187500 Penalty: 805.253540
	Iteration 42Q: 3 clusters Score -470255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -470255.750000 Penalty: 805.253540
	Iteration 43Q: 3 clusters Score -470255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -470256.343750 Penalty: 805.253540
	Iteration 44Q: 3 clusters Score -470256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -470257.625000 Penalty: 805.253540
	Iteration 45Q: 3 clusters Score -470257.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -470257.625000 Penalty: 805.253540
	Iteration 46F: 3 clusters Score -470257.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (87014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87014 members 
Entering Unmasked Estep 
Score: -5739206.500000 Penalty: 517.508972
	Iteration 0F: 2 clusters Score -5739206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -5682009.500000 Penalty: 1035.017944
	Iteration 0F: 3 clusters Score -5682010 nChanged 42680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -5708435.500000 Penalty: 1035.017944
	Iteration 1F: 3 clusters Score -5708436 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -5710247.000000 Penalty: 1035.017944
	Iteration 2F: 3 clusters Score -5710247 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 60358 members 
Entering Unmasked Estep 
Score: -5713766.000000 Penalty: 1035.017944
	Iteration 3F: 3 clusters Score -5713766 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -5719843.000000 Penalty: 1035.017944
	Iteration 4F: 3 clusters Score -5719843 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 76560 members 
Entering Unmasked Estep 
Score: -5728573.000000 Penalty: 1035.017944
	Iteration 5F: 3 clusters Score -5728573 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 83071 members 
Entering Unmasked Estep 
Score: -5735257.000000 Penalty: 1035.017944
	Iteration 6F: 3 clusters Score -5735257 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 85994 members 
Entering Unmasked Estep 
Score: -5737953.500000 Penalty: 1035.017944
	Iteration 7Q: 3 clusters Score -5737954 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 86815 members 
Entering Unmasked Estep 
Score: -5738606.500000 Penalty: 1035.017944
	Iteration 8Q: 3 clusters Score -5738606 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 86949 members 
Entering Unmasked Estep 
Score: -5738701.000000 Penalty: 1035.017944
	Iteration 9Q: 3 clusters Score -5738701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 86973 members 
Entering Unmasked Estep 
Score: -5738725.500000 Penalty: 1035.017944
	Iteration 10Q: 3 clusters Score -5738726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 86972 members 
Entering Unmasked Estep 
Score: -5738745.000000 Penalty: 1035.017944
	Iteration 11Q: 3 clusters Score -5738745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 86975 members 
Entering Unmasked Estep 
Score: -5738750.500000 Penalty: 1035.017944
	Iteration 12Q: 3 clusters Score -5738750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 86976 members 
Entering Unmasked Estep 
Score: -5738746.000000 Penalty: 1035.017944
	Iteration 13Q: 3 clusters Score -5738746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 86976 members 
Entering Unmasked Estep 
Score: -5738750.500000 Penalty: 1035.017944
	Iteration 14Q: 3 clusters Score -5738750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 86976 members 
Entering Unmasked Estep 
Score: -5738750.500000 Penalty: 1035.017944
	Iteration 15F: 3 clusters Score -5738750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -18114.656250 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -18114.66 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 165 members 
Entering Unmasked Estep 
Score: -17756.544922 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -17756.54 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17856.814453 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -17856.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17888.294922 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -17888.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17917.810547 Penalty: 527.992737
	Iteration 3F: 3 clusters Score -17917.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17934.757812 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -17934.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17949.228516 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -17949.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17968.892578 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -17968.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17988.025391 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -17988.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17992.476562 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -17992.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17995.712891 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -17995.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17995.712891 Penalty: 527.992737
	Iteration 10F: 3 clusters Score -17995.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -12975.203125 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -12975.2 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 106 members 
Entering Unmasked Estep 
Score: -12689.912109 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -12689.91 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12768.306641 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -12768.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12796.224609 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -12796.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12824.191406 Penalty: 500.614502
	Iteration 3F: 3 clusters Score -12824.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12840.065430 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -12840.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12852.290039 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -12852.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12858.655273 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -12858.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12872.088867 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -12872.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12874.953125 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -12874.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12877.738281 Penalty: 500.614502
	Iteration 9Q: 3 clusters Score -12877.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12880.356445 Penalty: 500.614502
	Iteration 10Q: 3 clusters Score -12880.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12882.541992 Penalty: 500.614502
	Iteration 11Q: 3 clusters Score -12882.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12884.118164 Penalty: 500.614502
	Iteration 12Q: 3 clusters Score -12884.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12884.118164 Penalty: 500.614502
	Iteration 13F: 3 clusters Score -12884.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (63728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63728 members 
Entering Unmasked Estep 
Score: -4225179.000000 Penalty: 503.338226
	Iteration 0F: 2 clusters Score -4225179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -4182574.250000 Penalty: 1006.676453
	Iteration 0F: 3 clusters Score -4182574 nChanged 30792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -4201193.000000 Penalty: 1006.676453
	Iteration 1F: 3 clusters Score -4201193 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -4201931.500000 Penalty: 1006.676453
	Iteration 2Q: 3 clusters Score -4201932 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -4203159.500000 Penalty: 1006.676453
	Iteration 3Q: 3 clusters Score -4203160 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -4205182.000000 Penalty: 1006.676453
	Iteration 4F: 3 clusters Score -4205182 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -4208292.000000 Penalty: 1006.676453
	Iteration 5F: 3 clusters Score -4208292 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -4212505.000000 Penalty: 1006.676453
	Iteration 6F: 3 clusters Score -4212505 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -4216532.000000 Penalty: 1006.676453
	Iteration 7F: 3 clusters Score -4216532 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -4219261.500000 Penalty: 1006.676453
	Iteration 8Q: 3 clusters Score -4219262 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -4220957.500000 Penalty: 1006.676453
	Iteration 9Q: 3 clusters Score -4220958 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -4222028.500000 Penalty: 1006.676453
	Iteration 10Q: 3 clusters Score -4222028 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 60550 members 
Entering Unmasked Estep 
Score: -4222784.500000 Penalty: 1006.676453
	Iteration 11Q: 3 clusters Score -4222784 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -4223261.500000 Penalty: 1006.676453
	Iteration 12Q: 3 clusters Score -4223262 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 61688 members 
Entering Unmasked Estep 
Score: -4223658.500000 Penalty: 1006.676453
	Iteration 13Q: 3 clusters Score -4223658 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -4223899.000000 Penalty: 1006.676453
	Iteration 14Q: 3 clusters Score -4223899 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -4224095.000000 Penalty: 1006.676453
	Iteration 15Q: 3 clusters Score -4224095 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
Score: -4224268.000000 Penalty: 1006.676453
	Iteration 16Q: 3 clusters Score -4224268 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 62742 members 
Entering Unmasked Estep 
Score: -4224397.500000 Penalty: 1006.676453
	Iteration 17Q: 3 clusters Score -4224398 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -4224461.500000 Penalty: 1006.676453
	Iteration 18Q: 3 clusters Score -4224462 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -4224517.000000 Penalty: 1006.676453
	Iteration 19Q: 3 clusters Score -4224517 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -4224549.500000 Penalty: 1006.676453
	Iteration 20F: 3 clusters Score -4224550 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -4224572.500000 Penalty: 1006.676453
	Iteration 21Q: 3 clusters Score -4224572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 63099 members 
Entering Unmasked Estep 
Score: -4224586.500000 Penalty: 1006.676453
	Iteration 22Q: 3 clusters Score -4224586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -4224604.000000 Penalty: 1006.676453
	Iteration 23Q: 3 clusters Score -4224604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 63178 members 
Entering Unmasked Estep 
Score: -4224629.000000 Penalty: 1006.676453
	Iteration 24Q: 3 clusters Score -4224629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -4224637.000000 Penalty: 1006.676453
	Iteration 25Q: 3 clusters Score -4224637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 63230 members 
Entering Unmasked Estep 
Score: -4224649.500000 Penalty: 1006.676453
	Iteration 26Q: 3 clusters Score -4224650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 63251 members 
Entering Unmasked Estep 
Score: -4224652.500000 Penalty: 1006.676453
	Iteration 27Q: 3 clusters Score -4224652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 63278 members 
Entering Unmasked Estep 
Score: -4224666.500000 Penalty: 1006.676453
	Iteration 28Q: 3 clusters Score -4224666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 63301 members 
Entering Unmasked Estep 
Score: -4224669.500000 Penalty: 1006.676453
	Iteration 29Q: 3 clusters Score -4224670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 63331 members 
Entering Unmasked Estep 
Score: -4224694.000000 Penalty: 1006.676453
	Iteration 30Q: 3 clusters Score -4224694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -4224700.000000 Penalty: 1006.676453
	Iteration 31Q: 3 clusters Score -4224700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -4224703.500000 Penalty: 1006.676453
	Iteration 32Q: 3 clusters Score -4224704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -4224708.500000 Penalty: 1006.676453
	Iteration 33Q: 3 clusters Score -4224708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -4224723.000000 Penalty: 1006.676453
	Iteration 34Q: 3 clusters Score -4224723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -4224722.000000 Penalty: 1006.676453
	Iteration 35Q: 3 clusters Score -4224722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -4224722.500000 Penalty: 1006.676453
	Iteration 36Q: 3 clusters Score -4224722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -4224727.500000 Penalty: 1006.676453
	Iteration 37Q: 3 clusters Score -4224728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 63407 members 
Entering Unmasked Estep 
Score: -4224724.000000 Penalty: 1006.676453
	Iteration 38Q: 3 clusters Score -4224724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 63412 members 
Entering Unmasked Estep 
Score: -4224724.000000 Penalty: 1006.676453
	Iteration 39Q: 3 clusters Score -4224724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 63415 members 
Entering Unmasked Estep 
Score: -4224723.500000 Penalty: 1006.676453
	Iteration 40F: 3 clusters Score -4224724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 63417 members 
Entering Unmasked Estep 
Score: -4224726.500000 Penalty: 1006.676453
	Iteration 41Q: 3 clusters Score -4224726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -4224727.500000 Penalty: 1006.676453
	Iteration 42Q: 3 clusters Score -4224728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 63425 members 
Entering Unmasked Estep 
Score: -4224729.500000 Penalty: 1006.676453
	Iteration 43Q: 3 clusters Score -4224730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 63428 members 
Entering Unmasked Estep 
Score: -4224733.500000 Penalty: 1006.676453
	Iteration 44Q: 3 clusters Score -4224734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 63432 members 
Entering Unmasked Estep 
Score: -4224730.000000 Penalty: 1006.676453
	Iteration 45Q: 3 clusters Score -4224730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 63436 members 
Entering Unmasked Estep 
Score: -4224735.000000 Penalty: 1006.676453
	Iteration 46Q: 3 clusters Score -4224735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -4224730.000000 Penalty: 1006.676453
	Iteration 47Q: 3 clusters Score -4224730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 63442 members 
Entering Unmasked Estep 
Score: -4224728.000000 Penalty: 1006.676453
	Iteration 48Q: 3 clusters Score -4224728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -4224729.500000 Penalty: 1006.676453
	Iteration 49Q: 3 clusters Score -4224730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -4224729.500000 Penalty: 1006.676453
	Iteration 50Q: 3 clusters Score -4224730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -4224729.500000 Penalty: 1006.676453
	Iteration 51F: 3 clusters Score -4224730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Entering Unmasked Estep 
Score: -1673798.875000 Penalty: 461.489349
	Iteration 0F: 2 clusters Score -1673799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1656820.125000 Penalty: 922.978699
	Iteration 0F: 3 clusters Score -1656820 nChanged 12144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -1664973.500000 Penalty: 922.978699
	Iteration 1F: 3 clusters Score -1664974 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -1665959.750000 Penalty: 922.978699
	Iteration 2F: 3 clusters Score -1665960 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -1667323.125000 Penalty: 922.978699
	Iteration 3F: 3 clusters Score -1667323 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -1668953.000000 Penalty: 922.978699
	Iteration 4F: 3 clusters Score -1668953 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -1670480.000000 Penalty: 922.978699
	Iteration 5F: 3 clusters Score -1670480 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -1671514.250000 Penalty: 922.978699
	Iteration 6Q: 3 clusters Score -1671514 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -1672066.875000 Penalty: 922.978699
	Iteration 7Q: 3 clusters Score -1672067 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -1672380.375000 Penalty: 922.978699
	Iteration 8Q: 3 clusters Score -1672380 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -1672595.625000 Penalty: 922.978699
	Iteration 9Q: 3 clusters Score -1672596 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -1672755.000000 Penalty: 922.978699
	Iteration 10Q: 3 clusters Score -1672755 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -1672877.250000 Penalty: 922.978699
	Iteration 11Q: 3 clusters Score -1672877 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -1672966.500000 Penalty: 922.978699
	Iteration 12Q: 3 clusters Score -1672966 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -1673037.250000 Penalty: 922.978699
	Iteration 13Q: 3 clusters Score -1673037 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -1673098.375000 Penalty: 922.978699
	Iteration 14Q: 3 clusters Score -1673098 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -1673159.750000 Penalty: 922.978699
	Iteration 15Q: 3 clusters Score -1673160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -1673207.000000 Penalty: 922.978699
	Iteration 16Q: 3 clusters Score -1673207 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -1673264.500000 Penalty: 922.978699
	Iteration 17Q: 3 clusters Score -1673264 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -1673299.500000 Penalty: 922.978699
	Iteration 18Q: 3 clusters Score -1673300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -1673327.625000 Penalty: 922.978699
	Iteration 19Q: 3 clusters Score -1673328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -1673342.875000 Penalty: 922.978699
	Iteration 20F: 3 clusters Score -1673343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -1673349.000000 Penalty: 922.978699
	Iteration 21Q: 3 clusters Score -1673349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -1673358.250000 Penalty: 922.978699
	Iteration 22Q: 3 clusters Score -1673358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -1673362.000000 Penalty: 922.978699
	Iteration 23Q: 3 clusters Score -1673362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -1673364.750000 Penalty: 922.978699
	Iteration 24Q: 3 clusters Score -1673365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -1673369.375000 Penalty: 922.978699
	Iteration 25Q: 3 clusters Score -1673369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -1673368.375000 Penalty: 922.978699
	Iteration 26Q: 3 clusters Score -1673368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -1673373.750000 Penalty: 922.978699
	Iteration 27Q: 3 clusters Score -1673374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -1673375.250000 Penalty: 922.978699
	Iteration 28Q: 3 clusters Score -1673375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -1673376.000000 Penalty: 922.978699
	Iteration 29Q: 3 clusters Score -1673376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -1673376.625000 Penalty: 922.978699
	Iteration 30Q: 3 clusters Score -1673377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -1673379.625000 Penalty: 922.978699
	Iteration 31Q: 3 clusters Score -1673380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -1673382.375000 Penalty: 922.978699
	Iteration 32Q: 3 clusters Score -1673382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -1673383.125000 Penalty: 922.978699
	Iteration 33Q: 3 clusters Score -1673383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -1673383.125000 Penalty: 922.978699
	Iteration 34F: 3 clusters Score -1673383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -8942.464844 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -8942.465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8677.204102 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8677.204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8738.619141 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -8738.619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8760.572266 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -8760.572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8773.132812 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -8773.133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8773.706055 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -8773.706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8774.382812 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -8774.383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8778.879883 Penalty: 461.270294
	Iteration 6Q: 3 clusters Score -8778.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8781.058594 Penalty: 461.270294
	Iteration 7Q: 3 clusters Score -8781.059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8783.737305 Penalty: 461.270294
	Iteration 8Q: 3 clusters Score -8783.737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8785.954102 Penalty: 461.270294
	Iteration 9Q: 3 clusters Score -8785.954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8785.954102 Penalty: 461.270294
	Iteration 10F: 3 clusters Score -8785.954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Entering Unmasked Estep 
Score: -406165.375000 Penalty: 397.837952
	Iteration 0F: 2 clusters Score -406165.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -401986.593750 Penalty: 795.675903
	Iteration 0F: 3 clusters Score -401986.6 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -403463.312500 Penalty: 795.675903
	Iteration 1F: 3 clusters Score -403463.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -403619.437500 Penalty: 795.675903
	Iteration 2F: 3 clusters Score -403619.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -403779.312500 Penalty: 795.675903
	Iteration 3F: 3 clusters Score -403779.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -403984.718750 Penalty: 795.675903
	Iteration 4F: 3 clusters Score -403984.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -404241.218750 Penalty: 795.675903
	Iteration 5F: 3 clusters Score -404241.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -404588.000000 Penalty: 795.675903
	Iteration 6F: 3 clusters Score -404588 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -405005.562500 Penalty: 795.675903
	Iteration 7F: 3 clusters Score -405005.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -405416.656250 Penalty: 795.675903
	Iteration 8F: 3 clusters Score -405416.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -405646.843750 Penalty: 795.675903
	Iteration 9Q: 3 clusters Score -405646.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -405757.062500 Penalty: 795.675903
	Iteration 10Q: 3 clusters Score -405757.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -405795.718750 Penalty: 795.675903
	Iteration 11Q: 3 clusters Score -405795.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -405811.656250 Penalty: 795.675903
	Iteration 12Q: 3 clusters Score -405811.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -405814.343750 Penalty: 795.675903
	Iteration 13Q: 3 clusters Score -405814.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -405816.000000 Penalty: 795.675903
	Iteration 14Q: 3 clusters Score -405816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -405818.781250 Penalty: 795.675903
	Iteration 15Q: 3 clusters Score -405818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -405819.437500 Penalty: 795.675903
	Iteration 16Q: 3 clusters Score -405819.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -405819.437500 Penalty: 795.675903
	Iteration 17F: 3 clusters Score -405819.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (82866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Entering Unmasked Estep 
Score: -5433805.500000 Penalty: 515.286560
	Iteration 0F: 2 clusters Score -5433806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -5378663.500000 Penalty: 1030.573120
	Iteration 0F: 3 clusters Score -5378664 nChanged 40431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -5402771.000000 Penalty: 1030.573120
	Iteration 1F: 3 clusters Score -5402771 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -5403751.500000 Penalty: 1030.573120
	Iteration 2Q: 3 clusters Score -5403752 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -5405317.500000 Penalty: 1030.573120
	Iteration 3Q: 3 clusters Score -5405318 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -5407961.500000 Penalty: 1030.573120
	Iteration 4F: 3 clusters Score -5407962 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -5412584.500000 Penalty: 1030.573120
	Iteration 5F: 3 clusters Score -5412584 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -5418190.000000 Penalty: 1030.573120
	Iteration 6F: 3 clusters Score -5418190 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -5422349.000000 Penalty: 1030.573120
	Iteration 7F: 3 clusters Score -5422349 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -5424548.500000 Penalty: 1030.573120
	Iteration 8Q: 3 clusters Score -5424548 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -5426422.000000 Penalty: 1030.573120
	Iteration 9Q: 3 clusters Score -5426422 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 48628 members 
Entering Unmasked Estep 
Score: -5428310.000000 Penalty: 1030.573120
	Iteration 10Q: 3 clusters Score -5428310 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -5430091.000000 Penalty: 1030.573120
	Iteration 11Q: 3 clusters Score -5430091 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -5431393.500000 Penalty: 1030.573120
	Iteration 12Q: 3 clusters Score -5431394 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -5432209.000000 Penalty: 1030.573120
	Iteration 13Q: 3 clusters Score -5432209 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -5432697.000000 Penalty: 1030.573120
	Iteration 14Q: 3 clusters Score -5432697 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -5432967.500000 Penalty: 1030.573120
	Iteration 15Q: 3 clusters Score -5432968 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -5433094.500000 Penalty: 1030.573120
	Iteration 16Q: 3 clusters Score -5433094 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -5433189.000000 Penalty: 1030.573120
	Iteration 17Q: 3 clusters Score -5433189 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -5433228.000000 Penalty: 1030.573120
	Iteration 18Q: 3 clusters Score -5433228 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -5433229.500000 Penalty: 1030.573120
	Iteration 19Q: 3 clusters Score -5433230 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -5433244.000000 Penalty: 1030.573120
	Iteration 20F: 3 clusters Score -5433244 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -5433240.000000 Penalty: 1030.573120
	Iteration 21Q: 3 clusters Score -5433240 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 54732 members 
Entering Unmasked Estep 
Score: -5433300.500000 Penalty: 1030.573120
	Iteration 22Q: 3 clusters Score -5433300 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 55167 members 
Entering Unmasked Estep 
Score: -5433298.500000 Penalty: 1030.573120
	Iteration 23Q: 3 clusters Score -5433298 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -5433321.500000 Penalty: 1030.573120
	Iteration 24Q: 3 clusters Score -5433322 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 55942 members 
Entering Unmasked Estep 
Score: -5433312.500000 Penalty: 1030.573120
	Iteration 25Q: 3 clusters Score -5433312 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 56335 members 
Entering Unmasked Estep 
Score: -5433320.000000 Penalty: 1030.573120
	Iteration 26Q: 3 clusters Score -5433320 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -5433333.000000 Penalty: 1030.573120
	Iteration 27Q: 3 clusters Score -5433333 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -5433351.500000 Penalty: 1030.573120
	Iteration 28Q: 3 clusters Score -5433352 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -5433376.000000 Penalty: 1030.573120
	Iteration 29Q: 3 clusters Score -5433376 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -5433393.500000 Penalty: 1030.573120
	Iteration 30Q: 3 clusters Score -5433394 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -5433392.000000 Penalty: 1030.573120
	Iteration 31Q: 3 clusters Score -5433392 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -5433362.500000 Penalty: 1030.573120
	Iteration 32Q: 3 clusters Score -5433362 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -5433377.000000 Penalty: 1030.573120
	Iteration 33Q: 3 clusters Score -5433377 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -5433394.500000 Penalty: 1030.573120
	Iteration 34Q: 3 clusters Score -5433394 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -5433392.500000 Penalty: 1030.573120
	Iteration 35Q: 3 clusters Score -5433392 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 60286 members 
Entering Unmasked Estep 
Score: -5433361.500000 Penalty: 1030.573120
	Iteration 36Q: 3 clusters Score -5433362 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -5433358.500000 Penalty: 1030.573120
	Iteration 37Q: 3 clusters Score -5433358 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -5433365.500000 Penalty: 1030.573120
	Iteration 38Q: 3 clusters Score -5433366 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -5433361.500000 Penalty: 1030.573120
	Iteration 39Q: 3 clusters Score -5433362 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 61414 members 
Entering Unmasked Estep 
Score: -5433369.000000 Penalty: 1030.573120
	Iteration 40F: 3 clusters Score -5433369 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 61732 members 
Entering Unmasked Estep 
Score: -5433368.000000 Penalty: 1030.573120
	Iteration 41Q: 3 clusters Score -5433368 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -5433384.000000 Penalty: 1030.573120
	Iteration 42Q: 3 clusters Score -5433384 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -5433393.500000 Penalty: 1030.573120
	Iteration 43Q: 3 clusters Score -5433394 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 62496 members 
Entering Unmasked Estep 
Score: -5433410.500000 Penalty: 1030.573120
	Iteration 44Q: 3 clusters Score -5433410 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 62704 members 
Entering Unmasked Estep 
Score: -5433407.500000 Penalty: 1030.573120
	Iteration 45Q: 3 clusters Score -5433408 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -5433442.000000 Penalty: 1030.573120
	Iteration 46Q: 3 clusters Score -5433442 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
Score: -5433462.000000 Penalty: 1030.573120
	Iteration 47Q: 3 clusters Score -5433462 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 63352 members 
Entering Unmasked Estep 
Score: -5433463.000000 Penalty: 1030.573120
	Iteration 48Q: 3 clusters Score -5433463 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -5433464.000000 Penalty: 1030.573120
	Iteration 49Q: 3 clusters Score -5433464 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 63720 members 
Entering Unmasked Estep 
Score: -5433453.500000 Penalty: 1030.573120
	Iteration 50Q: 3 clusters Score -5433454 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -5433462.500000 Penalty: 1030.573120
	Iteration 51Q: 3 clusters Score -5433462 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 64076 members 
Entering Unmasked Estep 
Score: -5433450.500000 Penalty: 1030.573120
	Iteration 52Q: 3 clusters Score -5433450 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -5433433.000000 Penalty: 1030.573120
	Iteration 53Q: 3 clusters Score -5433433 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 64402 members 
Entering Unmasked Estep 
Score: -5433460.500000 Penalty: 1030.573120
	Iteration 54Q: 3 clusters Score -5433460 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
Score: -5433453.000000 Penalty: 1030.573120
	Iteration 55Q: 3 clusters Score -5433453 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -5433457.000000 Penalty: 1030.573120
	Iteration 56Q: 3 clusters Score -5433457 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -5433461.000000 Penalty: 1030.573120
	Iteration 57Q: 3 clusters Score -5433461 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -5433459.500000 Penalty: 1030.573120
	Iteration 58Q: 3 clusters Score -5433460 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -5433437.500000 Penalty: 1030.573120
	Iteration 59Q: 3 clusters Score -5433438 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 65527 members 
Entering Unmasked Estep 
Score: -5433432.000000 Penalty: 1030.573120
	Iteration 60F: 3 clusters Score -5433432 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 65696 members 
Entering Unmasked Estep 
Score: -5433437.500000 Penalty: 1030.573120
	Iteration 61Q: 3 clusters Score -5433438 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 65892 members 
Entering Unmasked Estep 
Score: -5433438.500000 Penalty: 1030.573120
	Iteration 62Q: 3 clusters Score -5433438 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 66042 members 
Entering Unmasked Estep 
Score: -5433432.500000 Penalty: 1030.573120
	Iteration 63Q: 3 clusters Score -5433432 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 66182 members 
Entering Unmasked Estep 
Score: -5433427.500000 Penalty: 1030.573120
	Iteration 64Q: 3 clusters Score -5433428 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 66366 members 
Entering Unmasked Estep 
Score: -5433440.000000 Penalty: 1030.573120
	Iteration 65Q: 3 clusters Score -5433440 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 66548 members 
Entering Unmasked Estep 
Score: -5433419.500000 Penalty: 1030.573120
	Iteration 66Q: 3 clusters Score -5433420 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 66739 members 
Entering Unmasked Estep 
Score: -5433421.500000 Penalty: 1030.573120
	Iteration 67Q: 3 clusters Score -5433422 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 66960 members 
Entering Unmasked Estep 
Score: -5433425.000000 Penalty: 1030.573120
	Iteration 68Q: 3 clusters Score -5433425 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -5433421.000000 Penalty: 1030.573120
	Iteration 69Q: 3 clusters Score -5433421 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 67378 members 
Entering Unmasked Estep 
Score: -5433405.500000 Penalty: 1030.573120
	Iteration 70Q: 3 clusters Score -5433406 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 67628 members 
Entering Unmasked Estep 
Score: -5433406.500000 Penalty: 1030.573120
	Iteration 71Q: 3 clusters Score -5433406 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 67830 members 
Entering Unmasked Estep 
Score: -5433391.000000 Penalty: 1030.573120
	Iteration 72Q: 3 clusters Score -5433391 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 68025 members 
Entering Unmasked Estep 
Score: -5433392.500000 Penalty: 1030.573120
	Iteration 73Q: 3 clusters Score -5433392 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -5433382.000000 Penalty: 1030.573120
	Iteration 74Q: 3 clusters Score -5433382 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 68404 members 
Entering Unmasked Estep 
Score: -5433371.500000 Penalty: 1030.573120
	Iteration 75Q: 3 clusters Score -5433372 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 68575 members 
Entering Unmasked Estep 
Score: -5433370.000000 Penalty: 1030.573120
	Iteration 76Q: 3 clusters Score -5433370 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -5433363.000000 Penalty: 1030.573120
	Iteration 77Q: 3 clusters Score -5433363 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -5433350.500000 Penalty: 1030.573120
	Iteration 78Q: 3 clusters Score -5433350 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 69201 members 
Entering Unmasked Estep 
Score: -5433355.000000 Penalty: 1030.573120
	Iteration 79Q: 3 clusters Score -5433355 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -5433333.500000 Penalty: 1030.573120
	Iteration 80F: 3 clusters Score -5433334 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 69684 members 
Entering Unmasked Estep 
Score: -5433302.000000 Penalty: 1030.573120
	Iteration 81Q: 3 clusters Score -5433302 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 69949 members 
Entering Unmasked Estep 
Score: -5433312.000000 Penalty: 1030.573120
	Iteration 82Q: 3 clusters Score -5433312 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 70235 members 
Entering Unmasked Estep 
Score: -5433322.500000 Penalty: 1030.573120
	Iteration 83Q: 3 clusters Score -5433322 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 70498 members 
Entering Unmasked Estep 
Score: -5433304.000000 Penalty: 1030.573120
	Iteration 84Q: 3 clusters Score -5433304 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 70762 members 
Entering Unmasked Estep 
Score: -5433298.500000 Penalty: 1030.573120
	Iteration 85Q: 3 clusters Score -5433298 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -5433321.500000 Penalty: 1030.573120
	Iteration 86Q: 3 clusters Score -5433322 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 71135 members 
Entering Unmasked Estep 
Score: -5433324.000000 Penalty: 1030.573120
	Iteration 87Q: 3 clusters Score -5433324 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 71305 members 
Entering Unmasked Estep 
Score: -5433350.500000 Penalty: 1030.573120
	Iteration 88Q: 3 clusters Score -5433350 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 71475 members 
Entering Unmasked Estep 
Score: -5433355.500000 Penalty: 1030.573120
	Iteration 89Q: 3 clusters Score -5433356 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 71669 members 
Entering Unmasked Estep 
Score: -5433341.000000 Penalty: 1030.573120
	Iteration 90Q: 3 clusters Score -5433341 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 71862 members 
Entering Unmasked Estep 
Score: -5433328.000000 Penalty: 1030.573120
	Iteration 91Q: 3 clusters Score -5433328 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -5433335.500000 Penalty: 1030.573120
	Iteration 92Q: 3 clusters Score -5433336 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 72249 members 
Entering Unmasked Estep 
Score: -5433326.500000 Penalty: 1030.573120
	Iteration 93Q: 3 clusters Score -5433326 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 72440 members 
Entering Unmasked Estep 
Score: -5433334.500000 Penalty: 1030.573120
	Iteration 94Q: 3 clusters Score -5433334 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 72658 members 
Entering Unmasked Estep 
Score: -5433334.500000 Penalty: 1030.573120
	Iteration 95Q: 3 clusters Score -5433334 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 72810 members 
Entering Unmasked Estep 
Score: -5433322.000000 Penalty: 1030.573120
	Iteration 96Q: 3 clusters Score -5433322 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 72967 members 
Entering Unmasked Estep 
Score: -5433290.000000 Penalty: 1030.573120
	Iteration 97Q: 3 clusters Score -5433290 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 73109 members 
Entering Unmasked Estep 
Score: -5433280.000000 Penalty: 1030.573120
	Iteration 98Q: 3 clusters Score -5433280 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -5433280.500000 Penalty: 1030.573120
	Iteration 99Q: 3 clusters Score -5433280 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -5433297.000000 Penalty: 1030.573120
	Iteration 100F: 3 clusters Score -5433297 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 73515 members 
Entering Unmasked Estep 
Score: -5433287.000000 Penalty: 1030.573120
	Iteration 101Q: 3 clusters Score -5433287 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 73615 members 
Entering Unmasked Estep 
Score: -5433301.500000 Penalty: 1030.573120
	Iteration 102Q: 3 clusters Score -5433302 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 73695 members 
Entering Unmasked Estep 
Score: -5433289.000000 Penalty: 1030.573120
	Iteration 103Q: 3 clusters Score -5433289 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 73778 members 
Entering Unmasked Estep 
Score: -5433280.500000 Penalty: 1030.573120
	Iteration 104Q: 3 clusters Score -5433280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 73832 members 
Entering Unmasked Estep 
Score: -5433273.500000 Penalty: 1030.573120
	Iteration 105Q: 3 clusters Score -5433274 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 73901 members 
Entering Unmasked Estep 
Score: -5433262.500000 Penalty: 1030.573120
	Iteration 106Q: 3 clusters Score -5433262 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 73952 members 
Entering Unmasked Estep 
Score: -5433254.000000 Penalty: 1030.573120
	Iteration 107Q: 3 clusters Score -5433254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 73998 members 
Entering Unmasked Estep 
Score: -5433256.500000 Penalty: 1030.573120
	Iteration 108Q: 3 clusters Score -5433256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 74047 members 
Entering Unmasked Estep 
Score: -5433262.000000 Penalty: 1030.573120
	Iteration 109Q: 3 clusters Score -5433262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 74088 members 
Entering Unmasked Estep 
Score: -5433263.500000 Penalty: 1030.573120
	Iteration 110Q: 3 clusters Score -5433264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 74132 members 
Entering Unmasked Estep 
Score: -5433253.500000 Penalty: 1030.573120
	Iteration 111Q: 3 clusters Score -5433254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 74178 members 
Entering Unmasked Estep 
Score: -5433260.000000 Penalty: 1030.573120
	Iteration 112Q: 3 clusters Score -5433260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 74219 members 
Entering Unmasked Estep 
Score: -5433254.000000 Penalty: 1030.573120
	Iteration 113Q: 3 clusters Score -5433254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 74249 members 
Entering Unmasked Estep 
Score: -5433258.500000 Penalty: 1030.573120
	Iteration 114Q: 3 clusters Score -5433258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 74285 members 
Entering Unmasked Estep 
Score: -5433248.500000 Penalty: 1030.573120
	Iteration 115Q: 3 clusters Score -5433248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 74317 members 
Entering Unmasked Estep 
Score: -5433248.500000 Penalty: 1030.573120
	Iteration 116Q: 3 clusters Score -5433248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 74345 members 
Entering Unmasked Estep 
Score: -5433240.500000 Penalty: 1030.573120
	Iteration 117Q: 3 clusters Score -5433240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 74363 members 
Entering Unmasked Estep 
Score: -5433236.000000 Penalty: 1030.573120
	Iteration 118Q: 3 clusters Score -5433236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 74384 members 
Entering Unmasked Estep 
Score: -5433245.000000 Penalty: 1030.573120
	Iteration 119Q: 3 clusters Score -5433245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 74402 members 
Entering Unmasked Estep 
Score: -5433244.500000 Penalty: 1030.573120
	Iteration 120F: 3 clusters Score -5433244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 74411 members 
Entering Unmasked Estep 
Score: -5433247.000000 Penalty: 1030.573120
	Iteration 121Q: 3 clusters Score -5433247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 74414 members 
Entering Unmasked Estep 
Score: -5433246.500000 Penalty: 1030.573120
	Iteration 122Q: 3 clusters Score -5433246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 74415 members 
Entering Unmasked Estep 
Score: -5433248.000000 Penalty: 1030.573120
	Iteration 123Q: 3 clusters Score -5433248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 74416 members 
Entering Unmasked Estep 
Score: -5433246.500000 Penalty: 1030.573120
	Iteration 124Q: 3 clusters Score -5433246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 74416 members 
Entering Unmasked Estep 
Score: -5433246.500000 Penalty: 1030.573120
	Iteration 125F: 3 clusters Score -5433246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (12654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Entering Unmasked Estep 
Score: -831659.000000 Penalty: 429.780640
	Iteration 0F: 2 clusters Score -831659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -823234.250000 Penalty: 859.561279
	Iteration 0F: 3 clusters Score -823234.2 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -826747.062500 Penalty: 859.561279
	Iteration 1F: 3 clusters Score -826747.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -826863.687500 Penalty: 859.561279
	Iteration 2Q: 3 clusters Score -826863.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -826965.687500 Penalty: 859.561279
	Iteration 3Q: 3 clusters Score -826965.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -827065.250000 Penalty: 859.561279
	Iteration 4Q: 3 clusters Score -827065.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -827175.125000 Penalty: 859.561279
	Iteration 5Q: 3 clusters Score -827175.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -827302.375000 Penalty: 859.561279
	Iteration 6Q: 3 clusters Score -827302.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -827499.062500 Penalty: 859.561279
	Iteration 7Q: 3 clusters Score -827499.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -827859.500000 Penalty: 859.561279
	Iteration 8F: 3 clusters Score -827859.5 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -828464.750000 Penalty: 859.561279
	Iteration 9F: 3 clusters Score -828464.8 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -829267.125000 Penalty: 859.561279
	Iteration 10F: 3 clusters Score -829267.1 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -830107.500000 Penalty: 859.561279
	Iteration 11F: 3 clusters Score -830107.5 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -830791.750000 Penalty: 859.561279
	Iteration 12F: 3 clusters Score -830791.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -831111.250000 Penalty: 859.561279
	Iteration 13Q: 3 clusters Score -831111.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -831223.312500 Penalty: 859.561279
	Iteration 14Q: 3 clusters Score -831223.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -831256.000000 Penalty: 859.561279
	Iteration 15Q: 3 clusters Score -831256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -831271.125000 Penalty: 859.561279
	Iteration 16Q: 3 clusters Score -831271.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -831275.875000 Penalty: 859.561279
	Iteration 17Q: 3 clusters Score -831275.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -831281.812500 Penalty: 859.561279
	Iteration 18Q: 3 clusters Score -831281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -831285.000000 Penalty: 859.561279
	Iteration 19Q: 3 clusters Score -831285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -831285.000000 Penalty: 859.561279
	Iteration 20F: 3 clusters Score -831285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Entering Unmasked Estep 
Score: -327278.812500 Penalty: 387.867737
	Iteration 0F: 2 clusters Score -327278.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -323861.750000 Penalty: 775.735474
	Iteration 0F: 3 clusters Score -323861.8 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -325137.218750 Penalty: 775.735474
	Iteration 1F: 3 clusters Score -325137.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -325294.343750 Penalty: 775.735474
	Iteration 2F: 3 clusters Score -325294.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -325504.281250 Penalty: 775.735474
	Iteration 3F: 3 clusters Score -325504.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -325811.656250 Penalty: 775.735474
	Iteration 4F: 3 clusters Score -325811.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -326131.687500 Penalty: 775.735474
	Iteration 5F: 3 clusters Score -326131.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -326431.093750 Penalty: 775.735474
	Iteration 6F: 3 clusters Score -326431.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -326664.250000 Penalty: 775.735474
	Iteration 7F: 3 clusters Score -326664.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -326839.375000 Penalty: 775.735474
	Iteration 8Q: 3 clusters Score -326839.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -326954.093750 Penalty: 775.735474
	Iteration 9Q: 3 clusters Score -326954.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -327016.875000 Penalty: 775.735474
	Iteration 10Q: 3 clusters Score -327016.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -327060.312500 Penalty: 775.735474
	Iteration 11Q: 3 clusters Score -327060.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -327086.125000 Penalty: 775.735474
	Iteration 12Q: 3 clusters Score -327086.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -327106.187500 Penalty: 775.735474
	Iteration 13Q: 3 clusters Score -327106.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -327119.062500 Penalty: 775.735474
	Iteration 14Q: 3 clusters Score -327119.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -327127.093750 Penalty: 775.735474
	Iteration 15Q: 3 clusters Score -327127.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -327133.093750 Penalty: 775.735474
	Iteration 16Q: 3 clusters Score -327133.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -327137.875000 Penalty: 775.735474
	Iteration 17Q: 3 clusters Score -327137.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -327140.406250 Penalty: 775.735474
	Iteration 18Q: 3 clusters Score -327140.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -327141.468750 Penalty: 775.735474
	Iteration 19Q: 3 clusters Score -327141.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -327141.187500 Penalty: 775.735474
	Iteration 20F: 3 clusters Score -327141.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -327142.000000 Penalty: 775.735474
	Iteration 21Q: 3 clusters Score -327142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -327142.750000 Penalty: 775.735474
	Iteration 22Q: 3 clusters Score -327142.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -327142.718750 Penalty: 775.735474
	Iteration 23Q: 3 clusters Score -327142.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -327142.718750 Penalty: 775.735474
	Iteration 24F: 3 clusters Score -327142.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68288 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20856 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2117 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4118 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1225 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 37587 members 
Mstep: Class 16 contains 37472 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7983 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 81615 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 6967 members 
Mstep: Class 24 contains 87014 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 63728 members 
Mstep: Class 28 contains 25403 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6271 members 
Mstep: Class 33 contains 82866 members 
Mstep: Class 34 contains 12654 members 
Mstep: Class 35 contains 5037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870068.000000 Penalty: 19322.265625
Iteration 399Q: 33 clusters Score -3.587007e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68285 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20856 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2118 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1234 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 38522 members 
Mstep: Class 16 contains 37476 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7795 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 81553 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 6884 members 
Mstep: Class 24 contains 86925 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 62030 members 
Mstep: Class 28 contains 25404 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6294 members 
Mstep: Class 33 contains 84023 members 
Mstep: Class 34 contains 12681 members 
Mstep: Class 35 contains 5005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870132.000000 Penalty: 19322.265625
Iteration 400F: 33 clusters Score -3.587013e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68284 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20856 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2120 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4116 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 39524 members 
Mstep: Class 16 contains 37488 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7603 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 81556 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 6770 members 
Mstep: Class 24 contains 87052 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 60205 members 
Mstep: Class 28 contains 25454 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6322 members 
Mstep: Class 33 contains 84936 members 
Mstep: Class 34 contains 12694 members 
Mstep: Class 35 contains 4984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870204.000000 Penalty: 19322.265625
Iteration 401Q: 33 clusters Score -3.58702e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68282 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20856 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2121 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4112 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 18435 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 40611 members 
Mstep: Class 16 contains 37486 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7449 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 81660 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 6650 members 
Mstep: Class 24 contains 87145 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 58237 members 
Mstep: Class 28 contains 25466 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6349 members 
Mstep: Class 33 contains 85871 members 
Mstep: Class 34 contains 12709 members 
Mstep: Class 35 contains 4956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869756.000000 Penalty: 19322.265625
Iteration 402Q: 33 clusters Score -3.586976e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68282 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20857 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4113 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 18435 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 41794 members 
Mstep: Class 16 contains 37485 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7305 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 82074 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 6533 members 
Mstep: Class 24 contains 87186 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 55957 members 
Mstep: Class 28 contains 25497 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6373 members 
Mstep: Class 33 contains 86733 members 
Mstep: Class 34 contains 12722 members 
Mstep: Class 35 contains 4920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869292.000000 Penalty: 19322.265625
Iteration 403Q: 33 clusters Score -3.586929e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68278 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20856 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4112 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1253 members 
Mstep: Class 13 contains 18435 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 43182 members 
Mstep: Class 16 contains 37480 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7137 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 82594 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 6399 members 
Mstep: Class 24 contains 87275 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 53450 members 
Mstep: Class 28 contains 25547 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6403 members 
Mstep: Class 33 contains 87509 members 
Mstep: Class 34 contains 12717 members 
Mstep: Class 35 contains 4884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35868952.000000 Penalty: 19322.265625
Iteration 404Q: 33 clusters Score -3.586895e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68282 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20857 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2127 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 18435 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 44703 members 
Mstep: Class 16 contains 37476 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 6945 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 83196 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 6290 members 
Mstep: Class 24 contains 87291 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 50830 members 
Mstep: Class 28 contains 25577 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6433 members 
Mstep: Class 33 contains 88272 members 
Mstep: Class 34 contains 12716 members 
Mstep: Class 35 contains 4846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35868352.000000 Penalty: 19322.265625
Iteration 405Q: 33 clusters Score -3.586835e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68283 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20857 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2128 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4109 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 18435 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 46295 members 
Mstep: Class 16 contains 37466 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 6722 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 83877 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 6141 members 
Mstep: Class 24 contains 87178 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 48221 members 
Mstep: Class 28 contains 25611 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6460 members 
Mstep: Class 33 contains 89087 members 
Mstep: Class 34 contains 12709 members 
Mstep: Class 35 contains 4812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867680.000000 Penalty: 19322.265625
Iteration 406Q: 33 clusters Score -3.586768e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68283 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20857 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2129 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4106 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 18435 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 48225 members 
Mstep: Class 16 contains 37456 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 6433 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 84487 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 6010 members 
Mstep: Class 24 contains 86878 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 45708 members 
Mstep: Class 28 contains 25628 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 33 contains 89785 members 
Mstep: Class 34 contains 12700 members 
Mstep: Class 35 contains 4778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867008.000000 Penalty: 19322.265625
Iteration 407Q: 33 clusters Score -3.586701e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68281 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20856 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2132 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4097 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 18435 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 50364 members 
Mstep: Class 16 contains 37413 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 6113 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 84934 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 5852 members 
Mstep: Class 24 contains 86550 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 43447 members 
Mstep: Class 28 contains 25628 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6515 members 
Mstep: Class 33 contains 90331 members 
Mstep: Class 34 contains 12690 members 
Mstep: Class 35 contains 4755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866644.000000 Penalty: 19322.265625
Iteration 408Q: 33 clusters Score -3.586664e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68286 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20855 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2138 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4093 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1249 members 
Mstep: Class 13 contains 18435 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 52402 members 
Mstep: Class 16 contains 37383 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 5805 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 85202 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 5694 members 
Mstep: Class 24 contains 86403 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 41307 members 
Mstep: Class 28 contains 25643 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6537 members 
Mstep: Class 33 contains 90788 members 
Mstep: Class 34 contains 12683 members 
Mstep: Class 35 contains 4735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866396.000000 Penalty: 19322.265625
Iteration 409Q: 33 clusters Score -3.58664e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68291 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20855 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4087 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1251 members 
Mstep: Class 13 contains 18435 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 54219 members 
Mstep: Class 16 contains 37376 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 5504 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 85337 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 5529 members 
Mstep: Class 24 contains 86695 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 39150 members 
Mstep: Class 28 contains 25659 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6550 members 
Mstep: Class 33 contains 91174 members 
Mstep: Class 34 contains 12675 members 
Mstep: Class 35 contains 4703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866160.000000 Penalty: 19322.265625
Iteration 410Q: 33 clusters Score -3.586616e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68299 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20855 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2155 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4078 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 55687 members 
Mstep: Class 16 contains 37371 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 5194 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 85436 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 5348 members 
Mstep: Class 24 contains 87627 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 36872 members 
Mstep: Class 28 contains 25700 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 33 contains 91429 members 
Mstep: Class 34 contains 12662 members 
Mstep: Class 35 contains 4669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865688.000000 Penalty: 19322.265625
Iteration 411Q: 33 clusters Score -3.586569e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68303 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20854 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 57039 members 
Mstep: Class 16 contains 37364 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 85359 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 5170 members 
Mstep: Class 24 contains 88711 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 34772 members 
Mstep: Class 28 contains 25749 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6584 members 
Mstep: Class 33 contains 91627 members 
Mstep: Class 34 contains 12647 members 
Mstep: Class 35 contains 4641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865456.000000 Penalty: 19322.265625
Iteration 412Q: 33 clusters Score -3.586546e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68305 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20852 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2168 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1249 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 58348 members 
Mstep: Class 16 contains 37353 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 4648 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 85210 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4970 members 
Mstep: Class 24 contains 89802 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 32800 members 
Mstep: Class 28 contains 25782 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6603 members 
Mstep: Class 33 contains 91809 members 
Mstep: Class 34 contains 12641 members 
Mstep: Class 35 contains 4607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35864996.000000 Penalty: 19322.265625
Iteration 413Q: 33 clusters Score -3.5865e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68305 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20852 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2177 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4059 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 59694 members 
Mstep: Class 16 contains 37359 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 4401 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 85005 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4772 members 
Mstep: Class 24 contains 90835 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 31049 members 
Mstep: Class 28 contains 25773 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6620 members 
Mstep: Class 33 contains 91829 members 
Mstep: Class 34 contains 12649 members 
Mstep: Class 35 contains 4582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865096.000000 Penalty: 19322.265625
Iteration 414Q: 33 clusters Score -3.58651e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68306 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 20852 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2181 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 61002 members 
Mstep: Class 16 contains 37363 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 4194 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 84762 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4560 members 
Mstep: Class 24 contains 91763 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 29583 members 
Mstep: Class 28 contains 25761 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6638 members 
Mstep: Class 33 contains 91727 members 
Mstep: Class 34 contains 12648 members 
Mstep: Class 35 contains 4556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865316.000000 Penalty: 19322.265625
Iteration 415Q: 33 clusters Score -3.586532e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68309 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 20851 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2181 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4070 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 62186 members 
Mstep: Class 16 contains 37359 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 4016 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 84493 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4402 members 
Mstep: Class 24 contains 92965 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 28577 members 
Mstep: Class 28 contains 25742 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6658 members 
Mstep: Class 33 contains 90966 members 
Mstep: Class 34 contains 12657 members 
Mstep: Class 35 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866096.000000 Penalty: 19322.265625
Iteration 416Q: 33 clusters Score -3.58661e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68310 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 20850 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4074 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1235 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 63145 members 
Mstep: Class 16 contains 37355 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 3884 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 84243 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4284 members 
Mstep: Class 24 contains 94307 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 28018 members 
Mstep: Class 28 contains 25788 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6676 members 
Mstep: Class 33 contains 89679 members 
Mstep: Class 34 contains 12663 members 
Mstep: Class 35 contains 4513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866220.000000 Penalty: 19322.265625
Iteration 417Q: 33 clusters Score -3.586622e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68312 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 598 members 
Mstep: Class 5 contains 20849 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4083 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 64103 members 
Mstep: Class 16 contains 37347 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 83917 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4179 members 
Mstep: Class 24 contains 95754 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 27812 members 
Mstep: Class 28 contains 25842 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6695 members 
Mstep: Class 33 contains 87954 members 
Mstep: Class 34 contains 12669 members 
Mstep: Class 35 contains 4494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866308.000000 Penalty: 19322.265625
Iteration 418Q: 33 clusters Score -3.586631e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68313 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 20851 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4088 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1239 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 65025 members 
Mstep: Class 16 contains 37349 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 3690 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 83630 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4099 members 
Mstep: Class 24 contains 97342 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 27882 members 
Mstep: Class 28 contains 25880 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6714 members 
Mstep: Class 33 contains 85772 members 
Mstep: Class 34 contains 12672 members 
Mstep: Class 35 contains 4478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865872.000000 Penalty: 19322.265625
Iteration 419Q: 33 clusters Score -3.586587e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68317 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 20851 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4092 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1232 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 65909 members 
Mstep: Class 16 contains 37367 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 3619 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 83401 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4024 members 
Mstep: Class 24 contains 99296 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 28191 members 
Mstep: Class 28 contains 25889 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6731 members 
Mstep: Class 33 contains 82967 members 
Mstep: Class 34 contains 12680 members 
Mstep: Class 35 contains 4459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35864668.000000 Penalty: 19322.265625
Iteration 420F: 33 clusters Score -3.586467e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68320 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 20851 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4102 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 66694 members 
Mstep: Class 16 contains 37406 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 3558 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 83253 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 3988 members 
Mstep: Class 24 contains 101633 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 28858 members 
Mstep: Class 28 contains 25900 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6744 members 
Mstep: Class 33 contains 79353 members 
Mstep: Class 34 contains 12690 members 
Mstep: Class 35 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862784.000000 Penalty: 19322.265625
Iteration 421Q: 33 clusters Score -3.586278e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68317 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 20851 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4107 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 67558 members 
Mstep: Class 16 contains 37443 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 3525 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 83017 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 104254 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 29788 members 
Mstep: Class 28 contains 25904 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6755 members 
Mstep: Class 33 contains 75167 members 
Mstep: Class 34 contains 12708 members 
Mstep: Class 35 contains 4409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35859776.000000 Penalty: 19322.265625
Iteration 422Q: 33 clusters Score -3.585978e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68315 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 20852 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 68373 members 
Mstep: Class 16 contains 37519 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 3512 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 82730 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4001 members 
Mstep: Class 24 contains 107036 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 30942 members 
Mstep: Class 28 contains 25897 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6773 members 
Mstep: Class 33 contains 70619 members 
Mstep: Class 34 contains 12719 members 
Mstep: Class 35 contains 4389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35856108.000000 Penalty: 19322.265625
Iteration 423Q: 33 clusters Score -3.585611e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68312 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 20853 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4120 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 69313 members 
Mstep: Class 16 contains 37604 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 82466 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4035 members 
Mstep: Class 24 contains 109583 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 32298 members 
Mstep: Class 28 contains 25899 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6786 members 
Mstep: Class 33 contains 65916 members 
Mstep: Class 34 contains 12721 members 
Mstep: Class 35 contains 4366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35852580.000000 Penalty: 19322.265625
Iteration 424Q: 33 clusters Score -3.585258e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68309 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 20853 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4127 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 70227 members 
Mstep: Class 16 contains 37719 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 3507 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 82258 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4085 members 
Mstep: Class 24 contains 111115 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 33813 members 
Mstep: Class 28 contains 25881 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6801 members 
Mstep: Class 33 contains 62002 members 
Mstep: Class 34 contains 12727 members 
Mstep: Class 35 contains 4351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35849708.000000 Penalty: 19322.265625
Iteration 425Q: 33 clusters Score -3.584971e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68314 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 20853 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4133 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 70932 members 
Mstep: Class 16 contains 37836 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 3508 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 82103 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4131 members 
Mstep: Class 24 contains 111981 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 35493 members 
Mstep: Class 28 contains 25858 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6816 members 
Mstep: Class 33 contains 58739 members 
Mstep: Class 34 contains 12736 members 
Mstep: Class 35 contains 4333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35848360.000000 Penalty: 19322.265625
Iteration 426Q: 33 clusters Score -3.584836e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68312 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 20854 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4138 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 71753 members 
Mstep: Class 16 contains 37962 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 3505 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 82028 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4171 members 
Mstep: Class 24 contains 111738 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 37267 members 
Mstep: Class 28 contains 25839 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6835 members 
Mstep: Class 33 contains 56286 members 
Mstep: Class 34 contains 12752 members 
Mstep: Class 35 contains 4322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35847908.000000 Penalty: 19322.265625
Iteration 427Q: 33 clusters Score -3.584791e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68311 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 20857 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4139 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 72649 members 
Mstep: Class 16 contains 38045 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 81951 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4222 members 
Mstep: Class 24 contains 110939 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 38980 members 
Mstep: Class 28 contains 25800 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6850 members 
Mstep: Class 33 contains 54433 members 
Mstep: Class 34 contains 12773 members 
Mstep: Class 35 contains 4311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35847936.000000 Penalty: 19322.265625
Iteration 428Q: 33 clusters Score -3.584794e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68312 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 20857 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4142 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 73660 members 
Mstep: Class 16 contains 38089 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 81950 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4261 members 
Mstep: Class 24 contains 110319 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 40167 members 
Mstep: Class 28 contains 25735 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6867 members 
Mstep: Class 33 contains 52806 members 
Mstep: Class 34 contains 12790 members 
Mstep: Class 35 contains 4306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35847444.000000 Penalty: 19322.265625
Iteration 429Q: 33 clusters Score -3.584744e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68307 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 20857 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4149 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 18431 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 74859 members 
Mstep: Class 16 contains 38104 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 81874 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4268 members 
Mstep: Class 24 contains 110361 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 40446 members 
Mstep: Class 28 contains 25689 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6882 members 
Mstep: Class 33 contains 51348 members 
Mstep: Class 34 contains 12810 members 
Mstep: Class 35 contains 4297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35846188.000000 Penalty: 19322.265625
Iteration 430Q: 33 clusters Score -3.584619e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68307 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 20857 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4158 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 18430 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 76066 members 
Mstep: Class 16 contains 38143 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 81807 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 111046 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 39892 members 
Mstep: Class 28 contains 25628 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6895 members 
Mstep: Class 33 contains 50025 members 
Mstep: Class 34 contains 12823 members 
Mstep: Class 35 contains 4285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35845112.000000 Penalty: 19322.265625
Iteration 431Q: 33 clusters Score -3.584511e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68305 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 20858 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4161 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 18430 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 77357 members 
Mstep: Class 16 contains 38205 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 81152 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 112139 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 39372 members 
Mstep: Class 28 contains 25564 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6904 members 
Mstep: Class 33 contains 48758 members 
Mstep: Class 34 contains 12830 members 
Mstep: Class 35 contains 4271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35844000.000000 Penalty: 19322.265625
Iteration 432Q: 33 clusters Score -3.5844e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68299 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 20858 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4174 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 18430 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 78626 members 
Mstep: Class 16 contains 38278 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 3604 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 79943 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 113251 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 39311 members 
Mstep: Class 28 contains 25506 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6922 members 
Mstep: Class 33 contains 47509 members 
Mstep: Class 34 contains 12850 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35842520.000000 Penalty: 19322.265625
Iteration 433Q: 33 clusters Score -3.584252e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68298 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 20858 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4185 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 18430 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 80006 members 
Mstep: Class 16 contains 38394 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 3697 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 78178 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4408 members 
Mstep: Class 24 contains 114351 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 39597 members 
Mstep: Class 28 contains 25473 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6934 members 
Mstep: Class 33 contains 46264 members 
Mstep: Class 34 contains 12865 members 
Mstep: Class 35 contains 4238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35840896.000000 Penalty: 19322.265625
Iteration 434Q: 33 clusters Score -3.58409e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68302 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 20859 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4202 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1286 members 
Mstep: Class 13 contains 18430 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 81377 members 
Mstep: Class 16 contains 38520 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 3846 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 75890 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4435 members 
Mstep: Class 24 contains 115504 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 40305 members 
Mstep: Class 28 contains 25409 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6948 members 
Mstep: Class 33 contains 45042 members 
Mstep: Class 34 contains 12888 members 
Mstep: Class 35 contains 4215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35838240.000000 Penalty: 19322.265625
Iteration 435Q: 33 clusters Score -3.583824e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68298 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 20860 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 18430 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 82848 members 
Mstep: Class 16 contains 38717 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 4077 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 73108 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4442 members 
Mstep: Class 24 contains 116590 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 41283 members 
Mstep: Class 28 contains 25366 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6962 members 
Mstep: Class 33 contains 43874 members 
Mstep: Class 34 contains 12904 members 
Mstep: Class 35 contains 4182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35835620.000000 Penalty: 19322.265625
Iteration 436Q: 33 clusters Score -3.583562e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68291 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 20860 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 18430 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 84878 members 
Mstep: Class 16 contains 38933 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 4352 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 69554 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4464 members 
Mstep: Class 24 contains 117596 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 42467 members 
Mstep: Class 28 contains 25326 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 33 contains 42723 members 
Mstep: Class 34 contains 12928 members 
Mstep: Class 35 contains 4157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35833136.000000 Penalty: 19322.265625
Iteration 437Q: 33 clusters Score -3.583314e+07 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68283 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 20861 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4230 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 18431 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 87489 members 
Mstep: Class 16 contains 39136 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 4648 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 65308 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4458 members 
Mstep: Class 24 contains 118673 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 43755 members 
Mstep: Class 28 contains 25290 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6986 members 
Mstep: Class 33 contains 41537 members 
Mstep: Class 34 contains 12949 members 
Mstep: Class 35 contains 4124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35830140.000000 Penalty: 19322.265625
Iteration 438Q: 33 clusters Score -3.583014e+07 nChanged 7820
Entering ConstructFrom: 
Score: -35830140.000000 Penalty: 19322.265625
Entering ConstructFrom: 
Trying to split cluster 1 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -13855.517578 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -13855.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13548.160156 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -13548.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13604.999023 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -13605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13628.712891 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -13628.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13637.604492 Penalty: 494.865234
	Iteration 3Q: 3 clusters Score -13637.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13643.559570 Penalty: 494.865234
	Iteration 4Q: 3 clusters Score -13643.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13649.377930 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -13649.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13649.994141 Penalty: 494.865234
	Iteration 6Q: 3 clusters Score -13649.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13649.994141 Penalty: 494.865234
	Iteration 7F: 3 clusters Score -13649.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (68282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68282 members 
Entering Unmasked Estep 
Score: -4069676.500000 Penalty: 506.478760
	Iteration 0F: 2 clusters Score -4069676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -4023674.500000 Penalty: 1012.957520
	Iteration 0F: 3 clusters Score -4023674 nChanged 33186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -4044736.250000 Penalty: 1012.957520
	Iteration 1F: 3 clusters Score -4044736 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -4047091.500000 Penalty: 1012.957520
	Iteration 2F: 3 clusters Score -4047092 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -4050822.000000 Penalty: 1012.957520
	Iteration 3F: 3 clusters Score -4050822 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -4055491.750000 Penalty: 1012.957520
	Iteration 4F: 3 clusters Score -4055492 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -4059763.250000 Penalty: 1012.957520
	Iteration 5F: 3 clusters Score -4059763 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -4062319.500000 Penalty: 1012.957520
	Iteration 6Q: 3 clusters Score -4062320 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 57930 members 
Entering Unmasked Estep 
Score: -4063608.750000 Penalty: 1012.957520
	Iteration 7Q: 3 clusters Score -4063609 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 59361 members 
Entering Unmasked Estep 
Score: -4064492.250000 Penalty: 1012.957520
	Iteration 8Q: 3 clusters Score -4064492 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -4065238.500000 Penalty: 1012.957520
	Iteration 9Q: 3 clusters Score -4065238 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 61824 members 
Entering Unmasked Estep 
Score: -4065915.250000 Penalty: 1012.957520
	Iteration 10Q: 3 clusters Score -4065915 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 62837 members 
Entering Unmasked Estep 
Score: -4066497.250000 Penalty: 1012.957520
	Iteration 11Q: 3 clusters Score -4066497 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -4067003.250000 Penalty: 1012.957520
	Iteration 12Q: 3 clusters Score -4067003 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 64483 members 
Entering Unmasked Estep 
Score: -4067395.750000 Penalty: 1012.957520
	Iteration 13Q: 3 clusters Score -4067396 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 65175 members 
Entering Unmasked Estep 
Score: -4067789.500000 Penalty: 1012.957520
	Iteration 14Q: 3 clusters Score -4067790 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 65752 members 
Entering Unmasked Estep 
Score: -4068116.250000 Penalty: 1012.957520
	Iteration 15Q: 3 clusters Score -4068116 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -4068392.750000 Penalty: 1012.957520
	Iteration 16Q: 3 clusters Score -4068393 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -4068619.000000 Penalty: 1012.957520
	Iteration 17Q: 3 clusters Score -4068619 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -4068790.000000 Penalty: 1012.957520
	Iteration 18Q: 3 clusters Score -4068790 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 67165 members 
Entering Unmasked Estep 
Score: -4068902.750000 Penalty: 1012.957520
	Iteration 19Q: 3 clusters Score -4068903 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -4068988.250000 Penalty: 1012.957520
	Iteration 20F: 3 clusters Score -4068988 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 67478 members 
Entering Unmasked Estep 
Score: -4069041.250000 Penalty: 1012.957520
	Iteration 21Q: 3 clusters Score -4069041 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -4069087.500000 Penalty: 1012.957520
	Iteration 22Q: 3 clusters Score -4069088 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -4069128.000000 Penalty: 1012.957520
	Iteration 23Q: 3 clusters Score -4069128 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -4069162.000000 Penalty: 1012.957520
	Iteration 24Q: 3 clusters Score -4069162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -4069193.250000 Penalty: 1012.957520
	Iteration 25Q: 3 clusters Score -4069193 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 67809 members 
Entering Unmasked Estep 
Score: -4069213.250000 Penalty: 1012.957520
	Iteration 26Q: 3 clusters Score -4069213 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 67835 members 
Entering Unmasked Estep 
Score: -4069226.000000 Penalty: 1012.957520
	Iteration 27Q: 3 clusters Score -4069226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 67853 members 
Entering Unmasked Estep 
Score: -4069233.750000 Penalty: 1012.957520
	Iteration 28Q: 3 clusters Score -4069234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 67874 members 
Entering Unmasked Estep 
Score: -4069239.750000 Penalty: 1012.957520
	Iteration 29Q: 3 clusters Score -4069240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 67895 members 
Entering Unmasked Estep 
Score: -4069246.750000 Penalty: 1012.957520
	Iteration 30Q: 3 clusters Score -4069247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 67915 members 
Entering Unmasked Estep 
Score: -4069261.250000 Penalty: 1012.957520
	Iteration 31Q: 3 clusters Score -4069261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -4069271.000000 Penalty: 1012.957520
	Iteration 32Q: 3 clusters Score -4069271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 67937 members 
Entering Unmasked Estep 
Score: -4069275.000000 Penalty: 1012.957520
	Iteration 33Q: 3 clusters Score -4069275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 67945 members 
Entering Unmasked Estep 
Score: -4069283.500000 Penalty: 1012.957520
	Iteration 34Q: 3 clusters Score -4069284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 67953 members 
Entering Unmasked Estep 
Score: -4069287.250000 Penalty: 1012.957520
	Iteration 35Q: 3 clusters Score -4069287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 67956 members 
Entering Unmasked Estep 
Score: -4069288.750000 Penalty: 1012.957520
	Iteration 36Q: 3 clusters Score -4069289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 67960 members 
Entering Unmasked Estep 
Score: -4069292.000000 Penalty: 1012.957520
	Iteration 37Q: 3 clusters Score -4069292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 67960 members 
Entering Unmasked Estep 
Score: -4069292.000000 Penalty: 1012.957520
	Iteration 38F: 3 clusters Score -4069292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Entering Unmasked Estep 
Score: -231455.437500 Penalty: 377.402008
	Iteration 0F: 2 clusters Score -231455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -228763.468750 Penalty: 754.804016
	Iteration 0F: 3 clusters Score -228763.5 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -229688.109375 Penalty: 754.804016
	Iteration 1F: 3 clusters Score -229688.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -229785.640625 Penalty: 754.804016
	Iteration 2F: 3 clusters Score -229785.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -229934.718750 Penalty: 754.804016
	Iteration 3F: 3 clusters Score -229934.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -230142.546875 Penalty: 754.804016
	Iteration 4F: 3 clusters Score -230142.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -230388.125000 Penalty: 754.804016
	Iteration 5F: 3 clusters Score -230388.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -230658.937500 Penalty: 754.804016
	Iteration 6F: 3 clusters Score -230658.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -230884.734375 Penalty: 754.804016
	Iteration 7F: 3 clusters Score -230884.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -231082.578125 Penalty: 754.804016
	Iteration 8F: 3 clusters Score -231082.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -231200.031250 Penalty: 754.804016
	Iteration 9Q: 3 clusters Score -231200 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -231261.296875 Penalty: 754.804016
	Iteration 10Q: 3 clusters Score -231261.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -231289.156250 Penalty: 754.804016
	Iteration 11Q: 3 clusters Score -231289.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -231303.796875 Penalty: 754.804016
	Iteration 12Q: 3 clusters Score -231303.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -231310.171875 Penalty: 754.804016
	Iteration 13Q: 3 clusters Score -231310.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -231313.140625 Penalty: 754.804016
	Iteration 14Q: 3 clusters Score -231313.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -231315.000000 Penalty: 754.804016
	Iteration 15Q: 3 clusters Score -231315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -231314.671875 Penalty: 754.804016
	Iteration 16Q: 3 clusters Score -231314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -231314.734375 Penalty: 754.804016
	Iteration 17Q: 3 clusters Score -231314.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -231314.734375 Penalty: 754.804016
	Iteration 18F: 3 clusters Score -231314.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -38068.859375 Penalty: 290.526337
	Iteration 0F: 2 clusters Score -38068.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -37507.449219 Penalty: 581.052673
	Iteration 0F: 3 clusters Score -37507.45 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -37645.617188 Penalty: 581.052673
	Iteration 1F: 3 clusters Score -37645.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -37678.843750 Penalty: 581.052673
	Iteration 2F: 3 clusters Score -37678.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -37706.808594 Penalty: 581.052673
	Iteration 3F: 3 clusters Score -37706.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -37732.601562 Penalty: 581.052673
	Iteration 4Q: 3 clusters Score -37732.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -37753.394531 Penalty: 581.052673
	Iteration 5Q: 3 clusters Score -37753.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -37769.722656 Penalty: 581.052673
	Iteration 6Q: 3 clusters Score -37769.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -37782.347656 Penalty: 581.052673
	Iteration 7Q: 3 clusters Score -37782.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -37790.117188 Penalty: 581.052673
	Iteration 8Q: 3 clusters Score -37790.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -37800.484375 Penalty: 581.052673
	Iteration 9Q: 3 clusters Score -37800.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -37812.945312 Penalty: 581.052673
	Iteration 10Q: 3 clusters Score -37812.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -37824.453125 Penalty: 581.052673
	Iteration 11Q: 3 clusters Score -37824.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -37829.914062 Penalty: 581.052673
	Iteration 12Q: 3 clusters Score -37829.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -37836.664062 Penalty: 581.052673
	Iteration 13Q: 3 clusters Score -37836.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -37848.351562 Penalty: 581.052673
	Iteration 14Q: 3 clusters Score -37848.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -37856.808594 Penalty: 581.052673
	Iteration 15Q: 3 clusters Score -37856.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -37858.000000 Penalty: 581.052673
	Iteration 16Q: 3 clusters Score -37858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -37859.410156 Penalty: 581.052673
	Iteration 17Q: 3 clusters Score -37859.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -37861.207031 Penalty: 581.052673
	Iteration 18Q: 3 clusters Score -37861.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -37861.722656 Penalty: 581.052673
	Iteration 19Q: 3 clusters Score -37861.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -37863.683594 Penalty: 581.052673
	Iteration 20F: 3 clusters Score -37863.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -37865.269531 Penalty: 581.052673
	Iteration 21Q: 3 clusters Score -37865.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -37865.269531 Penalty: 581.052673
	Iteration 22F: 3 clusters Score -37865.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Entering Unmasked Estep 
Score: -1317770.375000 Penalty: 452.528656
	Iteration 0F: 2 clusters Score -1317770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1303799.875000 Penalty: 905.057312
	Iteration 0F: 3 clusters Score -1303800 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1309774.750000 Penalty: 905.057312
	Iteration 1F: 3 clusters Score -1309775 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1310276.875000 Penalty: 905.057312
	Iteration 2Q: 3 clusters Score -1310277 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1311017.250000 Penalty: 905.057312
	Iteration 3F: 3 clusters Score -1311017 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1312053.000000 Penalty: 905.057312
	Iteration 4F: 3 clusters Score -1312053 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1313289.375000 Penalty: 905.057312
	Iteration 5F: 3 clusters Score -1313289 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1314575.250000 Penalty: 905.057312
	Iteration 6F: 3 clusters Score -1314575 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1315646.625000 Penalty: 905.057312
	Iteration 7Q: 3 clusters Score -1315647 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1316372.000000 Penalty: 905.057312
	Iteration 8Q: 3 clusters Score -1316372 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1316714.000000 Penalty: 905.057312
	Iteration 9Q: 3 clusters Score -1316714 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1316882.250000 Penalty: 905.057312
	Iteration 10Q: 3 clusters Score -1316882 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1316961.750000 Penalty: 905.057312
	Iteration 11Q: 3 clusters Score -1316962 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1317028.125000 Penalty: 905.057312
	Iteration 12Q: 3 clusters Score -1317028 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1317081.750000 Penalty: 905.057312
	Iteration 13Q: 3 clusters Score -1317082 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1317118.625000 Penalty: 905.057312
	Iteration 14Q: 3 clusters Score -1317119 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1317151.750000 Penalty: 905.057312
	Iteration 15Q: 3 clusters Score -1317152 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1317181.250000 Penalty: 905.057312
	Iteration 16Q: 3 clusters Score -1317181 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1317211.750000 Penalty: 905.057312
	Iteration 17Q: 3 clusters Score -1317212 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1317239.375000 Penalty: 905.057312
	Iteration 18Q: 3 clusters Score -1317239 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1317264.875000 Penalty: 905.057312
	Iteration 19Q: 3 clusters Score -1317265 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1317284.000000 Penalty: 905.057312
	Iteration 20F: 3 clusters Score -1317284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1317298.125000 Penalty: 905.057312
	Iteration 21Q: 3 clusters Score -1317298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1317305.375000 Penalty: 905.057312
	Iteration 22Q: 3 clusters Score -1317305 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1317317.375000 Penalty: 905.057312
	Iteration 23Q: 3 clusters Score -1317317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1317326.000000 Penalty: 905.057312
	Iteration 24Q: 3 clusters Score -1317326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1317334.625000 Penalty: 905.057312
	Iteration 25Q: 3 clusters Score -1317335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1317345.875000 Penalty: 905.057312
	Iteration 26Q: 3 clusters Score -1317346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1317354.375000 Penalty: 905.057312
	Iteration 27Q: 3 clusters Score -1317354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1317359.625000 Penalty: 905.057312
	Iteration 28Q: 3 clusters Score -1317360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1317362.375000 Penalty: 905.057312
	Iteration 29Q: 3 clusters Score -1317362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1317365.375000 Penalty: 905.057312
	Iteration 30Q: 3 clusters Score -1317365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1317368.375000 Penalty: 905.057312
	Iteration 31Q: 3 clusters Score -1317368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1317370.750000 Penalty: 905.057312
	Iteration 32Q: 3 clusters Score -1317371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1317372.750000 Penalty: 905.057312
	Iteration 33Q: 3 clusters Score -1317373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1317374.250000 Penalty: 905.057312
	Iteration 34Q: 3 clusters Score -1317374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1317379.375000 Penalty: 905.057312
	Iteration 35Q: 3 clusters Score -1317379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1317382.250000 Penalty: 905.057312
	Iteration 36Q: 3 clusters Score -1317382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1317384.875000 Penalty: 905.057312
	Iteration 37Q: 3 clusters Score -1317385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1317386.625000 Penalty: 905.057312
	Iteration 38Q: 3 clusters Score -1317387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1317389.000000 Penalty: 905.057312
	Iteration 39Q: 3 clusters Score -1317389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1317389.625000 Penalty: 905.057312
	Iteration 40F: 3 clusters Score -1317390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1317391.750000 Penalty: 905.057312
	Iteration 41Q: 3 clusters Score -1317392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1317393.625000 Penalty: 905.057312
	Iteration 42Q: 3 clusters Score -1317394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1317393.750000 Penalty: 905.057312
	Iteration 43Q: 3 clusters Score -1317394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1317394.750000 Penalty: 905.057312
	Iteration 44Q: 3 clusters Score -1317395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1317394.625000 Penalty: 905.057312
	Iteration 45Q: 3 clusters Score -1317395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1317396.875000 Penalty: 905.057312
	Iteration 46Q: 3 clusters Score -1317397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1317396.750000 Penalty: 905.057312
	Iteration 47Q: 3 clusters Score -1317397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1317397.000000 Penalty: 905.057312
	Iteration 48Q: 3 clusters Score -1317397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1317396.625000 Penalty: 905.057312
	Iteration 49Q: 3 clusters Score -1317397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1317396.500000 Penalty: 905.057312
	Iteration 50Q: 3 clusters Score -1317396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1317396.500000 Penalty: 905.057312
	Iteration 51F: 3 clusters Score -1317396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -99639.960938 Penalty: 334.652588
	Iteration 0F: 2 clusters Score -99639.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -98488.835938 Penalty: 669.305176
	Iteration 0F: 3 clusters Score -98488.84 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -98857.289062 Penalty: 669.305176
	Iteration 1F: 3 clusters Score -98857.29 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -98951.421875 Penalty: 669.305176
	Iteration 2F: 3 clusters Score -98951.42 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -99029.625000 Penalty: 669.305176
	Iteration 3F: 3 clusters Score -99029.62 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -99114.992188 Penalty: 669.305176
	Iteration 4F: 3 clusters Score -99114.99 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -99203.429688 Penalty: 669.305176
	Iteration 5Q: 3 clusters Score -99203.43 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -99267.882812 Penalty: 669.305176
	Iteration 6Q: 3 clusters Score -99267.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -99310.726562 Penalty: 669.305176
	Iteration 7Q: 3 clusters Score -99310.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -99341.523438 Penalty: 669.305176
	Iteration 8Q: 3 clusters Score -99341.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -99367.695312 Penalty: 669.305176
	Iteration 9Q: 3 clusters Score -99367.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -99377.125000 Penalty: 669.305176
	Iteration 10Q: 3 clusters Score -99377.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -99382.507812 Penalty: 669.305176
	Iteration 11Q: 3 clusters Score -99382.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -99385.453125 Penalty: 669.305176
	Iteration 12Q: 3 clusters Score -99385.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -99389.046875 Penalty: 669.305176
	Iteration 13Q: 3 clusters Score -99389.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -99393.640625 Penalty: 669.305176
	Iteration 14Q: 3 clusters Score -99393.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -99396.484375 Penalty: 669.305176
	Iteration 15Q: 3 clusters Score -99396.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -99398.250000 Penalty: 669.305176
	Iteration 16Q: 3 clusters Score -99398.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -99398.250000 Penalty: 669.305176
	Iteration 17F: 3 clusters Score -99398.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -138482.640625 Penalty: 349.908020
	Iteration 0F: 2 clusters Score -138482.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -136939.562500 Penalty: 699.816040
	Iteration 0F: 3 clusters Score -136939.6 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -137379.625000 Penalty: 699.816040
	Iteration 1F: 3 clusters Score -137379.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -137429.578125 Penalty: 699.816040
	Iteration 2F: 3 clusters Score -137429.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -137487.937500 Penalty: 699.816040
	Iteration 3Q: 3 clusters Score -137487.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -137558.453125 Penalty: 699.816040
	Iteration 4F: 3 clusters Score -137558.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -137660.515625 Penalty: 699.816040
	Iteration 5F: 3 clusters Score -137660.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -137800.031250 Penalty: 699.816040
	Iteration 6F: 3 clusters Score -137800 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -137944.000000 Penalty: 699.816040
	Iteration 7F: 3 clusters Score -137944 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -138066.078125 Penalty: 699.816040
	Iteration 8F: 3 clusters Score -138066.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -138185.578125 Penalty: 699.816040
	Iteration 9F: 3 clusters Score -138185.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -138282.984375 Penalty: 699.816040
	Iteration 10Q: 3 clusters Score -138283 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -138333.046875 Penalty: 699.816040
	Iteration 11Q: 3 clusters Score -138333 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -138369.484375 Penalty: 699.816040
	Iteration 12Q: 3 clusters Score -138369.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -138397.703125 Penalty: 699.816040
	Iteration 13Q: 3 clusters Score -138397.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -138413.140625 Penalty: 699.816040
	Iteration 14Q: 3 clusters Score -138413.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -138424.796875 Penalty: 699.816040
	Iteration 15Q: 3 clusters Score -138424.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -138429.484375 Penalty: 699.816040
	Iteration 16Q: 3 clusters Score -138429.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -138434.843750 Penalty: 699.816040
	Iteration 17Q: 3 clusters Score -138434.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -138436.765625 Penalty: 699.816040
	Iteration 18Q: 3 clusters Score -138436.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -138438.218750 Penalty: 699.816040
	Iteration 19Q: 3 clusters Score -138438.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -138439.671875 Penalty: 699.816040
	Iteration 20F: 3 clusters Score -138439.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -138440.781250 Penalty: 699.816040
	Iteration 21Q: 3 clusters Score -138440.8 nChanged 6
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: -138442.812500 Penalty: 699.816040
	Iteration 22Q: 3 clusters Score -138442.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -138445.812500 Penalty: 699.816040
	Iteration 23Q: 3 clusters Score -138445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -138447.593750 Penalty: 699.816040
	Iteration 24Q: 3 clusters Score -138447.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -138450.078125 Penalty: 699.816040
	Iteration 25Q: 3 clusters Score -138450.1 nChanged 3
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: -138451.187500 Penalty: 699.816040
	Iteration 26Q: 3 clusters Score -138451.2 nChanged 5
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: -138452.234375 Penalty: 699.816040
	Iteration 27Q: 3 clusters Score -138452.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -138453.593750 Penalty: 699.816040
	Iteration 28Q: 3 clusters Score -138453.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -138454.265625 Penalty: 699.816040
	Iteration 29Q: 3 clusters Score -138454.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -138455.453125 Penalty: 699.816040
	Iteration 30Q: 3 clusters Score -138455.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -138456.218750 Penalty: 699.816040
	Iteration 31Q: 3 clusters Score -138456.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -138456.609375 Penalty: 699.816040
	Iteration 32Q: 3 clusters Score -138456.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -138456.843750 Penalty: 699.816040
	Iteration 33Q: 3 clusters Score -138456.8 nChanged 1
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: -138456.765625 Penalty: 699.816040
	Iteration 34Q: 3 clusters Score -138456.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -138456.812500 Penalty: 699.816040
	Iteration 35Q: 3 clusters Score -138456.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -138456.812500 Penalty: 699.816040
	Iteration 36F: 3 clusters Score -138456.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -13538.656250 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -13538.66 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 135 members 
Entering Unmasked Estep 
Score: -13206.772461 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -13206.77 nChanged 73
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: -13284.260742 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -13284.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13318.492188 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -13318.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13342.933594 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -13342.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13358.884766 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -13358.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13368.854492 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -13368.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13389.962891 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -13389.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13416.887695 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -13416.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13434.062500 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -13434.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13436.710938 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -13436.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13437.703125 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -13437.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13442.781250 Penalty: 506.719360
	Iteration 11Q: 3 clusters Score -13442.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13445.572266 Penalty: 506.719360
	Iteration 12Q: 3 clusters Score -13445.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13446.429688 Penalty: 506.719360
	Iteration 13Q: 3 clusters Score -13446.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -13448.079102 Penalty: 506.719360
	Iteration 14Q: 3 clusters Score -13448.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -13451.736328 Penalty: 506.719360
	Iteration 15Q: 3 clusters Score -13451.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13460.064453 Penalty: 506.719360
	Iteration 16Q: 3 clusters Score -13460.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13462.919922 Penalty: 506.719360
	Iteration 17Q: 3 clusters Score -13462.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13463.984375 Penalty: 506.719360
	Iteration 18Q: 3 clusters Score -13463.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -13465.645508 Penalty: 506.719360
	Iteration 19Q: 3 clusters Score -13465.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -13466.579102 Penalty: 506.719360
	Iteration 20F: 3 clusters Score -13466.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13471.619141 Penalty: 506.719360
	Iteration 21Q: 3 clusters Score -13471.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -13472.081055 Penalty: 506.719360
	Iteration 22Q: 3 clusters Score -13472.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -13472.081055 Penalty: 506.719360
	Iteration 23F: 3 clusters Score -13472.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Entering Unmasked Estep 
Score: -270675.250000 Penalty: 379.804565
	Iteration 0F: 2 clusters Score -270675.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -267766.437500 Penalty: 759.609131
	Iteration 0F: 3 clusters Score -267766.4 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -268763.968750 Penalty: 759.609131
	Iteration 1F: 3 clusters Score -268764 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -268821.781250 Penalty: 759.609131
	Iteration 2Q: 3 clusters Score -268821.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -268884.031250 Penalty: 759.609131
	Iteration 3Q: 3 clusters Score -268884 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -268954.062500 Penalty: 759.609131
	Iteration 4Q: 3 clusters Score -268954.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -269036.375000 Penalty: 759.609131
	Iteration 5Q: 3 clusters Score -269036.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -269159.000000 Penalty: 759.609131
	Iteration 6F: 3 clusters Score -269159 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -269307.843750 Penalty: 759.609131
	Iteration 7F: 3 clusters Score -269307.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -269490.437500 Penalty: 759.609131
	Iteration 8F: 3 clusters Score -269490.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -269710.968750 Penalty: 759.609131
	Iteration 9F: 3 clusters Score -269711 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -269950.250000 Penalty: 759.609131
	Iteration 10F: 3 clusters Score -269950.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -270121.500000 Penalty: 759.609131
	Iteration 11Q: 3 clusters Score -270121.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -270233.125000 Penalty: 759.609131
	Iteration 12Q: 3 clusters Score -270233.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -270299.531250 Penalty: 759.609131
	Iteration 13Q: 3 clusters Score -270299.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -270327.125000 Penalty: 759.609131
	Iteration 14Q: 3 clusters Score -270327.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -270338.468750 Penalty: 759.609131
	Iteration 15Q: 3 clusters Score -270338.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -270343.468750 Penalty: 759.609131
	Iteration 16Q: 3 clusters Score -270343.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -270347.093750 Penalty: 759.609131
	Iteration 17Q: 3 clusters Score -270347.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -270351.000000 Penalty: 759.609131
	Iteration 18Q: 3 clusters Score -270351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -270351.968750 Penalty: 759.609131
	Iteration 19Q: 3 clusters Score -270352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -270353.343750 Penalty: 759.609131
	Iteration 20F: 3 clusters Score -270353.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -270354.625000 Penalty: 759.609131
	Iteration 21Q: 3 clusters Score -270354.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -270357.406250 Penalty: 759.609131
	Iteration 22Q: 3 clusters Score -270357.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -270360.687500 Penalty: 759.609131
	Iteration 23Q: 3 clusters Score -270360.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -270364.468750 Penalty: 759.609131
	Iteration 24Q: 3 clusters Score -270364.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -270365.781250 Penalty: 759.609131
	Iteration 25Q: 3 clusters Score -270365.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -270365.937500 Penalty: 759.609131
	Iteration 26Q: 3 clusters Score -270365.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -270365.937500 Penalty: 759.609131
	Iteration 27F: 3 clusters Score -270365.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -42033.933594 Penalty: 302.705261
	Iteration 0F: 2 clusters Score -42033.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -41352.781250 Penalty: 605.410522
	Iteration 0F: 3 clusters Score -41352.78 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -41573.718750 Penalty: 605.410522
	Iteration 1F: 3 clusters Score -41573.72 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -41636.574219 Penalty: 605.410522
	Iteration 2F: 3 clusters Score -41636.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -41662.257812 Penalty: 605.410522
	Iteration 3F: 3 clusters Score -41662.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -41675.960938 Penalty: 605.410522
	Iteration 4Q: 3 clusters Score -41675.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -41686.964844 Penalty: 605.410522
	Iteration 5Q: 3 clusters Score -41686.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -41702.613281 Penalty: 605.410522
	Iteration 6Q: 3 clusters Score -41702.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -41720.843750 Penalty: 605.410522
	Iteration 7Q: 3 clusters Score -41720.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -41745.597656 Penalty: 605.410522
	Iteration 8Q: 3 clusters Score -41745.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -41774.730469 Penalty: 605.410522
	Iteration 9Q: 3 clusters Score -41774.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -41786.730469 Penalty: 605.410522
	Iteration 10Q: 3 clusters Score -41786.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -41794.636719 Penalty: 605.410522
	Iteration 11Q: 3 clusters Score -41794.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -41798.488281 Penalty: 605.410522
	Iteration 12Q: 3 clusters Score -41798.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -41799.531250 Penalty: 605.410522
	Iteration 13Q: 3 clusters Score -41799.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -41800.082031 Penalty: 605.410522
	Iteration 14Q: 3 clusters Score -41800.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -41800.082031 Penalty: 605.410522
	Iteration 15F: 3 clusters Score -41800.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Entering Unmasked Estep 
Score: -78721.078125 Penalty: 326.345337
	Iteration 0F: 2 clusters Score -78721.08 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 698 members 
Entering Unmasked Estep 
Score: -77712.914062 Penalty: 652.690674
	Iteration 0F: 3 clusters Score -77712.91 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -78044.226562 Penalty: 652.690674
	Iteration 1F: 3 clusters Score -78044.23 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -78121.867188 Penalty: 652.690674
	Iteration 2F: 3 clusters Score -78121.87 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -78174.343750 Penalty: 652.690674
	Iteration 3F: 3 clusters Score -78174.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -78227.695312 Penalty: 652.690674
	Iteration 4Q: 3 clusters Score -78227.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -78289.875000 Penalty: 652.690674
	Iteration 5Q: 3 clusters Score -78289.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -78339.609375 Penalty: 652.690674
	Iteration 6Q: 3 clusters Score -78339.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -78375.523438 Penalty: 652.690674
	Iteration 7Q: 3 clusters Score -78375.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -78406.046875 Penalty: 652.690674
	Iteration 8Q: 3 clusters Score -78406.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -78423.421875 Penalty: 652.690674
	Iteration 9Q: 3 clusters Score -78423.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -78432.585938 Penalty: 652.690674
	Iteration 10Q: 3 clusters Score -78432.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -78445.164062 Penalty: 652.690674
	Iteration 11Q: 3 clusters Score -78445.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -78450.992188 Penalty: 652.690674
	Iteration 12Q: 3 clusters Score -78450.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -78453.007812 Penalty: 652.690674
	Iteration 13Q: 3 clusters Score -78453.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -78457.031250 Penalty: 652.690674
	Iteration 14Q: 3 clusters Score -78457.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -78459.765625 Penalty: 652.690674
	Iteration 15Q: 3 clusters Score -78459.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -78463.875000 Penalty: 652.690674
	Iteration 16Q: 3 clusters Score -78463.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -78466.875000 Penalty: 652.690674
	Iteration 17Q: 3 clusters Score -78466.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -78469.773438 Penalty: 652.690674
	Iteration 18Q: 3 clusters Score -78469.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -78471.171875 Penalty: 652.690674
	Iteration 19Q: 3 clusters Score -78471.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -78472.750000 Penalty: 652.690674
	Iteration 20F: 3 clusters Score -78472.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -78474.953125 Penalty: 652.690674
	Iteration 21Q: 3 clusters Score -78474.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -78475.968750 Penalty: 652.690674
	Iteration 22Q: 3 clusters Score -78475.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -78476.539062 Penalty: 652.690674
	Iteration 23Q: 3 clusters Score -78476.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -78476.695312 Penalty: 652.690674
	Iteration 24Q: 3 clusters Score -78476.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -78477.046875 Penalty: 652.690674
	Iteration 25Q: 3 clusters Score -78477.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -78477.523438 Penalty: 652.690674
	Iteration 26Q: 3 clusters Score -78477.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -78477.679688 Penalty: 652.690674
	Iteration 27Q: 3 clusters Score -78477.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -78477.679688 Penalty: 652.690674
	Iteration 28F: 3 clusters Score -78477.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Entering Unmasked Estep 
Score: -1147774.250000 Penalty: 446.893860
	Iteration 0F: 2 clusters Score -1147774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1135455.250000 Penalty: 893.787720
	Iteration 0F: 3 clusters Score -1135455 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1140384.750000 Penalty: 893.787720
	Iteration 1F: 3 clusters Score -1140385 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1140587.000000 Penalty: 893.787720
	Iteration 2Q: 3 clusters Score -1140587 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1140837.375000 Penalty: 893.787720
	Iteration 3Q: 3 clusters Score -1140837 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1141186.625000 Penalty: 893.787720
	Iteration 4Q: 3 clusters Score -1141187 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1141699.625000 Penalty: 893.787720
	Iteration 5Q: 3 clusters Score -1141700 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1142377.625000 Penalty: 893.787720
	Iteration 6F: 3 clusters Score -1142378 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1143195.000000 Penalty: 893.787720
	Iteration 7F: 3 clusters Score -1143195 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1144014.125000 Penalty: 893.787720
	Iteration 8F: 3 clusters Score -1144014 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1144700.500000 Penalty: 893.787720
	Iteration 9F: 3 clusters Score -1144700 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1145197.875000 Penalty: 893.787720
	Iteration 10Q: 3 clusters Score -1145198 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1145568.375000 Penalty: 893.787720
	Iteration 11Q: 3 clusters Score -1145568 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -1145888.000000 Penalty: 893.787720
	Iteration 12Q: 3 clusters Score -1145888 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1146196.250000 Penalty: 893.787720
	Iteration 13Q: 3 clusters Score -1146196 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1146460.000000 Penalty: 893.787720
	Iteration 14Q: 3 clusters Score -1146460 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -1146699.625000 Penalty: 893.787720
	Iteration 15Q: 3 clusters Score -1146700 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -1146895.750000 Penalty: 893.787720
	Iteration 16Q: 3 clusters Score -1146896 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -1147038.500000 Penalty: 893.787720
	Iteration 17Q: 3 clusters Score -1147038 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -1147148.000000 Penalty: 893.787720
	Iteration 18Q: 3 clusters Score -1147148 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -1147214.125000 Penalty: 893.787720
	Iteration 19Q: 3 clusters Score -1147214 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -1147253.750000 Penalty: 893.787720
	Iteration 20F: 3 clusters Score -1147254 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -1147276.750000 Penalty: 893.787720
	Iteration 21Q: 3 clusters Score -1147277 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -1147291.500000 Penalty: 893.787720
	Iteration 22Q: 3 clusters Score -1147292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -1147313.125000 Penalty: 893.787720
	Iteration 23Q: 3 clusters Score -1147313 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -1147329.750000 Penalty: 893.787720
	Iteration 24Q: 3 clusters Score -1147330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -1147346.125000 Penalty: 893.787720
	Iteration 25Q: 3 clusters Score -1147346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -1147350.250000 Penalty: 893.787720
	Iteration 26Q: 3 clusters Score -1147350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1147354.750000 Penalty: 893.787720
	Iteration 27Q: 3 clusters Score -1147355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -1147360.250000 Penalty: 893.787720
	Iteration 28Q: 3 clusters Score -1147360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -1147362.750000 Penalty: 893.787720
	Iteration 29Q: 3 clusters Score -1147363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -1147365.500000 Penalty: 893.787720
	Iteration 30Q: 3 clusters Score -1147366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -1147367.250000 Penalty: 893.787720
	Iteration 31Q: 3 clusters Score -1147367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -1147367.875000 Penalty: 893.787720
	Iteration 32Q: 3 clusters Score -1147368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -1147370.750000 Penalty: 893.787720
	Iteration 33Q: 3 clusters Score -1147371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -1147374.500000 Penalty: 893.787720
	Iteration 34Q: 3 clusters Score -1147374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -1147378.625000 Penalty: 893.787720
	Iteration 35Q: 3 clusters Score -1147379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -1147381.625000 Penalty: 893.787720
	Iteration 36Q: 3 clusters Score -1147382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -1147385.000000 Penalty: 893.787720
	Iteration 37Q: 3 clusters Score -1147385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -1147388.125000 Penalty: 893.787720
	Iteration 38Q: 3 clusters Score -1147388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -1147391.125000 Penalty: 893.787720
	Iteration 39Q: 3 clusters Score -1147391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -1147392.500000 Penalty: 893.787720
	Iteration 40F: 3 clusters Score -1147392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -1147394.750000 Penalty: 893.787720
	Iteration 41Q: 3 clusters Score -1147395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -1147393.625000 Penalty: 893.787720
	Iteration 42Q: 3 clusters Score -1147394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -1147393.625000 Penalty: 893.787720
	Iteration 43F: 3 clusters Score -1147394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -40295.574219 Penalty: 298.203979
	Iteration 0F: 2 clusters Score -40295.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39684.589844 Penalty: 596.407959
	Iteration 0F: 3 clusters Score -39684.59 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -39872.589844 Penalty: 596.407959
	Iteration 1F: 3 clusters Score -39872.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -39907.632812 Penalty: 596.407959
	Iteration 2F: 3 clusters Score -39907.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -39931.949219 Penalty: 596.407959
	Iteration 3Q: 3 clusters Score -39931.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -39959.886719 Penalty: 596.407959
	Iteration 4Q: 3 clusters Score -39959.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -39977.625000 Penalty: 596.407959
	Iteration 5Q: 3 clusters Score -39977.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -39992.820312 Penalty: 596.407959
	Iteration 6Q: 3 clusters Score -39992.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -40003.484375 Penalty: 596.407959
	Iteration 7Q: 3 clusters Score -40003.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -40011.824219 Penalty: 596.407959
	Iteration 8Q: 3 clusters Score -40011.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -40024.546875 Penalty: 596.407959
	Iteration 9Q: 3 clusters Score -40024.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -40029.742188 Penalty: 596.407959
	Iteration 10Q: 3 clusters Score -40029.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -40037.847656 Penalty: 596.407959
	Iteration 11Q: 3 clusters Score -40037.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -40046.261719 Penalty: 596.407959
	Iteration 12Q: 3 clusters Score -40046.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -40050.933594 Penalty: 596.407959
	Iteration 13Q: 3 clusters Score -40050.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -40053.679688 Penalty: 596.407959
	Iteration 14Q: 3 clusters Score -40053.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -40056.898438 Penalty: 596.407959
	Iteration 15Q: 3 clusters Score -40056.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -40058.582031 Penalty: 596.407959
	Iteration 16Q: 3 clusters Score -40058.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -40058.640625 Penalty: 596.407959
	Iteration 17Q: 3 clusters Score -40058.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -40058.921875 Penalty: 596.407959
	Iteration 18Q: 3 clusters Score -40058.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -40058.921875 Penalty: 596.407959
	Iteration 19F: 3 clusters Score -40058.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90502 members 
Entering Unmasked Estep 
Score: -5957078.000000 Penalty: 519.297302
	Iteration 0F: 2 clusters Score -5957078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -5902545.500000 Penalty: 1038.594604
	Iteration 0F: 3 clusters Score -5902546 nChanged 44338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -5930828.000000 Penalty: 1038.594604
	Iteration 1F: 3 clusters Score -5930828 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58314 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -5933184.500000 Penalty: 1038.594604
	Iteration 2F: 3 clusters Score -5933184 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -5937173.000000 Penalty: 1038.594604
	Iteration 3F: 3 clusters Score -5937173 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69398 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -5942183.000000 Penalty: 1038.594604
	Iteration 4F: 3 clusters Score -5942183 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74389 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -5947546.000000 Penalty: 1038.594604
	Iteration 5F: 3 clusters Score -5947546 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77890 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -5952681.500000 Penalty: 1038.594604
	Iteration 6Q: 3 clusters Score -5952682 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80630 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -5955115.500000 Penalty: 1038.594604
	Iteration 7Q: 3 clusters Score -5955116 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83180 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -5955646.000000 Penalty: 1038.594604
	Iteration 8Q: 3 clusters Score -5955646 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85433 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -5955771.000000 Penalty: 1038.594604
	Iteration 9Q: 3 clusters Score -5955771 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87213 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -5955824.000000 Penalty: 1038.594604
	Iteration 10Q: 3 clusters Score -5955824 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88392 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5956013.500000 Penalty: 1038.594604
	Iteration 11Q: 3 clusters Score -5956014 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89117 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5956133.000000 Penalty: 1038.594604
	Iteration 12Q: 3 clusters Score -5956133 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89586 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5956231.000000 Penalty: 1038.594604
	Iteration 13Q: 3 clusters Score -5956231 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89860 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5956350.000000 Penalty: 1038.594604
	Iteration 14Q: 3 clusters Score -5956350 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90008 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5956408.500000 Penalty: 1038.594604
	Iteration 15Q: 3 clusters Score -5956408 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90104 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5956461.500000 Penalty: 1038.594604
	Iteration 16Q: 3 clusters Score -5956462 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90159 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5956486.000000 Penalty: 1038.594604
	Iteration 17Q: 3 clusters Score -5956486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90199 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5956540.000000 Penalty: 1038.594604
	Iteration 18Q: 3 clusters Score -5956540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90230 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5956586.000000 Penalty: 1038.594604
	Iteration 19Q: 3 clusters Score -5956586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90251 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5956592.000000 Penalty: 1038.594604
	Iteration 20F: 3 clusters Score -5956592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90266 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5956600.500000 Penalty: 1038.594604
	Iteration 21Q: 3 clusters Score -5956600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90270 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5956607.500000 Penalty: 1038.594604
	Iteration 22Q: 3 clusters Score -5956608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90277 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5956592.000000 Penalty: 1038.594604
	Iteration 23Q: 3 clusters Score -5956592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90284 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5956601.000000 Penalty: 1038.594604
	Iteration 24Q: 3 clusters Score -5956601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90286 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5956603.000000 Penalty: 1038.594604
	Iteration 25Q: 3 clusters Score -5956603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90288 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5956598.500000 Penalty: 1038.594604
	Iteration 26Q: 3 clusters Score -5956598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90289 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5956611.500000 Penalty: 1038.594604
	Iteration 27Q: 3 clusters Score -5956612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90290 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5956609.500000 Penalty: 1038.594604
	Iteration 28Q: 3 clusters Score -5956610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90291 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5956614.500000 Penalty: 1038.594604
	Iteration 29Q: 3 clusters Score -5956614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90291 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5956614.500000 Penalty: 1038.594604
	Iteration 30F: 3 clusters Score -5956614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Entering Unmasked Estep 
Score: -2374285.000000 Penalty: 481.355164
	Iteration 0F: 2 clusters Score -2374285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2348040.750000 Penalty: 962.710327
	Iteration 0F: 3 clusters Score -2348041 nChanged 18861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -2359253.250000 Penalty: 962.710327
	Iteration 1F: 3 clusters Score -2359253 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -2359992.750000 Penalty: 962.710327
	Iteration 2Q: 3 clusters Score -2359993 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -2361218.250000 Penalty: 962.710327
	Iteration 3F: 3 clusters Score -2361218 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -2363217.750000 Penalty: 962.710327
	Iteration 4F: 3 clusters Score -2363218 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -2366155.000000 Penalty: 962.710327
	Iteration 5F: 3 clusters Score -2366155 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -2369241.250000 Penalty: 962.710327
	Iteration 6F: 3 clusters Score -2369241 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -2371673.000000 Penalty: 962.710327
	Iteration 7F: 3 clusters Score -2371673 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -2373051.500000 Penalty: 962.710327
	Iteration 8Q: 3 clusters Score -2373052 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -2373583.250000 Penalty: 962.710327
	Iteration 9Q: 3 clusters Score -2373583 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -2373760.750000 Penalty: 962.710327
	Iteration 10Q: 3 clusters Score -2373761 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -2373825.000000 Penalty: 962.710327
	Iteration 11Q: 3 clusters Score -2373825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -2373841.750000 Penalty: 962.710327
	Iteration 12Q: 3 clusters Score -2373842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -2373849.000000 Penalty: 962.710327
	Iteration 13Q: 3 clusters Score -2373849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -2373854.500000 Penalty: 962.710327
	Iteration 14Q: 3 clusters Score -2373854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -2373855.000000 Penalty: 962.710327
	Iteration 15Q: 3 clusters Score -2373855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -2373855.000000 Penalty: 962.710327
	Iteration 16F: 3 clusters Score -2373855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -17416.464844 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -17416.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17028.171875 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -17028.17 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17126.576172 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -17126.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17173.357422 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -17173.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17205.931641 Penalty: 534.873962
	Iteration 3F: 3 clusters Score -17205.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17233.355469 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -17233.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17253.787109 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -17253.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17260.248047 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -17260.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17264.232422 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -17264.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17265.718750 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -17265.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17265.968750 Penalty: 534.873962
	Iteration 9Q: 3 clusters Score -17265.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17265.968750 Penalty: 534.873962
	Iteration 10F: 3 clusters Score -17265.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Entering Unmasked Estep 
Score: -328254.062500 Penalty: 387.267639
	Iteration 0F: 2 clusters Score -328254.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -324860.875000 Penalty: 774.535278
	Iteration 0F: 3 clusters Score -324860.9 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -326199.750000 Penalty: 774.535278
	Iteration 1F: 3 clusters Score -326199.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -326322.937500 Penalty: 774.535278
	Iteration 2F: 3 clusters Score -326322.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -326437.562500 Penalty: 774.535278
	Iteration 3Q: 3 clusters Score -326437.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -326558.500000 Penalty: 774.535278
	Iteration 4Q: 3 clusters Score -326558.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -326705.906250 Penalty: 774.535278
	Iteration 5Q: 3 clusters Score -326705.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -326923.968750 Penalty: 774.535278
	Iteration 6F: 3 clusters Score -326924 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -327143.406250 Penalty: 774.535278
	Iteration 7F: 3 clusters Score -327143.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -327320.937500 Penalty: 774.535278
	Iteration 8Q: 3 clusters Score -327320.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -327447.906250 Penalty: 774.535278
	Iteration 9Q: 3 clusters Score -327447.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -327536.312500 Penalty: 774.535278
	Iteration 10Q: 3 clusters Score -327536.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -327597.875000 Penalty: 774.535278
	Iteration 11Q: 3 clusters Score -327597.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -327647.593750 Penalty: 774.535278
	Iteration 12Q: 3 clusters Score -327647.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -327696.687500 Penalty: 774.535278
	Iteration 13Q: 3 clusters Score -327696.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -327728.781250 Penalty: 774.535278
	Iteration 14Q: 3 clusters Score -327728.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -327749.281250 Penalty: 774.535278
	Iteration 15Q: 3 clusters Score -327749.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -327764.718750 Penalty: 774.535278
	Iteration 16Q: 3 clusters Score -327764.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -327773.093750 Penalty: 774.535278
	Iteration 17Q: 3 clusters Score -327773.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -327777.968750 Penalty: 774.535278
	Iteration 18Q: 3 clusters Score -327778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -327780.312500 Penalty: 774.535278
	Iteration 19Q: 3 clusters Score -327780.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -327781.562500 Penalty: 774.535278
	Iteration 20F: 3 clusters Score -327781.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -327782.093750 Penalty: 774.535278
	Iteration 21Q: 3 clusters Score -327782.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -327783.281250 Penalty: 774.535278
	Iteration 22Q: 3 clusters Score -327783.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -327783.218750 Penalty: 774.535278
	Iteration 23Q: 3 clusters Score -327783.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -327783.406250 Penalty: 774.535278
	Iteration 24Q: 3 clusters Score -327783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -327784.031250 Penalty: 774.535278
	Iteration 25Q: 3 clusters Score -327784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -327784.156250 Penalty: 774.535278
	Iteration 26Q: 3 clusters Score -327784.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -327784.406250 Penalty: 774.535278
	Iteration 27Q: 3 clusters Score -327784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -327784.718750 Penalty: 774.535278
	Iteration 28Q: 3 clusters Score -327784.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -327785.156250 Penalty: 774.535278
	Iteration 29Q: 3 clusters Score -327785.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -327784.875000 Penalty: 774.535278
	Iteration 30Q: 3 clusters Score -327784.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -327785.218750 Penalty: 774.535278
	Iteration 31Q: 3 clusters Score -327785.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -327785.218750 Penalty: 774.535278
	Iteration 32F: 3 clusters Score -327785.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -38133.441406 Penalty: 298.462494
	Iteration 0F: 2 clusters Score -38133.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37511.804688 Penalty: 596.924988
	Iteration 0F: 3 clusters Score -37511.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -37693.183594 Penalty: 596.924988
	Iteration 1F: 3 clusters Score -37693.18 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -37731.398438 Penalty: 596.924988
	Iteration 2F: 3 clusters Score -37731.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -37753.792969 Penalty: 596.924988
	Iteration 3Q: 3 clusters Score -37753.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -37770.769531 Penalty: 596.924988
	Iteration 4Q: 3 clusters Score -37770.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -37777.640625 Penalty: 596.924988
	Iteration 5Q: 3 clusters Score -37777.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -37783.742188 Penalty: 596.924988
	Iteration 6Q: 3 clusters Score -37783.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -37788.500000 Penalty: 596.924988
	Iteration 7Q: 3 clusters Score -37788.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -37793.523438 Penalty: 596.924988
	Iteration 8Q: 3 clusters Score -37793.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -37797.179688 Penalty: 596.924988
	Iteration 9Q: 3 clusters Score -37797.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -37799.816406 Penalty: 596.924988
	Iteration 10Q: 3 clusters Score -37799.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -37800.156250 Penalty: 596.924988
	Iteration 11Q: 3 clusters Score -37800.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -37800.156250 Penalty: 596.924988
	Iteration 12F: 3 clusters Score -37800.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -14799.321289 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -14799.32 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 143 members 
Entering Unmasked Estep 
Score: -14480.602539 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -14480.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14546.087891 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -14546.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14563.042969 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -14563.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14576.300781 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -14576.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14591.304688 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -14591.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14605.970703 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -14605.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14616.989258 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -14616.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14627.171875 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -14627.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14641.642578 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -14641.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14655.250000 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -14655.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14660.991211 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -14660.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14672.400391 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -14672.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -14692.344727 Penalty: 509.792816
	Iteration 12Q: 3 clusters Score -14692.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14725.328125 Penalty: 509.792816
	Iteration 13Q: 3 clusters Score -14725.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14745.333984 Penalty: 509.792816
	Iteration 14Q: 3 clusters Score -14745.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14757.583008 Penalty: 509.792816
	Iteration 15Q: 3 clusters Score -14757.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14779.214844 Penalty: 509.792816
	Iteration 16Q: 3 clusters Score -14779.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14791.648438 Penalty: 509.792816
	Iteration 17Q: 3 clusters Score -14791.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14805.395508 Penalty: 509.792816
	Iteration 18Q: 3 clusters Score -14805.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14823.009766 Penalty: 509.792816
	Iteration 19Q: 3 clusters Score -14823.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14843.010742 Penalty: 509.792816
	Iteration 20F: 3 clusters Score -14843.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14848.736328 Penalty: 509.792816
	Iteration 21Q: 3 clusters Score -14848.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14855.293945 Penalty: 509.792816
	Iteration 22Q: 3 clusters Score -14855.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14869.058594 Penalty: 509.792816
	Iteration 23Q: 3 clusters Score -14869.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14878.267578 Penalty: 509.792816
	Iteration 24Q: 3 clusters Score -14878.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14899.607422 Penalty: 509.792816
	Iteration 25Q: 3 clusters Score -14899.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14933.156250 Penalty: 509.792816
	Iteration 26Q: 3 clusters Score -14933.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14933.156250 Penalty: 509.792816
	Iteration 27F: 3 clusters Score -14933.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68282 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 593 members 
Mstep: Class 5 contains 20862 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 90502 members 
Mstep: Class 16 contains 39310 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 4971 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 119 members 
Mstep: Class 21 contains 60692 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4445 members 
Mstep: Class 24 contains 119878 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 45019 members 
Mstep: Class 28 contains 25256 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6992 members 
Mstep: Class 33 contains 40241 members 
Mstep: Class 34 contains 12964 members 
Mstep: Class 35 contains 4087 members 
Entering Unmasked Estep 
Score: -35825388.000000 Penalty: 19926.087891
Splitting cluster 20 changes total score from -35830140.000000 to -35825388.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (60692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Entering Unmasked Estep 
Score: -3963034.500000 Penalty: 501.117310
	Iteration 0F: 2 clusters Score -3963034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -3923070.250000 Penalty: 1002.234619
	Iteration 0F: 3 clusters Score -3923070 nChanged 29331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -3941602.500000 Penalty: 1002.234619
	Iteration 1F: 3 clusters Score -3941602 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -3943062.500000 Penalty: 1002.234619
	Iteration 2Q: 3 clusters Score -3943062 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -3945245.750000 Penalty: 1002.234619
	Iteration 3F: 3 clusters Score -3945246 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -3948399.500000 Penalty: 1002.234619
	Iteration 4F: 3 clusters Score -3948400 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -3951729.500000 Penalty: 1002.234619
	Iteration 5F: 3 clusters Score -3951730 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -3954190.750000 Penalty: 1002.234619
	Iteration 6F: 3 clusters Score -3954191 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -3955585.000000 Penalty: 1002.234619
	Iteration 7Q: 3 clusters Score -3955585 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -3956664.000000 Penalty: 1002.234619
	Iteration 8Q: 3 clusters Score -3956664 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -3957790.750000 Penalty: 1002.234619
	Iteration 9Q: 3 clusters Score -3957791 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -3958855.750000 Penalty: 1002.234619
	Iteration 10Q: 3 clusters Score -3958856 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -3959913.250000 Penalty: 1002.234619
	Iteration 11Q: 3 clusters Score -3959913 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -3960962.250000 Penalty: 1002.234619
	Iteration 12Q: 3 clusters Score -3960962 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -3961918.500000 Penalty: 1002.234619
	Iteration 13Q: 3 clusters Score -3961918 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -3962579.750000 Penalty: 1002.234619
	Iteration 14Q: 3 clusters Score -3962580 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -3962967.000000 Penalty: 1002.234619
	Iteration 15Q: 3 clusters Score -3962967 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -3963193.000000 Penalty: 1002.234619
	Iteration 16Q: 3 clusters Score -3963193 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -3963319.750000 Penalty: 1002.234619
	Iteration 17Q: 3 clusters Score -3963320 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -3963364.500000 Penalty: 1002.234619
	Iteration 18Q: 3 clusters Score -3963364 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -3963404.000000 Penalty: 1002.234619
	Iteration 19Q: 3 clusters Score -3963404 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -3963494.500000 Penalty: 1002.234619
	Iteration 20F: 3 clusters Score -3963494 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -3963503.750000 Penalty: 1002.234619
	Iteration 21Q: 3 clusters Score -3963504 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -3963519.500000 Penalty: 1002.234619
	Iteration 22Q: 3 clusters Score -3963520 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -3963532.500000 Penalty: 1002.234619
	Iteration 23Q: 3 clusters Score -3963532 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -3963528.250000 Penalty: 1002.234619
	Iteration 24Q: 3 clusters Score -3963528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -3963526.250000 Penalty: 1002.234619
	Iteration 25Q: 3 clusters Score -3963526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -3963521.750000 Penalty: 1002.234619
	Iteration 26Q: 3 clusters Score -3963522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -3963513.500000 Penalty: 1002.234619
	Iteration 27Q: 3 clusters Score -3963514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -3963517.750000 Penalty: 1002.234619
	Iteration 28Q: 3 clusters Score -3963518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -3963520.750000 Penalty: 1002.234619
	Iteration 29Q: 3 clusters Score -3963521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -3963533.500000 Penalty: 1002.234619
	Iteration 30Q: 3 clusters Score -3963534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -3963530.750000 Penalty: 1002.234619
	Iteration 31Q: 3 clusters Score -3963531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -3963531.750000 Penalty: 1002.234619
	Iteration 32Q: 3 clusters Score -3963532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -3963533.750000 Penalty: 1002.234619
	Iteration 33Q: 3 clusters Score -3963534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -3963534.250000 Penalty: 1002.234619
	Iteration 34Q: 3 clusters Score -3963534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -3963539.500000 Penalty: 1002.234619
	Iteration 35Q: 3 clusters Score -3963540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -3963540.750000 Penalty: 1002.234619
	Iteration 36Q: 3 clusters Score -3963541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -3963541.250000 Penalty: 1002.234619
	Iteration 37Q: 3 clusters Score -3963541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3963546.000000 Penalty: 1002.234619
	Iteration 38Q: 3 clusters Score -3963546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -3963547.250000 Penalty: 1002.234619
	Iteration 39Q: 3 clusters Score -3963547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -3963543.250000 Penalty: 1002.234619
	Iteration 40F: 3 clusters Score -3963543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -3963545.750000 Penalty: 1002.234619
	Iteration 41Q: 3 clusters Score -3963546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3963545.000000 Penalty: 1002.234619
	Iteration 42Q: 3 clusters Score -3963545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3963548.250000 Penalty: 1002.234619
	Iteration 43Q: 3 clusters Score -3963548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -3963546.500000 Penalty: 1002.234619
	Iteration 44Q: 3 clusters Score -3963546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3963543.750000 Penalty: 1002.234619
	Iteration 45Q: 3 clusters Score -3963544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -3963537.500000 Penalty: 1002.234619
	Iteration 46Q: 3 clusters Score -3963538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -3963540.000000 Penalty: 1002.234619
	Iteration 47Q: 3 clusters Score -3963540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -3963534.750000 Penalty: 1002.234619
	Iteration 48Q: 3 clusters Score -3963535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -3963534.250000 Penalty: 1002.234619
	Iteration 49Q: 3 clusters Score -3963534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -3963535.750000 Penalty: 1002.234619
	Iteration 50Q: 3 clusters Score -3963536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -3963537.750000 Penalty: 1002.234619
	Iteration 51Q: 3 clusters Score -3963538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -3963542.000000 Penalty: 1002.234619
	Iteration 52Q: 3 clusters Score -3963542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -3963544.000000 Penalty: 1002.234619
	Iteration 53Q: 3 clusters Score -3963544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -3963542.250000 Penalty: 1002.234619
	Iteration 54Q: 3 clusters Score -3963542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3963548.000000 Penalty: 1002.234619
	Iteration 55Q: 3 clusters Score -3963548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -3963544.250000 Penalty: 1002.234619
	Iteration 56Q: 3 clusters Score -3963544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -3963544.750000 Penalty: 1002.234619
	Iteration 57Q: 3 clusters Score -3963545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -3963545.750000 Penalty: 1002.234619
	Iteration 58Q: 3 clusters Score -3963546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3963550.000000 Penalty: 1002.234619
	Iteration 59Q: 3 clusters Score -3963550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -3963553.000000 Penalty: 1002.234619
	Iteration 60F: 3 clusters Score -3963553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -3963553.500000 Penalty: 1002.234619
	Iteration 61Q: 3 clusters Score -3963554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -3963548.000000 Penalty: 1002.234619
	Iteration 62Q: 3 clusters Score -3963548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -3963554.500000 Penalty: 1002.234619
	Iteration 63Q: 3 clusters Score -3963554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3963555.500000 Penalty: 1002.234619
	Iteration 64Q: 3 clusters Score -3963556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -3963558.500000 Penalty: 1002.234619
	Iteration 65Q: 3 clusters Score -3963558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -3963559.000000 Penalty: 1002.234619
	Iteration 66Q: 3 clusters Score -3963559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -3963561.000000 Penalty: 1002.234619
	Iteration 67Q: 3 clusters Score -3963561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -3963558.750000 Penalty: 1002.234619
	Iteration 68Q: 3 clusters Score -3963559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3963561.500000 Penalty: 1002.234619
	Iteration 69Q: 3 clusters Score -3963562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -3963553.250000 Penalty: 1002.234619
	Iteration 70Q: 3 clusters Score -3963553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3963559.250000 Penalty: 1002.234619
	Iteration 71Q: 3 clusters Score -3963559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -3963563.250000 Penalty: 1002.234619
	Iteration 72Q: 3 clusters Score -3963563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -3963572.750000 Penalty: 1002.234619
	Iteration 73Q: 3 clusters Score -3963573 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -3963563.000000 Penalty: 1002.234619
	Iteration 74Q: 3 clusters Score -3963563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -3963566.500000 Penalty: 1002.234619
	Iteration 75Q: 3 clusters Score -3963566 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -3963571.250000 Penalty: 1002.234619
	Iteration 76Q: 3 clusters Score -3963571 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -3963571.500000 Penalty: 1002.234619
	Iteration 77Q: 3 clusters Score -3963572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -3963563.750000 Penalty: 1002.234619
	Iteration 78Q: 3 clusters Score -3963564 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -3963557.250000 Penalty: 1002.234619
	Iteration 79Q: 3 clusters Score -3963557 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3963563.750000 Penalty: 1002.234619
	Iteration 80F: 3 clusters Score -3963564 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -3963571.500000 Penalty: 1002.234619
	Iteration 81Q: 3 clusters Score -3963572 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3963579.000000 Penalty: 1002.234619
	Iteration 82Q: 3 clusters Score -3963579 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -3963564.500000 Penalty: 1002.234619
	Iteration 83Q: 3 clusters Score -3963564 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3963559.750000 Penalty: 1002.234619
	Iteration 84Q: 3 clusters Score -3963560 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3963558.250000 Penalty: 1002.234619
	Iteration 85Q: 3 clusters Score -3963558 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -3963568.250000 Penalty: 1002.234619
	Iteration 86Q: 3 clusters Score -3963568 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -3963569.500000 Penalty: 1002.234619
	Iteration 87Q: 3 clusters Score -3963570 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3963569.000000 Penalty: 1002.234619
	Iteration 88Q: 3 clusters Score -3963569 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -3963575.250000 Penalty: 1002.234619
	Iteration 89Q: 3 clusters Score -3963575 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -3963590.250000 Penalty: 1002.234619
	Iteration 90Q: 3 clusters Score -3963590 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -3963611.000000 Penalty: 1002.234619
	Iteration 91Q: 3 clusters Score -3963611 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3963617.750000 Penalty: 1002.234619
	Iteration 92Q: 3 clusters Score -3963618 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -3963613.000000 Penalty: 1002.234619
	Iteration 93Q: 3 clusters Score -3963613 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -3963603.000000 Penalty: 1002.234619
	Iteration 94Q: 3 clusters Score -3963603 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3963602.250000 Penalty: 1002.234619
	Iteration 95Q: 3 clusters Score -3963602 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -3963610.000000 Penalty: 1002.234619
	Iteration 96Q: 3 clusters Score -3963610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3963619.250000 Penalty: 1002.234619
	Iteration 97Q: 3 clusters Score -3963619 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3963624.750000 Penalty: 1002.234619
	Iteration 98Q: 3 clusters Score -3963625 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -3963620.500000 Penalty: 1002.234619
	Iteration 99Q: 3 clusters Score -3963620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -3963615.500000 Penalty: 1002.234619
	Iteration 100F: 3 clusters Score -3963616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3963609.250000 Penalty: 1002.234619
	Iteration 101Q: 3 clusters Score -3963609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -3963607.000000 Penalty: 1002.234619
	Iteration 102Q: 3 clusters Score -3963607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -3963612.750000 Penalty: 1002.234619
	Iteration 103Q: 3 clusters Score -3963613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -3963610.500000 Penalty: 1002.234619
	Iteration 104Q: 3 clusters Score -3963610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3963610.500000 Penalty: 1002.234619
	Iteration 105Q: 3 clusters Score -3963610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -3963608.000000 Penalty: 1002.234619
	Iteration 106Q: 3 clusters Score -3963608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3963611.500000 Penalty: 1002.234619
	Iteration 107Q: 3 clusters Score -3963612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3963607.750000 Penalty: 1002.234619
	Iteration 108Q: 3 clusters Score -3963608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3963605.250000 Penalty: 1002.234619
	Iteration 109Q: 3 clusters Score -3963605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -3963608.000000 Penalty: 1002.234619
	Iteration 110Q: 3 clusters Score -3963608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3963605.250000 Penalty: 1002.234619
	Iteration 111Q: 3 clusters Score -3963605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -3963606.500000 Penalty: 1002.234619
	Iteration 112Q: 3 clusters Score -3963606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3963603.000000 Penalty: 1002.234619
	Iteration 113Q: 3 clusters Score -3963603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -3963602.000000 Penalty: 1002.234619
	Iteration 114Q: 3 clusters Score -3963602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3963606.000000 Penalty: 1002.234619
	Iteration 115Q: 3 clusters Score -3963606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3963605.750000 Penalty: 1002.234619
	Iteration 116Q: 3 clusters Score -3963606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -3963605.250000 Penalty: 1002.234619
	Iteration 117Q: 3 clusters Score -3963605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3963604.500000 Penalty: 1002.234619
	Iteration 118Q: 3 clusters Score -3963604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3963602.500000 Penalty: 1002.234619
	Iteration 119Q: 3 clusters Score -3963602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3963601.500000 Penalty: 1002.234619
	Iteration 120F: 3 clusters Score -3963602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3963605.000000 Penalty: 1002.234619
	Iteration 121Q: 3 clusters Score -3963605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3963607.750000 Penalty: 1002.234619
	Iteration 122Q: 3 clusters Score -3963608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -3963607.750000 Penalty: 1002.234619
	Iteration 123Q: 3 clusters Score -3963608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -3963609.500000 Penalty: 1002.234619
	Iteration 124Q: 3 clusters Score -3963610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -3963603.250000 Penalty: 1002.234619
	Iteration 125Q: 3 clusters Score -3963603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3963602.250000 Penalty: 1002.234619
	Iteration 126Q: 3 clusters Score -3963602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3963605.000000 Penalty: 1002.234619
	Iteration 127Q: 3 clusters Score -3963605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3963603.500000 Penalty: 1002.234619
	Iteration 128Q: 3 clusters Score -3963604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3963603.500000 Penalty: 1002.234619
	Iteration 129F: 3 clusters Score -3963604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68282 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 593 members 
Mstep: Class 5 contains 20862 members 
Mstep: Class 6 contains 25392 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 90502 members 
Mstep: Class 16 contains 39310 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 4971 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 35300 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4445 members 
Mstep: Class 24 contains 119878 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 45019 members 
Mstep: Class 28 contains 25256 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6992 members 
Mstep: Class 33 contains 40241 members 
Mstep: Class 34 contains 12964 members 
Mstep: Class 35 contains 4087 members 
Entering Unmasked Estep 
Score: -35826192.000000 Penalty: 19926.087891
Splitting cluster 21 changes total score from -35830140.000000 to -35826192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -5321.030273 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -5321.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5108.705566 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -5108.706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5196.942871 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -5196.943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5220.397461 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -5220.397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5223.657227 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -5223.657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5229.503418 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -5229.503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5249.805664 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -5249.806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5250.895508 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -5250.896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5250.895508 Penalty: 458.362671
	Iteration 7F: 3 clusters Score -5250.896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Entering Unmasked Estep 
Score: -302268.250000 Penalty: 382.178864
	Iteration 0F: 2 clusters Score -302268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -299283.093750 Penalty: 764.357727
	Iteration 0F: 3 clusters Score -299283.1 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -300406.875000 Penalty: 764.357727
	Iteration 1F: 3 clusters Score -300406.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -300596.875000 Penalty: 764.357727
	Iteration 2F: 3 clusters Score -300596.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -300818.906250 Penalty: 764.357727
	Iteration 3F: 3 clusters Score -300818.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -301076.687500 Penalty: 764.357727
	Iteration 4F: 3 clusters Score -301076.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -301357.500000 Penalty: 764.357727
	Iteration 5F: 3 clusters Score -301357.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -301600.968750 Penalty: 764.357727
	Iteration 6F: 3 clusters Score -301601 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -301748.281250 Penalty: 764.357727
	Iteration 7Q: 3 clusters Score -301748.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -301852.875000 Penalty: 764.357727
	Iteration 8Q: 3 clusters Score -301852.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -301891.750000 Penalty: 764.357727
	Iteration 9Q: 3 clusters Score -301891.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -301909.500000 Penalty: 764.357727
	Iteration 10Q: 3 clusters Score -301909.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -301917.875000 Penalty: 764.357727
	Iteration 11Q: 3 clusters Score -301917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -301925.750000 Penalty: 764.357727
	Iteration 12Q: 3 clusters Score -301925.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -301925.750000 Penalty: 764.357727
	Iteration 13F: 3 clusters Score -301925.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (119878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119878 members 
Entering Unmasked Estep 
Score: -7825973.500000 Penalty: 532.087463
	Iteration 0F: 2 clusters Score -7825974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59766 members 
Mstep: Class 2 contains 60112 members 
Entering Unmasked Estep 
Score: -7777990.000000 Penalty: 1064.174927
	Iteration 0F: 3 clusters Score -7777990 nChanged 58823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 65705 members 
Entering Unmasked Estep 
Score: -7816174.500000 Penalty: 1064.174927
	Iteration 1F: 3 clusters Score -7816174 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 70336 members 
Entering Unmasked Estep 
Score: -7820196.000000 Penalty: 1064.174927
	Iteration 2F: 3 clusters Score -7820196 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 76799 members 
Entering Unmasked Estep 
Score: -7826879.500000 Penalty: 1064.174927
	Iteration 3F: 3 clusters Score -7826880 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -7834323.000000 Penalty: 1064.174927
	Iteration 4F: 3 clusters Score -7834323 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 85177 members 
Entering Unmasked Estep 
Score: -7841300.000000 Penalty: 1064.174927
	Iteration 5F: 3 clusters Score -7841300 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 84383 members 
Entering Unmasked Estep 
Score: -7847016.000000 Penalty: 1064.174927
	Iteration 6F: 3 clusters Score -7847016 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 82770 members 
Entering Unmasked Estep 
Score: -7850477.500000 Penalty: 1064.174927
	Iteration 7Q: 3 clusters Score -7850478 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 81421 members 
Entering Unmasked Estep 
Score: -7852664.500000 Penalty: 1064.174927
	Iteration 8Q: 3 clusters Score -7852664 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 80726 members 
Entering Unmasked Estep 
Score: -7854048.000000 Penalty: 1064.174927
	Iteration 9Q: 3 clusters Score -7854048 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -7854849.500000 Penalty: 1064.174927
	Iteration 10Q: 3 clusters Score -7854850 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 80663 members 
Entering Unmasked Estep 
Score: -7855400.000000 Penalty: 1064.174927
	Iteration 11Q: 3 clusters Score -7855400 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 80709 members 
Entering Unmasked Estep 
Score: -7855681.000000 Penalty: 1064.174927
	Iteration 12Q: 3 clusters Score -7855681 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 80808 members 
Entering Unmasked Estep 
Score: -7855858.000000 Penalty: 1064.174927
	Iteration 13Q: 3 clusters Score -7855858 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 80862 members 
Entering Unmasked Estep 
Score: -7856029.000000 Penalty: 1064.174927
	Iteration 14Q: 3 clusters Score -7856029 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -7856181.500000 Penalty: 1064.174927
	Iteration 15Q: 3 clusters Score -7856182 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 80939 members 
Entering Unmasked Estep 
Score: -7856246.000000 Penalty: 1064.174927
	Iteration 16Q: 3 clusters Score -7856246 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 80979 members 
Entering Unmasked Estep 
Score: -7856308.500000 Penalty: 1064.174927
	Iteration 17Q: 3 clusters Score -7856308 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 80933 members 
Entering Unmasked Estep 
Score: -7856427.500000 Penalty: 1064.174927
	Iteration 18Q: 3 clusters Score -7856428 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -7856499.500000 Penalty: 1064.174927
	Iteration 19Q: 3 clusters Score -7856500 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 80952 members 
Entering Unmasked Estep 
Score: -7856596.500000 Penalty: 1064.174927
	Iteration 20F: 3 clusters Score -7856596 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 80921 members 
Entering Unmasked Estep 
Score: -7856680.500000 Penalty: 1064.174927
	Iteration 21Q: 3 clusters Score -7856680 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 80892 members 
Entering Unmasked Estep 
Score: -7856788.500000 Penalty: 1064.174927
	Iteration 22Q: 3 clusters Score -7856788 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -7856832.000000 Penalty: 1064.174927
	Iteration 23Q: 3 clusters Score -7856832 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -7856888.000000 Penalty: 1064.174927
	Iteration 24Q: 3 clusters Score -7856888 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -7856938.000000 Penalty: 1064.174927
	Iteration 25Q: 3 clusters Score -7856938 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -7856939.500000 Penalty: 1064.174927
	Iteration 26Q: 3 clusters Score -7856940 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 80721 members 
Entering Unmasked Estep 
Score: -7856949.500000 Penalty: 1064.174927
	Iteration 27Q: 3 clusters Score -7856950 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 80672 members 
Entering Unmasked Estep 
Score: -7856974.500000 Penalty: 1064.174927
	Iteration 28Q: 3 clusters Score -7856974 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 80655 members 
Entering Unmasked Estep 
Score: -7856973.000000 Penalty: 1064.174927
	Iteration 29Q: 3 clusters Score -7856973 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 80595 members 
Entering Unmasked Estep 
Score: -7856990.500000 Penalty: 1064.174927
	Iteration 30Q: 3 clusters Score -7856990 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 80568 members 
Entering Unmasked Estep 
Score: -7856983.000000 Penalty: 1064.174927
	Iteration 31Q: 3 clusters Score -7856983 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 80542 members 
Entering Unmasked Estep 
Score: -7857013.000000 Penalty: 1064.174927
	Iteration 32Q: 3 clusters Score -7857013 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 80504 members 
Entering Unmasked Estep 
Score: -7857040.000000 Penalty: 1064.174927
	Iteration 33Q: 3 clusters Score -7857040 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -7857043.500000 Penalty: 1064.174927
	Iteration 34Q: 3 clusters Score -7857044 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 80473 members 
Entering Unmasked Estep 
Score: -7857035.500000 Penalty: 1064.174927
	Iteration 35Q: 3 clusters Score -7857036 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 80449 members 
Entering Unmasked Estep 
Score: -7857046.500000 Penalty: 1064.174927
	Iteration 36Q: 3 clusters Score -7857046 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 80438 members 
Entering Unmasked Estep 
Score: -7857054.500000 Penalty: 1064.174927
	Iteration 37Q: 3 clusters Score -7857054 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 80418 members 
Entering Unmasked Estep 
Score: -7857054.000000 Penalty: 1064.174927
	Iteration 38Q: 3 clusters Score -7857054 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 80414 members 
Entering Unmasked Estep 
Score: -7857064.000000 Penalty: 1064.174927
	Iteration 39Q: 3 clusters Score -7857064 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 80401 members 
Entering Unmasked Estep 
Score: -7857087.500000 Penalty: 1064.174927
	Iteration 40F: 3 clusters Score -7857088 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
Score: -7857089.000000 Penalty: 1064.174927
	Iteration 41Q: 3 clusters Score -7857089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 80419 members 
Entering Unmasked Estep 
Score: -7857086.500000 Penalty: 1064.174927
	Iteration 42Q: 3 clusters Score -7857086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -7857087.000000 Penalty: 1064.174927
	Iteration 43Q: 3 clusters Score -7857087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 80419 members 
Entering Unmasked Estep 
Score: -7857085.500000 Penalty: 1064.174927
	Iteration 44Q: 3 clusters Score -7857086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
Score: -7857089.500000 Penalty: 1064.174927
	Iteration 45Q: 3 clusters Score -7857090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 80427 members 
Entering Unmasked Estep 
Score: -7857087.000000 Penalty: 1064.174927
	Iteration 46Q: 3 clusters Score -7857087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 80425 members 
Entering Unmasked Estep 
Score: -7857087.000000 Penalty: 1064.174927
	Iteration 47Q: 3 clusters Score -7857087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -7857092.000000 Penalty: 1064.174927
	Iteration 48Q: 3 clusters Score -7857092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 80423 members 
Entering Unmasked Estep 
Score: -7857090.000000 Penalty: 1064.174927
	Iteration 49Q: 3 clusters Score -7857090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 80419 members 
Entering Unmasked Estep 
Score: -7857086.000000 Penalty: 1064.174927
	Iteration 50Q: 3 clusters Score -7857086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 80414 members 
Entering Unmasked Estep 
Score: -7857086.500000 Penalty: 1064.174927
	Iteration 51Q: 3 clusters Score -7857086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 80419 members 
Entering Unmasked Estep 
Score: -7857096.000000 Penalty: 1064.174927
	Iteration 52Q: 3 clusters Score -7857096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
Score: -7857087.000000 Penalty: 1064.174927
	Iteration 53Q: 3 clusters Score -7857087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 80418 members 
Entering Unmasked Estep 
Score: -7857090.000000 Penalty: 1064.174927
	Iteration 54Q: 3 clusters Score -7857090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 80421 members 
Entering Unmasked Estep 
Score: -7857087.000000 Penalty: 1064.174927
	Iteration 55Q: 3 clusters Score -7857087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 80422 members 
Entering Unmasked Estep 
Score: -7857088.000000 Penalty: 1064.174927
	Iteration 56Q: 3 clusters Score -7857088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 80422 members 
Entering Unmasked Estep 
Score: -7857088.000000 Penalty: 1064.174927
	Iteration 57F: 3 clusters Score -7857088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68282 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 593 members 
Mstep: Class 5 contains 20862 members 
Mstep: Class 6 contains 80422 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 90502 members 
Mstep: Class 16 contains 39310 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 4971 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 60692 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4445 members 
Mstep: Class 24 contains 39456 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 45019 members 
Mstep: Class 28 contains 25256 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6992 members 
Mstep: Class 33 contains 40241 members 
Mstep: Class 34 contains 12964 members 
Mstep: Class 35 contains 4087 members 
Entering Unmasked Estep 
Score: -35857244.000000 Penalty: 19926.087891
Splitting cluster 24 changes total score from -35830140.000000 to -35857244.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 25 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -18114.656250 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -18114.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17733.373047 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -17733.37 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17834.025391 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -17834.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -17884.851562 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -17884.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17916.257812 Penalty: 527.992737
	Iteration 3F: 3 clusters Score -17916.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17936.625000 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -17936.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17947.687500 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -17947.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17953.832031 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -17953.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17956.109375 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -17956.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17960.720703 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -17960.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17963.544922 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -17963.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17964.621094 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -17964.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17965.636719 Penalty: 527.992737
	Iteration 11Q: 3 clusters Score -17965.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17966.886719 Penalty: 527.992737
	Iteration 12Q: 3 clusters Score -17966.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17966.886719 Penalty: 527.992737
	Iteration 13F: 3 clusters Score -17966.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -12975.203125 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -12975.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12680.928711 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -12680.93 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12770.661133 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -12770.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12832.282227 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -12832.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12894.887695 Penalty: 500.614502
	Iteration 3F: 3 clusters Score -12894.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12931.329102 Penalty: 500.614502
	Iteration 4F: 3 clusters Score -12931.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -12943.891602 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -12943.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -12951.355469 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -12951.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12959.576172 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -12959.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -12974.535156 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -12974.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -12981.056641 Penalty: 500.614502
	Iteration 9Q: 3 clusters Score -12981.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -12981.056641 Penalty: 500.614502
	Iteration 10F: 3 clusters Score -12981.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68282 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 593 members 
Mstep: Class 5 contains 20862 members 
Mstep: Class 6 contains 80422 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 90502 members 
Mstep: Class 16 contains 39310 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 4971 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 60692 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4445 members 
Mstep: Class 24 contains 39456 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 45019 members 
Mstep: Class 28 contains 25256 members 
Mstep: Class 29 contains 49 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6992 members 
Mstep: Class 33 contains 40241 members 
Mstep: Class 34 contains 12964 members 
Mstep: Class 35 contains 4087 members 
Entering Unmasked Estep 
Score: -35856876.000000 Penalty: 20529.908203
Splitting cluster 26 changes total score from -35830140.000000 to -35856876.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 27 (45019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Entering Unmasked Estep 
Score: -3001143.000000 Penalty: 487.525208
	Iteration 0F: 2 clusters Score -3001143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -2971490.500000 Penalty: 975.050415
	Iteration 0F: 3 clusters Score -2971490 nChanged 21861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -2985777.500000 Penalty: 975.050415
	Iteration 1F: 3 clusters Score -2985778 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -2987570.250000 Penalty: 975.050415
	Iteration 2F: 3 clusters Score -2987570 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -2990407.250000 Penalty: 975.050415
	Iteration 3F: 3 clusters Score -2990407 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -2994045.750000 Penalty: 975.050415
	Iteration 4F: 3 clusters Score -2994046 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -2996719.750000 Penalty: 975.050415
	Iteration 5F: 3 clusters Score -2996720 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -2998021.500000 Penalty: 975.050415
	Iteration 6Q: 3 clusters Score -2998022 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -2998964.250000 Penalty: 975.050415
	Iteration 7Q: 3 clusters Score -2998964 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -2999720.750000 Penalty: 975.050415
	Iteration 8Q: 3 clusters Score -2999721 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -3000281.250000 Penalty: 975.050415
	Iteration 9Q: 3 clusters Score -3000281 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -3000568.500000 Penalty: 975.050415
	Iteration 10Q: 3 clusters Score -3000568 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -3000705.500000 Penalty: 975.050415
	Iteration 11Q: 3 clusters Score -3000706 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3000779.000000 Penalty: 975.050415
	Iteration 12Q: 3 clusters Score -3000779 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -3000807.500000 Penalty: 975.050415
	Iteration 13Q: 3 clusters Score -3000808 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -3000820.750000 Penalty: 975.050415
	Iteration 14Q: 3 clusters Score -3000821 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -3000830.500000 Penalty: 975.050415
	Iteration 15Q: 3 clusters Score -3000830 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -3000835.000000 Penalty: 975.050415
	Iteration 16Q: 3 clusters Score -3000835 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -3000841.750000 Penalty: 975.050415
	Iteration 17Q: 3 clusters Score -3000842 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3000852.500000 Penalty: 975.050415
	Iteration 18Q: 3 clusters Score -3000852 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3000851.750000 Penalty: 975.050415
	Iteration 19Q: 3 clusters Score -3000852 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -3000852.500000 Penalty: 975.050415
	Iteration 20F: 3 clusters Score -3000852 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3000842.000000 Penalty: 975.050415
	Iteration 21Q: 3 clusters Score -3000842 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -3000854.750000 Penalty: 975.050415
	Iteration 22Q: 3 clusters Score -3000855 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3000857.250000 Penalty: 975.050415
	Iteration 23Q: 3 clusters Score -3000857 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -3000857.250000 Penalty: 975.050415
	Iteration 24Q: 3 clusters Score -3000857 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3000867.500000 Penalty: 975.050415
	Iteration 25Q: 3 clusters Score -3000868 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -3000870.750000 Penalty: 975.050415
	Iteration 26Q: 3 clusters Score -3000871 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -3000877.750000 Penalty: 975.050415
	Iteration 27Q: 3 clusters Score -3000878 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3000864.000000 Penalty: 975.050415
	Iteration 28Q: 3 clusters Score -3000864 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -3000878.750000 Penalty: 975.050415
	Iteration 29Q: 3 clusters Score -3000879 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3000875.000000 Penalty: 975.050415
	Iteration 30Q: 3 clusters Score -3000875 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3000890.500000 Penalty: 975.050415
	Iteration 31Q: 3 clusters Score -3000890 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -3000894.250000 Penalty: 975.050415
	Iteration 32Q: 3 clusters Score -3000894 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3000918.500000 Penalty: 975.050415
	Iteration 33Q: 3 clusters Score -3000918 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -3000910.750000 Penalty: 975.050415
	Iteration 34Q: 3 clusters Score -3000911 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3000913.750000 Penalty: 975.050415
	Iteration 35Q: 3 clusters Score -3000914 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -3000921.500000 Penalty: 975.050415
	Iteration 36Q: 3 clusters Score -3000922 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -3000936.500000 Penalty: 975.050415
	Iteration 37Q: 3 clusters Score -3000936 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -3000953.250000 Penalty: 975.050415
	Iteration 38Q: 3 clusters Score -3000953 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -3000952.250000 Penalty: 975.050415
	Iteration 39Q: 3 clusters Score -3000952 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3000953.000000 Penalty: 975.050415
	Iteration 40F: 3 clusters Score -3000953 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -3000955.000000 Penalty: 975.050415
	Iteration 41Q: 3 clusters Score -3000955 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -3000969.500000 Penalty: 975.050415
	Iteration 42Q: 3 clusters Score -3000970 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -3000973.250000 Penalty: 975.050415
	Iteration 43Q: 3 clusters Score -3000973 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -3000975.500000 Penalty: 975.050415
	Iteration 44Q: 3 clusters Score -3000976 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -3000981.250000 Penalty: 975.050415
	Iteration 45Q: 3 clusters Score -3000981 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -3001012.500000 Penalty: 975.050415
	Iteration 46Q: 3 clusters Score -3001012 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -3001043.250000 Penalty: 975.050415
	Iteration 47Q: 3 clusters Score -3001043 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3001056.250000 Penalty: 975.050415
	Iteration 48Q: 3 clusters Score -3001056 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -3001057.500000 Penalty: 975.050415
	Iteration 49Q: 3 clusters Score -3001058 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -3001041.250000 Penalty: 975.050415
	Iteration 50Q: 3 clusters Score -3001041 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -3001054.750000 Penalty: 975.050415
	Iteration 51Q: 3 clusters Score -3001055 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -3001056.750000 Penalty: 975.050415
	Iteration 52Q: 3 clusters Score -3001057 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -3001079.000000 Penalty: 975.050415
	Iteration 53Q: 3 clusters Score -3001079 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -3001093.750000 Penalty: 975.050415
	Iteration 54Q: 3 clusters Score -3001094 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -3001100.750000 Penalty: 975.050415
	Iteration 55Q: 3 clusters Score -3001101 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -3001099.750000 Penalty: 975.050415
	Iteration 56Q: 3 clusters Score -3001100 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -3001101.750000 Penalty: 975.050415
	Iteration 57Q: 3 clusters Score -3001102 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3001104.750000 Penalty: 975.050415
	Iteration 58Q: 3 clusters Score -3001105 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -3001113.250000 Penalty: 975.050415
	Iteration 59Q: 3 clusters Score -3001113 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -3001113.250000 Penalty: 975.050415
	Iteration 60F: 3 clusters Score -3001113 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -3001124.000000 Penalty: 975.050415
	Iteration 61Q: 3 clusters Score -3001124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -3001115.250000 Penalty: 975.050415
	Iteration 62Q: 3 clusters Score -3001115 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -3001109.500000 Penalty: 975.050415
	Iteration 63Q: 3 clusters Score -3001110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -3001125.000000 Penalty: 975.050415
	Iteration 64Q: 3 clusters Score -3001125 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -3001130.250000 Penalty: 975.050415
	Iteration 65Q: 3 clusters Score -3001130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3001132.250000 Penalty: 975.050415
	Iteration 66Q: 3 clusters Score -3001132 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -3001127.250000 Penalty: 975.050415
	Iteration 67Q: 3 clusters Score -3001127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -3001127.000000 Penalty: 975.050415
	Iteration 68Q: 3 clusters Score -3001127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -3001128.250000 Penalty: 975.050415
	Iteration 69Q: 3 clusters Score -3001128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -3001130.500000 Penalty: 975.050415
	Iteration 70Q: 3 clusters Score -3001130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3001131.250000 Penalty: 975.050415
	Iteration 71Q: 3 clusters Score -3001131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3001136.750000 Penalty: 975.050415
	Iteration 72Q: 3 clusters Score -3001137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3001137.250000 Penalty: 975.050415
	Iteration 73Q: 3 clusters Score -3001137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -3001134.500000 Penalty: 975.050415
	Iteration 74Q: 3 clusters Score -3001134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -3001133.750000 Penalty: 975.050415
	Iteration 75Q: 3 clusters Score -3001134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -3001130.250000 Penalty: 975.050415
	Iteration 76Q: 3 clusters Score -3001130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -3001134.000000 Penalty: 975.050415
	Iteration 77Q: 3 clusters Score -3001134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -3001134.000000 Penalty: 975.050415
	Iteration 78Q: 3 clusters Score -3001134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -3001132.750000 Penalty: 975.050415
	Iteration 79Q: 3 clusters Score -3001133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3001131.750000 Penalty: 975.050415
	Iteration 80F: 3 clusters Score -3001132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3001131.250000 Penalty: 975.050415
	Iteration 81Q: 3 clusters Score -3001131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -3001130.500000 Penalty: 975.050415
	Iteration 82Q: 3 clusters Score -3001130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -3001130.250000 Penalty: 975.050415
	Iteration 83Q: 3 clusters Score -3001130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -3001130.250000 Penalty: 975.050415
	Iteration 84F: 3 clusters Score -3001130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Entering Unmasked Estep 
Score: -1665389.375000 Penalty: 461.225250
	Iteration 0F: 2 clusters Score -1665389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1648585.000000 Penalty: 922.450500
	Iteration 0F: 3 clusters Score -1648585 nChanged 12082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1655855.500000 Penalty: 922.450500
	Iteration 1F: 3 clusters Score -1655856 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1656513.000000 Penalty: 922.450500
	Iteration 2Q: 3 clusters Score -1656513 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -1657640.500000 Penalty: 922.450500
	Iteration 3F: 3 clusters Score -1657640 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -1659444.875000 Penalty: 922.450500
	Iteration 4F: 3 clusters Score -1659445 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -1661538.125000 Penalty: 922.450500
	Iteration 5F: 3 clusters Score -1661538 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -1663334.625000 Penalty: 922.450500
	Iteration 6F: 3 clusters Score -1663335 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -1664418.750000 Penalty: 922.450500
	Iteration 7Q: 3 clusters Score -1664419 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -1664799.875000 Penalty: 922.450500
	Iteration 8Q: 3 clusters Score -1664800 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -1664919.875000 Penalty: 922.450500
	Iteration 9Q: 3 clusters Score -1664920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -1664953.875000 Penalty: 922.450500
	Iteration 10Q: 3 clusters Score -1664954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -1664967.875000 Penalty: 922.450500
	Iteration 11Q: 3 clusters Score -1664968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -1664976.375000 Penalty: 922.450500
	Iteration 12Q: 3 clusters Score -1664976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -1664982.125000 Penalty: 922.450500
	Iteration 13Q: 3 clusters Score -1664982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -1664982.125000 Penalty: 922.450500
	Iteration 14F: 3 clusters Score -1664982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -8942.464844 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -8942.465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8706.035156 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8706.035 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8740.502930 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -8740.503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8753.418945 Penalty: 461.270294
	Iteration 2Q: 3 clusters Score -8753.419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8754.038086 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -8754.038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8754.038086 Penalty: 461.270294
	Iteration 4F: 3 clusters Score -8754.038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Entering Unmasked Estep 
Score: -452886.906250 Penalty: 402.789734
	Iteration 0F: 2 clusters Score -452886.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -448186.593750 Penalty: 805.579468
	Iteration 0F: 3 clusters Score -448186.6 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -449867.593750 Penalty: 805.579468
	Iteration 1F: 3 clusters Score -449867.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -449981.375000 Penalty: 805.579468
	Iteration 2Q: 3 clusters Score -449981.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -450107.000000 Penalty: 805.579468
	Iteration 3Q: 3 clusters Score -450107 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -450249.000000 Penalty: 805.579468
	Iteration 4Q: 3 clusters Score -450249 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -450458.093750 Penalty: 805.579468
	Iteration 5Q: 3 clusters Score -450458.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -450721.968750 Penalty: 805.579468
	Iteration 6F: 3 clusters Score -450722 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -451039.781250 Penalty: 805.579468
	Iteration 7F: 3 clusters Score -451039.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -451292.312500 Penalty: 805.579468
	Iteration 8Q: 3 clusters Score -451292.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -451461.062500 Penalty: 805.579468
	Iteration 9Q: 3 clusters Score -451461.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -451588.500000 Penalty: 805.579468
	Iteration 10Q: 3 clusters Score -451588.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -451689.812500 Penalty: 805.579468
	Iteration 11Q: 3 clusters Score -451689.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -451775.031250 Penalty: 805.579468
	Iteration 12Q: 3 clusters Score -451775 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -451855.375000 Penalty: 805.579468
	Iteration 13Q: 3 clusters Score -451855.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -451931.250000 Penalty: 805.579468
	Iteration 14Q: 3 clusters Score -451931.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -452010.125000 Penalty: 805.579468
	Iteration 15Q: 3 clusters Score -452010.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -452098.187500 Penalty: 805.579468
	Iteration 16Q: 3 clusters Score -452098.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -452181.281250 Penalty: 805.579468
	Iteration 17Q: 3 clusters Score -452181.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -452241.093750 Penalty: 805.579468
	Iteration 18Q: 3 clusters Score -452241.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -452277.468750 Penalty: 805.579468
	Iteration 19Q: 3 clusters Score -452277.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -452310.687500 Penalty: 805.579468
	Iteration 20F: 3 clusters Score -452310.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -452343.468750 Penalty: 805.579468
	Iteration 21Q: 3 clusters Score -452343.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -452358.281250 Penalty: 805.579468
	Iteration 22Q: 3 clusters Score -452358.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -452375.125000 Penalty: 805.579468
	Iteration 23Q: 3 clusters Score -452375.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -452386.562500 Penalty: 805.579468
	Iteration 24Q: 3 clusters Score -452386.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -452400.312500 Penalty: 805.579468
	Iteration 25Q: 3 clusters Score -452400.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -452413.093750 Penalty: 805.579468
	Iteration 26Q: 3 clusters Score -452413.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -452419.562500 Penalty: 805.579468
	Iteration 27Q: 3 clusters Score -452419.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -452423.031250 Penalty: 805.579468
	Iteration 28Q: 3 clusters Score -452423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -452429.156250 Penalty: 805.579468
	Iteration 29Q: 3 clusters Score -452429.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -452432.000000 Penalty: 805.579468
	Iteration 30Q: 3 clusters Score -452432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -452436.125000 Penalty: 805.579468
	Iteration 31Q: 3 clusters Score -452436.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -452440.718750 Penalty: 805.579468
	Iteration 32Q: 3 clusters Score -452440.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -452445.781250 Penalty: 805.579468
	Iteration 33Q: 3 clusters Score -452445.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -452450.000000 Penalty: 805.579468
	Iteration 34Q: 3 clusters Score -452450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -452456.562500 Penalty: 805.579468
	Iteration 35Q: 3 clusters Score -452456.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -452461.187500 Penalty: 805.579468
	Iteration 36Q: 3 clusters Score -452461.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -452469.031250 Penalty: 805.579468
	Iteration 37Q: 3 clusters Score -452469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -452473.031250 Penalty: 805.579468
	Iteration 38Q: 3 clusters Score -452473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -452476.812500 Penalty: 805.579468
	Iteration 39Q: 3 clusters Score -452476.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -452479.375000 Penalty: 805.579468
	Iteration 40F: 3 clusters Score -452479.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -452482.187500 Penalty: 805.579468
	Iteration 41Q: 3 clusters Score -452482.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -452482.750000 Penalty: 805.579468
	Iteration 42Q: 3 clusters Score -452482.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -452483.843750 Penalty: 805.579468
	Iteration 43Q: 3 clusters Score -452483.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -452488.187500 Penalty: 805.579468
	Iteration 44Q: 3 clusters Score -452488.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -452489.375000 Penalty: 805.579468
	Iteration 45Q: 3 clusters Score -452489.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -452491.437500 Penalty: 805.579468
	Iteration 46Q: 3 clusters Score -452491.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -452491.875000 Penalty: 805.579468
	Iteration 47Q: 3 clusters Score -452491.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -452491.531250 Penalty: 805.579468
	Iteration 48Q: 3 clusters Score -452491.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -452491.875000 Penalty: 805.579468
	Iteration 49Q: 3 clusters Score -452491.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -452492.125000 Penalty: 805.579468
	Iteration 50Q: 3 clusters Score -452492.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -452493.250000 Penalty: 805.579468
	Iteration 51Q: 3 clusters Score -452493.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -452492.718750 Penalty: 805.579468
	Iteration 52Q: 3 clusters Score -452492.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -452493.531250 Penalty: 805.579468
	Iteration 53Q: 3 clusters Score -452493.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -452493.562500 Penalty: 805.579468
	Iteration 54Q: 3 clusters Score -452493.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -452493.937500 Penalty: 805.579468
	Iteration 55Q: 3 clusters Score -452493.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -452492.843750 Penalty: 805.579468
	Iteration 56Q: 3 clusters Score -452492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -452493.531250 Penalty: 805.579468
	Iteration 57Q: 3 clusters Score -452493.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -452494.875000 Penalty: 805.579468
	Iteration 58Q: 3 clusters Score -452494.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -452494.343750 Penalty: 805.579468
	Iteration 59Q: 3 clusters Score -452494.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -452494.406250 Penalty: 805.579468
	Iteration 60F: 3 clusters Score -452494.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -452495.281250 Penalty: 805.579468
	Iteration 61Q: 3 clusters Score -452495.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -452495.812500 Penalty: 805.579468
	Iteration 62Q: 3 clusters Score -452495.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -452495.843750 Penalty: 805.579468
	Iteration 63Q: 3 clusters Score -452495.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -452497.312500 Penalty: 805.579468
	Iteration 64Q: 3 clusters Score -452497.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -452496.500000 Penalty: 805.579468
	Iteration 65Q: 3 clusters Score -452496.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -452496.906250 Penalty: 805.579468
	Iteration 66Q: 3 clusters Score -452496.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -452497.031250 Penalty: 805.579468
	Iteration 67Q: 3 clusters Score -452497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -452496.656250 Penalty: 805.579468
	Iteration 68Q: 3 clusters Score -452496.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -452498.875000 Penalty: 805.579468
	Iteration 69Q: 3 clusters Score -452498.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -452499.531250 Penalty: 805.579468
	Iteration 70Q: 3 clusters Score -452499.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -452500.468750 Penalty: 805.579468
	Iteration 71Q: 3 clusters Score -452500.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -452500.375000 Penalty: 805.579468
	Iteration 72Q: 3 clusters Score -452500.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -452500.125000 Penalty: 805.579468
	Iteration 73Q: 3 clusters Score -452500.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -452501.187500 Penalty: 805.579468
	Iteration 74Q: 3 clusters Score -452501.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -452501.031250 Penalty: 805.579468
	Iteration 75Q: 3 clusters Score -452501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -452501.531250 Penalty: 805.579468
	Iteration 76Q: 3 clusters Score -452501.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -452501.031250 Penalty: 805.579468
	Iteration 77Q: 3 clusters Score -452501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -452502.156250 Penalty: 805.579468
	Iteration 78Q: 3 clusters Score -452502.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -452501.656250 Penalty: 805.579468
	Iteration 79Q: 3 clusters Score -452501.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -452502.125000 Penalty: 805.579468
	Iteration 80F: 3 clusters Score -452502.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -452502.718750 Penalty: 805.579468
	Iteration 81Q: 3 clusters Score -452502.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -452503.218750 Penalty: 805.579468
	Iteration 82Q: 3 clusters Score -452503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -452502.031250 Penalty: 805.579468
	Iteration 83Q: 3 clusters Score -452502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -452503.093750 Penalty: 805.579468
	Iteration 84Q: 3 clusters Score -452503.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -452503.093750 Penalty: 805.579468
	Iteration 85F: 3 clusters Score -452503.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (40241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Entering Unmasked Estep 
Score: -2657428.750000 Penalty: 482.420227
	Iteration 0F: 2 clusters Score -2657429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2630488.500000 Penalty: 964.840454
	Iteration 0F: 3 clusters Score -2630488 nChanged 19546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2643559.500000 Penalty: 964.840454
	Iteration 1F: 3 clusters Score -2643560 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -2645511.500000 Penalty: 964.840454
	Iteration 2F: 3 clusters Score -2645512 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -2648619.750000 Penalty: 964.840454
	Iteration 3F: 3 clusters Score -2648620 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -2651985.750000 Penalty: 964.840454
	Iteration 4F: 3 clusters Score -2651986 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -2654083.000000 Penalty: 964.840454
	Iteration 5F: 3 clusters Score -2654083 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -2655054.250000 Penalty: 964.840454
	Iteration 6Q: 3 clusters Score -2655054 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -2655563.000000 Penalty: 964.840454
	Iteration 7Q: 3 clusters Score -2655563 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -2655844.000000 Penalty: 964.840454
	Iteration 8Q: 3 clusters Score -2655844 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -2656003.000000 Penalty: 964.840454
	Iteration 9Q: 3 clusters Score -2656003 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -2656109.000000 Penalty: 964.840454
	Iteration 10Q: 3 clusters Score -2656109 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -2656171.000000 Penalty: 964.840454
	Iteration 11Q: 3 clusters Score -2656171 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -2656212.250000 Penalty: 964.840454
	Iteration 12Q: 3 clusters Score -2656212 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -2656242.500000 Penalty: 964.840454
	Iteration 13Q: 3 clusters Score -2656242 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -2656257.750000 Penalty: 964.840454
	Iteration 14Q: 3 clusters Score -2656258 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -2656276.000000 Penalty: 964.840454
	Iteration 15Q: 3 clusters Score -2656276 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -2656277.000000 Penalty: 964.840454
	Iteration 16Q: 3 clusters Score -2656277 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -2656289.250000 Penalty: 964.840454
	Iteration 17Q: 3 clusters Score -2656289 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -2656298.750000 Penalty: 964.840454
	Iteration 18Q: 3 clusters Score -2656299 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -2656292.750000 Penalty: 964.840454
	Iteration 19Q: 3 clusters Score -2656293 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -2656292.250000 Penalty: 964.840454
	Iteration 20F: 3 clusters Score -2656292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -2656300.250000 Penalty: 964.840454
	Iteration 21Q: 3 clusters Score -2656300 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -2656305.250000 Penalty: 964.840454
	Iteration 22Q: 3 clusters Score -2656305 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -2656304.750000 Penalty: 964.840454
	Iteration 23Q: 3 clusters Score -2656305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -2656310.500000 Penalty: 964.840454
	Iteration 24Q: 3 clusters Score -2656310 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -2656322.750000 Penalty: 964.840454
	Iteration 25Q: 3 clusters Score -2656323 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -2656319.500000 Penalty: 964.840454
	Iteration 26Q: 3 clusters Score -2656320 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -2656333.500000 Penalty: 964.840454
	Iteration 27Q: 3 clusters Score -2656334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -2656329.500000 Penalty: 964.840454
	Iteration 28Q: 3 clusters Score -2656330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -2656327.750000 Penalty: 964.840454
	Iteration 29Q: 3 clusters Score -2656328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -2656326.250000 Penalty: 964.840454
	Iteration 30Q: 3 clusters Score -2656326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -2656327.250000 Penalty: 964.840454
	Iteration 31Q: 3 clusters Score -2656327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -2656330.000000 Penalty: 964.840454
	Iteration 32Q: 3 clusters Score -2656330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -2656332.250000 Penalty: 964.840454
	Iteration 33Q: 3 clusters Score -2656332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -2656331.500000 Penalty: 964.840454
	Iteration 34Q: 3 clusters Score -2656332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -2656329.750000 Penalty: 964.840454
	Iteration 35Q: 3 clusters Score -2656330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -2656332.500000 Penalty: 964.840454
	Iteration 36Q: 3 clusters Score -2656332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -2656328.750000 Penalty: 964.840454
	Iteration 37Q: 3 clusters Score -2656329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -2656337.500000 Penalty: 964.840454
	Iteration 38Q: 3 clusters Score -2656338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -2656335.750000 Penalty: 964.840454
	Iteration 39Q: 3 clusters Score -2656336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -2656332.000000 Penalty: 964.840454
	Iteration 40F: 3 clusters Score -2656332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -2656338.500000 Penalty: 964.840454
	Iteration 41Q: 3 clusters Score -2656338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -2656335.750000 Penalty: 964.840454
	Iteration 42Q: 3 clusters Score -2656336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -2656338.000000 Penalty: 964.840454
	Iteration 43Q: 3 clusters Score -2656338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -2656333.250000 Penalty: 964.840454
	Iteration 44Q: 3 clusters Score -2656333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -2656333.250000 Penalty: 964.840454
	Iteration 45Q: 3 clusters Score -2656333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -2656337.250000 Penalty: 964.840454
	Iteration 46Q: 3 clusters Score -2656337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -2656339.500000 Penalty: 964.840454
	Iteration 47Q: 3 clusters Score -2656340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -2656339.500000 Penalty: 964.840454
	Iteration 48Q: 3 clusters Score -2656340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -2656334.000000 Penalty: 964.840454
	Iteration 49Q: 3 clusters Score -2656334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -2656338.250000 Penalty: 964.840454
	Iteration 50Q: 3 clusters Score -2656338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -2656341.000000 Penalty: 964.840454
	Iteration 51Q: 3 clusters Score -2656341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -2656339.750000 Penalty: 964.840454
	Iteration 52Q: 3 clusters Score -2656340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -2656347.500000 Penalty: 964.840454
	Iteration 53Q: 3 clusters Score -2656348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -2656340.750000 Penalty: 964.840454
	Iteration 54Q: 3 clusters Score -2656341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -2656345.750000 Penalty: 964.840454
	Iteration 55Q: 3 clusters Score -2656346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -2656347.250000 Penalty: 964.840454
	Iteration 56Q: 3 clusters Score -2656347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -2656350.750000 Penalty: 964.840454
	Iteration 57Q: 3 clusters Score -2656351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -2656350.000000 Penalty: 964.840454
	Iteration 58Q: 3 clusters Score -2656350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -2656349.250000 Penalty: 964.840454
	Iteration 59Q: 3 clusters Score -2656349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -2656352.500000 Penalty: 964.840454
	Iteration 60F: 3 clusters Score -2656352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -2656355.500000 Penalty: 964.840454
	Iteration 61Q: 3 clusters Score -2656356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -2656359.500000 Penalty: 964.840454
	Iteration 62Q: 3 clusters Score -2656360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -2656351.750000 Penalty: 964.840454
	Iteration 63Q: 3 clusters Score -2656352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -2656352.500000 Penalty: 964.840454
	Iteration 64Q: 3 clusters Score -2656352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -2656352.500000 Penalty: 964.840454
	Iteration 65Q: 3 clusters Score -2656352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -2656355.000000 Penalty: 964.840454
	Iteration 66Q: 3 clusters Score -2656355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -2656356.000000 Penalty: 964.840454
	Iteration 67Q: 3 clusters Score -2656356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -2656355.250000 Penalty: 964.840454
	Iteration 68Q: 3 clusters Score -2656355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -2656357.500000 Penalty: 964.840454
	Iteration 69Q: 3 clusters Score -2656358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -2656357.000000 Penalty: 964.840454
	Iteration 70Q: 3 clusters Score -2656357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -2656357.750000 Penalty: 964.840454
	Iteration 71Q: 3 clusters Score -2656358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -2656357.500000 Penalty: 964.840454
	Iteration 72Q: 3 clusters Score -2656358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -2656358.250000 Penalty: 964.840454
	Iteration 73Q: 3 clusters Score -2656358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -2656356.750000 Penalty: 964.840454
	Iteration 74Q: 3 clusters Score -2656357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -2656358.500000 Penalty: 964.840454
	Iteration 75Q: 3 clusters Score -2656358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -2656358.500000 Penalty: 964.840454
	Iteration 76Q: 3 clusters Score -2656358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -2656359.250000 Penalty: 964.840454
	Iteration 77Q: 3 clusters Score -2656359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -2656357.750000 Penalty: 964.840454
	Iteration 78Q: 3 clusters Score -2656358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -2656357.500000 Penalty: 964.840454
	Iteration 79Q: 3 clusters Score -2656358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -2656361.750000 Penalty: 964.840454
	Iteration 80F: 3 clusters Score -2656362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -2656364.500000 Penalty: 964.840454
	Iteration 81Q: 3 clusters Score -2656364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -2656377.750000 Penalty: 964.840454
	Iteration 82Q: 3 clusters Score -2656378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -2656376.750000 Penalty: 964.840454
	Iteration 83Q: 3 clusters Score -2656377 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -2656378.500000 Penalty: 964.840454
	Iteration 84Q: 3 clusters Score -2656378 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -2656390.250000 Penalty: 964.840454
	Iteration 85Q: 3 clusters Score -2656390 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -2656396.250000 Penalty: 964.840454
	Iteration 86Q: 3 clusters Score -2656396 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -2656398.250000 Penalty: 964.840454
	Iteration 87Q: 3 clusters Score -2656398 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -2656411.000000 Penalty: 964.840454
	Iteration 88Q: 3 clusters Score -2656411 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -2656408.500000 Penalty: 964.840454
	Iteration 89Q: 3 clusters Score -2656408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -2656417.000000 Penalty: 964.840454
	Iteration 90Q: 3 clusters Score -2656417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -2656412.250000 Penalty: 964.840454
	Iteration 91Q: 3 clusters Score -2656412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -2656408.000000 Penalty: 964.840454
	Iteration 92Q: 3 clusters Score -2656408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -2656409.000000 Penalty: 964.840454
	Iteration 93Q: 3 clusters Score -2656409 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -2656415.250000 Penalty: 964.840454
	Iteration 94Q: 3 clusters Score -2656415 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -2656421.500000 Penalty: 964.840454
	Iteration 95Q: 3 clusters Score -2656422 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -2656414.250000 Penalty: 964.840454
	Iteration 96Q: 3 clusters Score -2656414 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -2656422.250000 Penalty: 964.840454
	Iteration 97Q: 3 clusters Score -2656422 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -2656423.500000 Penalty: 964.840454
	Iteration 98Q: 3 clusters Score -2656424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -2656424.500000 Penalty: 964.840454
	Iteration 99Q: 3 clusters Score -2656424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -2656417.250000 Penalty: 964.840454
	Iteration 100F: 3 clusters Score -2656417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -2656421.750000 Penalty: 964.840454
	Iteration 101Q: 3 clusters Score -2656422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -2656426.500000 Penalty: 964.840454
	Iteration 102Q: 3 clusters Score -2656426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -2656422.750000 Penalty: 964.840454
	Iteration 103Q: 3 clusters Score -2656423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -2656425.000000 Penalty: 964.840454
	Iteration 104Q: 3 clusters Score -2656425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -2656423.750000 Penalty: 964.840454
	Iteration 105Q: 3 clusters Score -2656424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -2656425.500000 Penalty: 964.840454
	Iteration 106Q: 3 clusters Score -2656426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -2656429.250000 Penalty: 964.840454
	Iteration 107Q: 3 clusters Score -2656429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -2656432.000000 Penalty: 964.840454
	Iteration 108Q: 3 clusters Score -2656432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -2656426.500000 Penalty: 964.840454
	Iteration 109Q: 3 clusters Score -2656426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -2656432.750000 Penalty: 964.840454
	Iteration 110Q: 3 clusters Score -2656433 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -2656434.250000 Penalty: 964.840454
	Iteration 111Q: 3 clusters Score -2656434 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -2656439.250000 Penalty: 964.840454
	Iteration 112Q: 3 clusters Score -2656439 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -2656437.500000 Penalty: 964.840454
	Iteration 113Q: 3 clusters Score -2656438 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -2656434.000000 Penalty: 964.840454
	Iteration 114Q: 3 clusters Score -2656434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -2656441.500000 Penalty: 964.840454
	Iteration 115Q: 3 clusters Score -2656442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -2656444.250000 Penalty: 964.840454
	Iteration 116Q: 3 clusters Score -2656444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -2656445.250000 Penalty: 964.840454
	Iteration 117Q: 3 clusters Score -2656445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -2656441.250000 Penalty: 964.840454
	Iteration 118Q: 3 clusters Score -2656441 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -2656442.500000 Penalty: 964.840454
	Iteration 119Q: 3 clusters Score -2656442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -2656442.250000 Penalty: 964.840454
	Iteration 120F: 3 clusters Score -2656442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -2656445.500000 Penalty: 964.840454
	Iteration 121Q: 3 clusters Score -2656446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -2656446.000000 Penalty: 964.840454
	Iteration 122Q: 3 clusters Score -2656446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -2656444.500000 Penalty: 964.840454
	Iteration 123Q: 3 clusters Score -2656444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -2656445.750000 Penalty: 964.840454
	Iteration 124Q: 3 clusters Score -2656446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -2656444.500000 Penalty: 964.840454
	Iteration 125Q: 3 clusters Score -2656444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -2656441.500000 Penalty: 964.840454
	Iteration 126Q: 3 clusters Score -2656442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -2656441.750000 Penalty: 964.840454
	Iteration 127Q: 3 clusters Score -2656442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -2656444.750000 Penalty: 964.840454
	Iteration 128Q: 3 clusters Score -2656445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -2656438.500000 Penalty: 964.840454
	Iteration 129Q: 3 clusters Score -2656438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -2656436.250000 Penalty: 964.840454
	Iteration 130Q: 3 clusters Score -2656436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -2656439.250000 Penalty: 964.840454
	Iteration 131Q: 3 clusters Score -2656439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -2656441.750000 Penalty: 964.840454
	Iteration 132Q: 3 clusters Score -2656442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -2656442.000000 Penalty: 964.840454
	Iteration 133Q: 3 clusters Score -2656442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -2656438.750000 Penalty: 964.840454
	Iteration 134Q: 3 clusters Score -2656439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -2656436.500000 Penalty: 964.840454
	Iteration 135Q: 3 clusters Score -2656436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -2656434.250000 Penalty: 964.840454
	Iteration 136Q: 3 clusters Score -2656434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -2656440.500000 Penalty: 964.840454
	Iteration 137Q: 3 clusters Score -2656440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -2656439.500000 Penalty: 964.840454
	Iteration 138Q: 3 clusters Score -2656440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -2656439.500000 Penalty: 964.840454
	Iteration 139Q: 3 clusters Score -2656440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -2656439.000000 Penalty: 964.840454
	Iteration 140F: 3 clusters Score -2656439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -2656441.250000 Penalty: 964.840454
	Iteration 141Q: 3 clusters Score -2656441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -2656441.250000 Penalty: 964.840454
	Iteration 142F: 3 clusters Score -2656441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (12964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Entering Unmasked Estep 
Score: -852992.437500 Penalty: 430.881897
	Iteration 0F: 2 clusters Score -852992.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -844307.500000 Penalty: 861.763794
	Iteration 0F: 3 clusters Score -844307.5 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -847706.187500 Penalty: 861.763794
	Iteration 1F: 3 clusters Score -847706.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -847894.937500 Penalty: 861.763794
	Iteration 2Q: 3 clusters Score -847894.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -848151.562500 Penalty: 861.763794
	Iteration 3F: 3 clusters Score -848151.6 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -848525.625000 Penalty: 861.763794
	Iteration 4F: 3 clusters Score -848525.6 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -849038.062500 Penalty: 861.763794
	Iteration 5F: 3 clusters Score -849038.1 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -849761.687500 Penalty: 861.763794
	Iteration 6F: 3 clusters Score -849761.7 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -850671.812500 Penalty: 861.763794
	Iteration 7F: 3 clusters Score -850671.8 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -851577.000000 Penalty: 861.763794
	Iteration 8F: 3 clusters Score -851577 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -852158.000000 Penalty: 861.763794
	Iteration 9Q: 3 clusters Score -852158 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -852444.125000 Penalty: 861.763794
	Iteration 10Q: 3 clusters Score -852444.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -852556.187500 Penalty: 861.763794
	Iteration 11Q: 3 clusters Score -852556.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -852591.500000 Penalty: 861.763794
	Iteration 12Q: 3 clusters Score -852591.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -852617.500000 Penalty: 861.763794
	Iteration 13Q: 3 clusters Score -852617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -852622.125000 Penalty: 861.763794
	Iteration 14Q: 3 clusters Score -852622.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -852624.312500 Penalty: 861.763794
	Iteration 15Q: 3 clusters Score -852624.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -852631.187500 Penalty: 861.763794
	Iteration 16Q: 3 clusters Score -852631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -852633.437500 Penalty: 861.763794
	Iteration 17Q: 3 clusters Score -852633.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -852633.312500 Penalty: 861.763794
	Iteration 18Q: 3 clusters Score -852633.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -852633.312500 Penalty: 861.763794
	Iteration 19F: 3 clusters Score -852633.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Entering Unmasked Estep 
Score: -265564.593750 Penalty: 378.358246
	Iteration 0F: 2 clusters Score -265564.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -262768.656250 Penalty: 756.716492
	Iteration 0F: 3 clusters Score -262768.7 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -263835.218750 Penalty: 756.716492
	Iteration 1F: 3 clusters Score -263835.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -263963.656250 Penalty: 756.716492
	Iteration 2F: 3 clusters Score -263963.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -264096.500000 Penalty: 756.716492
	Iteration 3F: 3 clusters Score -264096.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -264257.312500 Penalty: 756.716492
	Iteration 4F: 3 clusters Score -264257.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -264436.343750 Penalty: 756.716492
	Iteration 5F: 3 clusters Score -264436.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -264604.593750 Penalty: 756.716492
	Iteration 6F: 3 clusters Score -264604.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -264703.937500 Penalty: 756.716492
	Iteration 7Q: 3 clusters Score -264703.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -264770.937500 Penalty: 756.716492
	Iteration 8Q: 3 clusters Score -264770.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -264829.218750 Penalty: 756.716492
	Iteration 9Q: 3 clusters Score -264829.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -264877.562500 Penalty: 756.716492
	Iteration 10Q: 3 clusters Score -264877.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -264910.062500 Penalty: 756.716492
	Iteration 11Q: 3 clusters Score -264910.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -264941.656250 Penalty: 756.716492
	Iteration 12Q: 3 clusters Score -264941.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -264978.531250 Penalty: 756.716492
	Iteration 13Q: 3 clusters Score -264978.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -265017.250000 Penalty: 756.716492
	Iteration 14Q: 3 clusters Score -265017.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -265048.468750 Penalty: 756.716492
	Iteration 15Q: 3 clusters Score -265048.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -265074.375000 Penalty: 756.716492
	Iteration 16Q: 3 clusters Score -265074.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -265097.468750 Penalty: 756.716492
	Iteration 17Q: 3 clusters Score -265097.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -265121.625000 Penalty: 756.716492
	Iteration 18Q: 3 clusters Score -265121.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -265141.843750 Penalty: 756.716492
	Iteration 19Q: 3 clusters Score -265141.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -265160.468750 Penalty: 756.716492
	Iteration 20F: 3 clusters Score -265160.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -265182.593750 Penalty: 756.716492
	Iteration 21Q: 3 clusters Score -265182.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -265199.625000 Penalty: 756.716492
	Iteration 22Q: 3 clusters Score -265199.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -265214.500000 Penalty: 756.716492
	Iteration 23Q: 3 clusters Score -265214.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -265228.312500 Penalty: 756.716492
	Iteration 24Q: 3 clusters Score -265228.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -265242.656250 Penalty: 756.716492
	Iteration 25Q: 3 clusters Score -265242.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -265256.625000 Penalty: 756.716492
	Iteration 26Q: 3 clusters Score -265256.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -265272.156250 Penalty: 756.716492
	Iteration 27Q: 3 clusters Score -265272.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -265289.250000 Penalty: 756.716492
	Iteration 28Q: 3 clusters Score -265289.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -265302.593750 Penalty: 756.716492
	Iteration 29Q: 3 clusters Score -265302.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -265310.156250 Penalty: 756.716492
	Iteration 30Q: 3 clusters Score -265310.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -265315.156250 Penalty: 756.716492
	Iteration 31Q: 3 clusters Score -265315.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -265319.468750 Penalty: 756.716492
	Iteration 32Q: 3 clusters Score -265319.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -265321.062500 Penalty: 756.716492
	Iteration 33Q: 3 clusters Score -265321.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -265322.562500 Penalty: 756.716492
	Iteration 34Q: 3 clusters Score -265322.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -265322.906250 Penalty: 756.716492
	Iteration 35Q: 3 clusters Score -265322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -265323.312500 Penalty: 756.716492
	Iteration 36Q: 3 clusters Score -265323.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -265323.343750 Penalty: 756.716492
	Iteration 37Q: 3 clusters Score -265323.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -265323.562500 Penalty: 756.716492
	Iteration 38Q: 3 clusters Score -265323.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -265323.562500 Penalty: 756.716492
	Iteration 39F: 3 clusters Score -265323.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68282 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 593 members 
Mstep: Class 5 contains 20862 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 90502 members 
Mstep: Class 16 contains 39310 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 4971 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 60692 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4445 members 
Mstep: Class 24 contains 39456 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 45019 members 
Mstep: Class 28 contains 25256 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 6992 members 
Mstep: Class 33 contains 40241 members 
Mstep: Class 34 contains 12964 members 
Mstep: Class 35 contains 4087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 29. Lose 559.628540 but Gain 603.820312
Score: -35860188.000000 Penalty: 19926.087891
Iteration 439Q: 34 clusters Score -3.586019e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68288 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 20861 members 
Mstep: Class 6 contains 79206 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4198 members 
Mstep: Class 11 contains 780 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 93000 members 
Mstep: Class 16 contains 39759 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 5275 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 273 members 
Mstep: Class 21 contains 56687 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4416 members 
Mstep: Class 24 contains 39475 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 47263 members 
Mstep: Class 28 contains 25236 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7001 members 
Mstep: Class 33 contains 40010 members 
Mstep: Class 34 contains 12974 members 
Mstep: Class 35 contains 4041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862640.000000 Penalty: 19926.087891
Iteration 440F: 34 clusters Score -3.586264e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68290 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20861 members 
Mstep: Class 6 contains 79486 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4157 members 
Mstep: Class 11 contains 778 members 
Mstep: Class 12 contains 1305 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 95084 members 
Mstep: Class 16 contains 39200 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 5571 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 53207 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 39503 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 240 members 
Mstep: Class 27 contains 49441 members 
Mstep: Class 28 contains 25213 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7007 members 
Mstep: Class 33 contains 39309 members 
Mstep: Class 34 contains 12984 members 
Mstep: Class 35 contains 4004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863148.000000 Penalty: 19926.087891
Iteration 441Q: 34 clusters Score -3.586315e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68286 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20859 members 
Mstep: Class 6 contains 79106 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4135 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 96350 members 
Mstep: Class 16 contains 38839 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 50906 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 39985 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 51255 members 
Mstep: Class 28 contains 25205 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7012 members 
Mstep: Class 33 contains 38538 members 
Mstep: Class 34 contains 12998 members 
Mstep: Class 35 contains 3965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863668.000000 Penalty: 19926.087891
Iteration 442Q: 34 clusters Score -3.586367e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68282 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20858 members 
Mstep: Class 6 contains 78908 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4115 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 18435 members 
Mstep: Class 14 contains 707 members 
Mstep: Class 15 contains 96879 members 
Mstep: Class 16 contains 38596 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 6137 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 49185 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 40534 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 52894 members 
Mstep: Class 28 contains 25190 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7020 members 
Mstep: Class 33 contains 37736 members 
Mstep: Class 34 contains 13009 members 
Mstep: Class 35 contains 3926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863648.000000 Penalty: 19926.087891
Iteration 443Q: 34 clusters Score -3.586365e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68282 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20857 members 
Mstep: Class 6 contains 78766 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4100 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 706 members 
Mstep: Class 15 contains 97376 members 
Mstep: Class 16 contains 38411 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 6434 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 47485 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4490 members 
Mstep: Class 24 contains 41162 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 54476 members 
Mstep: Class 28 contains 25185 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7021 members 
Mstep: Class 33 contains 36784 members 
Mstep: Class 34 contains 13031 members 
Mstep: Class 35 contains 3893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863852.000000 Penalty: 19926.087891
Iteration 444Q: 34 clusters Score -3.586385e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68288 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20857 members 
Mstep: Class 6 contains 78456 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4092 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1254 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 97909 members 
Mstep: Class 16 contains 38271 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 6719 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 45831 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4488 members 
Mstep: Class 24 contains 41825 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 56158 members 
Mstep: Class 28 contains 25200 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7024 members 
Mstep: Class 33 contains 35748 members 
Mstep: Class 34 contains 13044 members 
Mstep: Class 35 contains 3858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863744.000000 Penalty: 19926.087891
Iteration 445Q: 34 clusters Score -3.586374e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68288 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20857 members 
Mstep: Class 6 contains 78205 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4083 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 98314 members 
Mstep: Class 16 contains 38176 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 6974 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 44211 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4494 members 
Mstep: Class 24 contains 42411 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 57931 members 
Mstep: Class 28 contains 25204 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7027 members 
Mstep: Class 33 contains 34699 members 
Mstep: Class 34 contains 13067 members 
Mstep: Class 35 contains 3836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863748.000000 Penalty: 19926.087891
Iteration 446Q: 34 clusters Score -3.586375e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68292 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20858 members 
Mstep: Class 6 contains 77922 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4071 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 98603 members 
Mstep: Class 16 contains 38090 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7223 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 42709 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4504 members 
Mstep: Class 24 contains 42887 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 59710 members 
Mstep: Class 28 contains 25211 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7036 members 
Mstep: Class 33 contains 33762 members 
Mstep: Class 34 contains 13082 members 
Mstep: Class 35 contains 3821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863916.000000 Penalty: 19926.087891
Iteration 447Q: 34 clusters Score -3.586392e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68289 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20859 members 
Mstep: Class 6 contains 77675 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4061 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1230 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 98713 members 
Mstep: Class 16 contains 38006 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7449 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 41257 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4540 members 
Mstep: Class 24 contains 43181 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 61658 members 
Mstep: Class 28 contains 25218 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7047 members 
Mstep: Class 33 contains 32947 members 
Mstep: Class 34 contains 13095 members 
Mstep: Class 35 contains 3801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863900.000000 Penalty: 19926.087891
Iteration 448Q: 34 clusters Score -3.58639e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68288 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20859 members 
Mstep: Class 6 contains 77587 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4054 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1225 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 98731 members 
Mstep: Class 16 contains 37943 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7639 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 39771 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4553 members 
Mstep: Class 24 contains 43321 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 63689 members 
Mstep: Class 28 contains 25212 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7054 members 
Mstep: Class 33 contains 32213 members 
Mstep: Class 34 contains 13119 members 
Mstep: Class 35 contains 3769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35864064.000000 Penalty: 19926.087891
Iteration 449Q: 34 clusters Score -3.586406e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68286 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20859 members 
Mstep: Class 6 contains 77581 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 98710 members 
Mstep: Class 16 contains 37910 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7785 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 38082 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4570 members 
Mstep: Class 24 contains 43334 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 65905 members 
Mstep: Class 28 contains 25205 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7060 members 
Mstep: Class 33 contains 31589 members 
Mstep: Class 34 contains 13149 members 
Mstep: Class 35 contains 3733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863864.000000 Penalty: 19926.087891
Iteration 450Q: 34 clusters Score -3.586386e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68289 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20858 members 
Mstep: Class 6 contains 77133 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4044 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 18435 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 99083 members 
Mstep: Class 16 contains 37905 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 36313 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4571 members 
Mstep: Class 24 contains 43295 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 68258 members 
Mstep: Class 28 contains 25191 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7072 members 
Mstep: Class 33 contains 31051 members 
Mstep: Class 34 contains 13176 members 
Mstep: Class 35 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863784.000000 Penalty: 19926.087891
Iteration 451Q: 34 clusters Score -3.586378e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68286 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20858 members 
Mstep: Class 6 contains 76515 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 18437 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 99468 members 
Mstep: Class 16 contains 37900 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7924 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 34579 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4586 members 
Mstep: Class 24 contains 43107 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 70870 members 
Mstep: Class 28 contains 25154 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7083 members 
Mstep: Class 33 contains 30565 members 
Mstep: Class 34 contains 13201 members 
Mstep: Class 35 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863548.000000 Penalty: 19926.087891
Iteration 452Q: 34 clusters Score -3.586355e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68286 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20857 members 
Mstep: Class 6 contains 75801 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4029 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 18438 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 99742 members 
Mstep: Class 16 contains 37894 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7962 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 32972 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4598 members 
Mstep: Class 24 contains 42782 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 73654 members 
Mstep: Class 28 contains 25134 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7091 members 
Mstep: Class 33 contains 30136 members 
Mstep: Class 34 contains 13221 members 
Mstep: Class 35 contains 3647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863084.000000 Penalty: 19926.087891
Iteration 453Q: 34 clusters Score -3.586308e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68281 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20855 members 
Mstep: Class 6 contains 75050 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4032 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 18438 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 100029 members 
Mstep: Class 16 contains 37890 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7969 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 31414 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4607 members 
Mstep: Class 24 contains 42256 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 76620 members 
Mstep: Class 28 contains 25117 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7099 members 
Mstep: Class 33 contains 29725 members 
Mstep: Class 34 contains 13244 members 
Mstep: Class 35 contains 3614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863332.000000 Penalty: 19926.087891
Iteration 454Q: 34 clusters Score -3.586333e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68283 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20851 members 
Mstep: Class 6 contains 74953 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4033 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 18439 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 99444 members 
Mstep: Class 16 contains 37913 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7979 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 29923 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4605 members 
Mstep: Class 24 contains 41562 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 79838 members 
Mstep: Class 28 contains 25131 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7114 members 
Mstep: Class 33 contains 29341 members 
Mstep: Class 34 contains 13243 members 
Mstep: Class 35 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863848.000000 Penalty: 19926.087891
Iteration 455Q: 34 clusters Score -3.586385e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68282 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20851 members 
Mstep: Class 6 contains 76303 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4028 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 18441 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 97202 members 
Mstep: Class 16 contains 37923 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7976 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 28399 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4603 members 
Mstep: Class 24 contains 40867 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 83290 members 
Mstep: Class 28 contains 25151 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7123 members 
Mstep: Class 33 contains 28988 members 
Mstep: Class 34 contains 13254 members 
Mstep: Class 35 contains 3567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35864180.000000 Penalty: 19926.087891
Iteration 456Q: 34 clusters Score -3.586418e+07 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68284 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20852 members 
Mstep: Class 6 contains 78824 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4029 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 18440 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 94087 members 
Mstep: Class 16 contains 37916 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7970 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 26577 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4620 members 
Mstep: Class 24 contains 40475 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 86357 members 
Mstep: Class 28 contains 25170 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7127 members 
Mstep: Class 33 contains 28714 members 
Mstep: Class 34 contains 13266 members 
Mstep: Class 35 contains 3538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35864700.000000 Penalty: 19926.087891
Iteration 457Q: 34 clusters Score -3.58647e+07 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68283 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20853 members 
Mstep: Class 6 contains 82233 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4025 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1224 members 
Mstep: Class 13 contains 18441 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 93322 members 
Mstep: Class 16 contains 37888 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7989 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 24519 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4627 members 
Mstep: Class 24 contains 40476 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 86025 members 
Mstep: Class 28 contains 25195 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7130 members 
Mstep: Class 33 contains 28440 members 
Mstep: Class 34 contains 13278 members 
Mstep: Class 35 contains 3513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863764.000000 Penalty: 19926.087891
Iteration 458Q: 34 clusters Score -3.586376e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68286 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20857 members 
Mstep: Class 6 contains 86165 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4028 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1218 members 
Mstep: Class 13 contains 18441 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 94871 members 
Mstep: Class 16 contains 37880 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7982 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 22483 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4633 members 
Mstep: Class 24 contains 40978 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 82300 members 
Mstep: Class 28 contains 25226 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7134 members 
Mstep: Class 33 contains 28192 members 
Mstep: Class 34 contains 13294 members 
Mstep: Class 35 contains 3493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35864324.000000 Penalty: 19926.087891
Iteration 459Q: 34 clusters Score -3.586432e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68280 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20854 members 
Mstep: Class 6 contains 89479 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4020 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 18443 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 96457 members 
Mstep: Class 16 contains 37868 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 7968 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 20880 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4633 members 
Mstep: Class 24 contains 41683 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 78623 members 
Mstep: Class 28 contains 25244 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7141 members 
Mstep: Class 33 contains 27891 members 
Mstep: Class 34 contains 13312 members 
Mstep: Class 35 contains 3473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865784.000000 Penalty: 19926.087891
Iteration 460F: 34 clusters Score -3.586578e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68274 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20853 members 
Mstep: Class 6 contains 90882 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 18443 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 93904 members 
Mstep: Class 16 contains 37869 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8004 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 19513 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4642 members 
Mstep: Class 24 contains 42463 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 80704 members 
Mstep: Class 28 contains 25248 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7142 members 
Mstep: Class 33 contains 27498 members 
Mstep: Class 34 contains 13338 members 
Mstep: Class 35 contains 3457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866388.000000 Penalty: 19926.087891
Iteration 461Q: 34 clusters Score -3.586639e+07 nChanged 11647
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68286 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20853 members 
Mstep: Class 6 contains 93536 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4013 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 18443 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 90079 members 
Mstep: Class 16 contains 37837 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8031 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 17905 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4672 members 
Mstep: Class 24 contains 43144 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 83139 members 
Mstep: Class 28 contains 25252 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7148 members 
Mstep: Class 33 contains 27114 members 
Mstep: Class 34 contains 13359 members 
Mstep: Class 35 contains 3441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866500.000000 Penalty: 19926.087891
Iteration 462Q: 34 clusters Score -3.58665e+07 nChanged 13499
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68291 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20856 members 
Mstep: Class 6 contains 96571 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 18443 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 84622 members 
Mstep: Class 16 contains 37826 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8098 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 16115 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4715 members 
Mstep: Class 24 contains 42918 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 87840 members 
Mstep: Class 28 contains 25246 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7151 members 
Mstep: Class 33 contains 26760 members 
Mstep: Class 34 contains 13375 members 
Mstep: Class 35 contains 3424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865516.000000 Penalty: 19926.087891
Iteration 463Q: 34 clusters Score -3.586552e+07 nChanged 14436
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68294 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20859 members 
Mstep: Class 6 contains 99964 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4052 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1189 members 
Mstep: Class 13 contains 18443 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 77692 members 
Mstep: Class 16 contains 37839 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8145 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 14768 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4751 members 
Mstep: Class 24 contains 41758 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 94071 members 
Mstep: Class 28 contains 25257 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7158 members 
Mstep: Class 33 contains 26430 members 
Mstep: Class 34 contains 13381 members 
Mstep: Class 35 contains 3411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863036.000000 Penalty: 19926.087891
Iteration 464Q: 34 clusters Score -3.586304e+07 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68298 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20862 members 
Mstep: Class 6 contains 102362 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4112 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 18444 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 74579 members 
Mstep: Class 16 contains 37914 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8176 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 14656 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4754 members 
Mstep: Class 24 contains 39500 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 97249 members 
Mstep: Class 28 contains 25277 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7162 members 
Mstep: Class 33 contains 26129 members 
Mstep: Class 34 contains 13396 members 
Mstep: Class 35 contains 3389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35859072.000000 Penalty: 19926.087891
Iteration 465Q: 34 clusters Score -3.585907e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68293 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20860 members 
Mstep: Class 6 contains 103644 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1221 members 
Mstep: Class 13 contains 18445 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 73997 members 
Mstep: Class 16 contains 38035 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8207 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4771 members 
Mstep: Class 24 contains 36763 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 98890 members 
Mstep: Class 28 contains 25297 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7166 members 
Mstep: Class 33 contains 25921 members 
Mstep: Class 34 contains 13416 members 
Mstep: Class 35 contains 3367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35856740.000000 Penalty: 19926.087891
Iteration 466Q: 34 clusters Score -3.585674e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68287 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20857 members 
Mstep: Class 6 contains 104077 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4173 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 18444 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 74392 members 
Mstep: Class 16 contains 38095 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8233 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 15426 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4786 members 
Mstep: Class 24 contains 33948 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 100434 members 
Mstep: Class 28 contains 25325 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7167 members 
Mstep: Class 33 contains 25795 members 
Mstep: Class 34 contains 13431 members 
Mstep: Class 35 contains 3348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35855412.000000 Penalty: 19926.087891
Iteration 467Q: 34 clusters Score -3.585541e+07 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68282 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20856 members 
Mstep: Class 6 contains 103783 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4190 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 18444 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 75515 members 
Mstep: Class 16 contains 38142 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8254 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 15883 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4775 members 
Mstep: Class 24 contains 31311 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 101745 members 
Mstep: Class 28 contains 25359 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7170 members 
Mstep: Class 33 contains 25712 members 
Mstep: Class 34 contains 13442 members 
Mstep: Class 35 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854132.000000 Penalty: 19926.087891
Iteration 468Q: 34 clusters Score -3.585413e+07 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68279 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20855 members 
Mstep: Class 6 contains 103301 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2191 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4197 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 18444 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 76913 members 
Mstep: Class 16 contains 38215 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8257 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 16337 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4805 members 
Mstep: Class 24 contains 28900 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 102917 members 
Mstep: Class 28 contains 25375 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7172 members 
Mstep: Class 33 contains 25449 members 
Mstep: Class 34 contains 13448 members 
Mstep: Class 35 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35853440.000000 Penalty: 19926.087891
Iteration 469Q: 34 clusters Score -3.585344e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68275 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20856 members 
Mstep: Class 6 contains 102394 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4203 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 18444 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 78157 members 
Mstep: Class 16 contains 38251 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 16543 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4847 members 
Mstep: Class 24 contains 26816 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 104568 members 
Mstep: Class 28 contains 25394 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7174 members 
Mstep: Class 33 contains 25224 members 
Mstep: Class 34 contains 13458 members 
Mstep: Class 35 contains 3317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35853124.000000 Penalty: 19926.087891
Iteration 470Q: 34 clusters Score -3.585312e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68275 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20859 members 
Mstep: Class 6 contains 101196 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2193 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4204 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 18442 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 79635 members 
Mstep: Class 16 contains 38273 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8269 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 16541 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4886 members 
Mstep: Class 24 contains 24986 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 106335 members 
Mstep: Class 28 contains 25412 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7177 members 
Mstep: Class 33 contains 24911 members 
Mstep: Class 34 contains 13472 members 
Mstep: Class 35 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35852640.000000 Penalty: 19926.087891
Iteration 471Q: 34 clusters Score -3.585264e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68278 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20859 members 
Mstep: Class 6 contains 99914 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2194 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4194 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 18441 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 81087 members 
Mstep: Class 16 contains 38264 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8261 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 16305 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4906 members 
Mstep: Class 24 contains 23503 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 108220 members 
Mstep: Class 28 contains 25434 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7181 members 
Mstep: Class 33 contains 24537 members 
Mstep: Class 34 contains 13487 members 
Mstep: Class 35 contains 3312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35852340.000000 Penalty: 19926.087891
Iteration 472Q: 34 clusters Score -3.585234e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68274 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20861 members 
Mstep: Class 6 contains 98591 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 18441 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 82410 members 
Mstep: Class 16 contains 38269 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8252 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 15750 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4943 members 
Mstep: Class 24 contains 22334 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 110203 members 
Mstep: Class 28 contains 25455 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7185 members 
Mstep: Class 33 contains 24201 members 
Mstep: Class 34 contains 13503 members 
Mstep: Class 35 contains 3315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35851760.000000 Penalty: 19926.087891
Iteration 473Q: 34 clusters Score -3.585176e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68279 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20863 members 
Mstep: Class 6 contains 97395 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4182 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 18441 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 83725 members 
Mstep: Class 16 contains 38298 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8238 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 14940 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4993 members 
Mstep: Class 24 contains 21427 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 112028 members 
Mstep: Class 28 contains 25471 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7185 members 
Mstep: Class 33 contains 23882 members 
Mstep: Class 34 contains 13517 members 
Mstep: Class 35 contains 3316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35850752.000000 Penalty: 19926.087891
Iteration 474Q: 34 clusters Score -3.585075e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68283 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20863 members 
Mstep: Class 6 contains 96332 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4168 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 18441 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 85088 members 
Mstep: Class 16 contains 38368 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8229 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 13971 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5055 members 
Mstep: Class 24 contains 20694 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 113679 members 
Mstep: Class 28 contains 25487 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7188 members 
Mstep: Class 33 contains 23496 members 
Mstep: Class 34 contains 13525 members 
Mstep: Class 35 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35849592.000000 Penalty: 19926.087891
Iteration 475Q: 34 clusters Score -3.584959e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68286 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20861 members 
Mstep: Class 6 contains 95556 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4157 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 18441 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 86237 members 
Mstep: Class 16 contains 38448 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8229 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 12951 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5118 members 
Mstep: Class 24 contains 20206 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 114961 members 
Mstep: Class 28 contains 25482 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7190 members 
Mstep: Class 33 contains 23221 members 
Mstep: Class 34 contains 13530 members 
Mstep: Class 35 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35848704.000000 Penalty: 19926.087891
Iteration 476Q: 34 clusters Score -3.58487e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68292 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20861 members 
Mstep: Class 6 contains 95048 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4134 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 18442 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 87299 members 
Mstep: Class 16 contains 38489 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8225 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 11846 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5157 members 
Mstep: Class 24 contains 19843 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 116033 members 
Mstep: Class 28 contains 25478 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7192 members 
Mstep: Class 33 contains 22992 members 
Mstep: Class 34 contains 13545 members 
Mstep: Class 35 contains 3309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35847976.000000 Penalty: 19926.087891
Iteration 477Q: 34 clusters Score -3.584798e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68290 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20860 members 
Mstep: Class 6 contains 94663 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4112 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 18440 members 
Mstep: Class 14 contains 706 members 
Mstep: Class 15 contains 88233 members 
Mstep: Class 16 contains 38557 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8212 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 10773 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5176 members 
Mstep: Class 24 contains 19553 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 116935 members 
Mstep: Class 28 contains 25501 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7192 members 
Mstep: Class 33 contains 22822 members 
Mstep: Class 34 contains 13555 members 
Mstep: Class 35 contains 3307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35847332.000000 Penalty: 19926.087891
Iteration 478Q: 34 clusters Score -3.584733e+07 nChanged 3568
Entering ConstructFrom: 
Score: -35847332.000000 Penalty: 19926.087891
Entering ConstructFrom: 
Trying to split cluster 1 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -13855.517578 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -13855.52 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 102 members 
Entering Unmasked Estep 
Score: -13556.200195 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -13556.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13619.914062 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -13619.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13631.008789 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -13631.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13637.368164 Penalty: 494.865234
	Iteration 3Q: 3 clusters Score -13637.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13654.098633 Penalty: 494.865234
	Iteration 4Q: 3 clusters Score -13654.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13657.777344 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -13657.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13657.777344 Penalty: 494.865234
	Iteration 6F: 3 clusters Score -13657.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (68284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68284 members 
Entering Unmasked Estep 
Score: -4069769.750000 Penalty: 506.480103
	Iteration 0F: 2 clusters Score -4069770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -4023884.000000 Penalty: 1012.960205
	Iteration 0F: 3 clusters Score -4023884 nChanged 33209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -4044947.250000 Penalty: 1012.960205
	Iteration 1F: 3 clusters Score -4044947 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -4046893.250000 Penalty: 1012.960205
	Iteration 2F: 3 clusters Score -4046893 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -4049897.000000 Penalty: 1012.960205
	Iteration 3F: 3 clusters Score -4049897 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -4054243.000000 Penalty: 1012.960205
	Iteration 4F: 3 clusters Score -4054243 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -4058080.000000 Penalty: 1012.960205
	Iteration 5F: 3 clusters Score -4058080 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -4060112.500000 Penalty: 1012.960205
	Iteration 6Q: 3 clusters Score -4060112 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -4061117.750000 Penalty: 1012.960205
	Iteration 7Q: 3 clusters Score -4061118 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -4061764.750000 Penalty: 1012.960205
	Iteration 8Q: 3 clusters Score -4061765 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -4062323.000000 Penalty: 1012.960205
	Iteration 9Q: 3 clusters Score -4062323 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -4062907.500000 Penalty: 1012.960205
	Iteration 10Q: 3 clusters Score -4062908 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -4063570.500000 Penalty: 1012.960205
	Iteration 11Q: 3 clusters Score -4063570 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60024 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -4064281.250000 Penalty: 1012.960205
	Iteration 12Q: 3 clusters Score -4064281 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61326 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -4064941.500000 Penalty: 1012.960205
	Iteration 13Q: 3 clusters Score -4064942 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -4065617.750000 Penalty: 1012.960205
	Iteration 14Q: 3 clusters Score -4065618 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63671 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -4066319.250000 Penalty: 1012.960205
	Iteration 15Q: 3 clusters Score -4066319 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -4066955.000000 Penalty: 1012.960205
	Iteration 16Q: 3 clusters Score -4066955 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4067630.000000 Penalty: 1012.960205
	Iteration 17Q: 3 clusters Score -4067630 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4068220.250000 Penalty: 1012.960205
	Iteration 18Q: 3 clusters Score -4068220 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67119 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4068714.750000 Penalty: 1012.960205
	Iteration 19Q: 3 clusters Score -4068715 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4069042.000000 Penalty: 1012.960205
	Iteration 20F: 3 clusters Score -4069042 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67784 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4069219.000000 Penalty: 1012.960205
	Iteration 21Q: 3 clusters Score -4069219 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4069328.500000 Penalty: 1012.960205
	Iteration 22Q: 3 clusters Score -4069328 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67990 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4069379.250000 Penalty: 1012.960205
	Iteration 23Q: 3 clusters Score -4069379 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68016 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4069399.500000 Penalty: 1012.960205
	Iteration 24Q: 3 clusters Score -4069400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68039 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4069422.750000 Penalty: 1012.960205
	Iteration 25Q: 3 clusters Score -4069423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4069440.000000 Penalty: 1012.960205
	Iteration 26Q: 3 clusters Score -4069440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4069445.750000 Penalty: 1012.960205
	Iteration 27Q: 3 clusters Score -4069446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4069450.500000 Penalty: 1012.960205
	Iteration 28Q: 3 clusters Score -4069450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68083 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4069448.750000 Penalty: 1012.960205
	Iteration 29Q: 3 clusters Score -4069449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4069445.000000 Penalty: 1012.960205
	Iteration 30Q: 3 clusters Score -4069445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68091 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4069445.500000 Penalty: 1012.960205
	Iteration 31Q: 3 clusters Score -4069446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4069448.250000 Penalty: 1012.960205
	Iteration 32Q: 3 clusters Score -4069448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4069453.750000 Penalty: 1012.960205
	Iteration 33F: 3 clusters Score -4069454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68090 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4069457.000000 Penalty: 1012.960205
	Iteration 34Q: 3 clusters Score -4069457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4069460.250000 Penalty: 1012.960205
	Iteration 35Q: 3 clusters Score -4069460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68094 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4069466.500000 Penalty: 1012.960205
	Iteration 36Q: 3 clusters Score -4069466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68100 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4069465.750000 Penalty: 1012.960205
	Iteration 37Q: 3 clusters Score -4069466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68103 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4069470.250000 Penalty: 1012.960205
	Iteration 38Q: 3 clusters Score -4069470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4069472.500000 Penalty: 1012.960205
	Iteration 39Q: 3 clusters Score -4069472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4069472.250000 Penalty: 1012.960205
	Iteration 40F: 3 clusters Score -4069472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Entering Unmasked Estep 
Score: -231579.000000 Penalty: 377.424713
	Iteration 0F: 2 clusters Score -231579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -228849.937500 Penalty: 754.849426
	Iteration 0F: 3 clusters Score -228849.9 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -229956.734375 Penalty: 754.849426
	Iteration 1F: 3 clusters Score -229956.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -230125.546875 Penalty: 754.849426
	Iteration 2F: 3 clusters Score -230125.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -230286.484375 Penalty: 754.849426
	Iteration 3F: 3 clusters Score -230286.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -230438.453125 Penalty: 754.849426
	Iteration 4F: 3 clusters Score -230438.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -230570.953125 Penalty: 754.849426
	Iteration 5F: 3 clusters Score -230571 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -230688.062500 Penalty: 754.849426
	Iteration 6Q: 3 clusters Score -230688.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -230763.968750 Penalty: 754.849426
	Iteration 7Q: 3 clusters Score -230764 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -230797.906250 Penalty: 754.849426
	Iteration 8Q: 3 clusters Score -230797.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -230821.500000 Penalty: 754.849426
	Iteration 9Q: 3 clusters Score -230821.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -230843.750000 Penalty: 754.849426
	Iteration 10Q: 3 clusters Score -230843.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -230866.375000 Penalty: 754.849426
	Iteration 11Q: 3 clusters Score -230866.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -230888.812500 Penalty: 754.849426
	Iteration 12Q: 3 clusters Score -230888.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -230903.703125 Penalty: 754.849426
	Iteration 13Q: 3 clusters Score -230903.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -230915.515625 Penalty: 754.849426
	Iteration 14Q: 3 clusters Score -230915.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -230926.718750 Penalty: 754.849426
	Iteration 15Q: 3 clusters Score -230926.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -230940.640625 Penalty: 754.849426
	Iteration 16Q: 3 clusters Score -230940.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -230957.484375 Penalty: 754.849426
	Iteration 17Q: 3 clusters Score -230957.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -230971.578125 Penalty: 754.849426
	Iteration 18Q: 3 clusters Score -230971.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -230987.984375 Penalty: 754.849426
	Iteration 19Q: 3 clusters Score -230988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -231007.562500 Penalty: 754.849426
	Iteration 20F: 3 clusters Score -231007.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -231038.250000 Penalty: 754.849426
	Iteration 21Q: 3 clusters Score -231038.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -231065.328125 Penalty: 754.849426
	Iteration 22Q: 3 clusters Score -231065.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -231093.281250 Penalty: 754.849426
	Iteration 23Q: 3 clusters Score -231093.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -231115.375000 Penalty: 754.849426
	Iteration 24Q: 3 clusters Score -231115.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -231131.046875 Penalty: 754.849426
	Iteration 25Q: 3 clusters Score -231131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -231140.281250 Penalty: 754.849426
	Iteration 26Q: 3 clusters Score -231140.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -231151.406250 Penalty: 754.849426
	Iteration 27Q: 3 clusters Score -231151.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -231164.078125 Penalty: 754.849426
	Iteration 28Q: 3 clusters Score -231164.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -231178.281250 Penalty: 754.849426
	Iteration 29Q: 3 clusters Score -231178.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -231191.125000 Penalty: 754.849426
	Iteration 30Q: 3 clusters Score -231191.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -231199.921875 Penalty: 754.849426
	Iteration 31Q: 3 clusters Score -231199.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -231207.406250 Penalty: 754.849426
	Iteration 32Q: 3 clusters Score -231207.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -231218.281250 Penalty: 754.849426
	Iteration 33Q: 3 clusters Score -231218.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -231229.000000 Penalty: 754.849426
	Iteration 34Q: 3 clusters Score -231229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -231236.890625 Penalty: 754.849426
	Iteration 35Q: 3 clusters Score -231236.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -231243.046875 Penalty: 754.849426
	Iteration 36Q: 3 clusters Score -231243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -231247.015625 Penalty: 754.849426
	Iteration 37Q: 3 clusters Score -231247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -231252.734375 Penalty: 754.849426
	Iteration 38Q: 3 clusters Score -231252.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -231257.390625 Penalty: 754.849426
	Iteration 39Q: 3 clusters Score -231257.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -231260.140625 Penalty: 754.849426
	Iteration 40F: 3 clusters Score -231260.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -231262.843750 Penalty: 754.849426
	Iteration 41Q: 3 clusters Score -231262.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -231264.203125 Penalty: 754.849426
	Iteration 42Q: 3 clusters Score -231264.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -231265.640625 Penalty: 754.849426
	Iteration 43Q: 3 clusters Score -231265.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -231266.687500 Penalty: 754.849426
	Iteration 44Q: 3 clusters Score -231266.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -231268.375000 Penalty: 754.849426
	Iteration 45Q: 3 clusters Score -231268.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -231270.140625 Penalty: 754.849426
	Iteration 46Q: 3 clusters Score -231270.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -231273.031250 Penalty: 754.849426
	Iteration 47Q: 3 clusters Score -231273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -231274.359375 Penalty: 754.849426
	Iteration 48Q: 3 clusters Score -231274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -231274.640625 Penalty: 754.849426
	Iteration 49Q: 3 clusters Score -231274.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -231274.750000 Penalty: 754.849426
	Iteration 50Q: 3 clusters Score -231274.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -231275.718750 Penalty: 754.849426
	Iteration 51Q: 3 clusters Score -231275.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -231276.031250 Penalty: 754.849426
	Iteration 52Q: 3 clusters Score -231276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -231276.015625 Penalty: 754.849426
	Iteration 53Q: 3 clusters Score -231276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -231276.015625 Penalty: 754.849426
	Iteration 54F: 3 clusters Score -231276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -37810.445312 Penalty: 290.218384
	Iteration 0F: 2 clusters Score -37810.45 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 287 members 
Entering Unmasked Estep 
Score: -37248.703125 Penalty: 580.436768
	Iteration 0F: 3 clusters Score -37248.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -37382.957031 Penalty: 580.436768
	Iteration 1F: 3 clusters Score -37382.96 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -37414.402344 Penalty: 580.436768
	Iteration 2F: 3 clusters Score -37414.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37431.031250 Penalty: 580.436768
	Iteration 3Q: 3 clusters Score -37431.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37439.871094 Penalty: 580.436768
	Iteration 4Q: 3 clusters Score -37439.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37446.015625 Penalty: 580.436768
	Iteration 5Q: 3 clusters Score -37446.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37453.984375 Penalty: 580.436768
	Iteration 6Q: 3 clusters Score -37453.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37468.296875 Penalty: 580.436768
	Iteration 7Q: 3 clusters Score -37468.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37476.558594 Penalty: 580.436768
	Iteration 8Q: 3 clusters Score -37476.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37480.941406 Penalty: 580.436768
	Iteration 9Q: 3 clusters Score -37480.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37484.167969 Penalty: 580.436768
	Iteration 10Q: 3 clusters Score -37484.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37485.386719 Penalty: 580.436768
	Iteration 11Q: 3 clusters Score -37485.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37485.539062 Penalty: 580.436768
	Iteration 12Q: 3 clusters Score -37485.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37485.921875 Penalty: 580.436768
	Iteration 13Q: 3 clusters Score -37485.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37487.503906 Penalty: 580.436768
	Iteration 14Q: 3 clusters Score -37487.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37489.460938 Penalty: 580.436768
	Iteration 15Q: 3 clusters Score -37489.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37490.792969 Penalty: 580.436768
	Iteration 16Q: 3 clusters Score -37490.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37492.851562 Penalty: 580.436768
	Iteration 17Q: 3 clusters Score -37492.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37495.457031 Penalty: 580.436768
	Iteration 18Q: 3 clusters Score -37495.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37496.765625 Penalty: 580.436768
	Iteration 19Q: 3 clusters Score -37496.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37497.683594 Penalty: 580.436768
	Iteration 20F: 3 clusters Score -37497.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37498.367188 Penalty: 580.436768
	Iteration 21Q: 3 clusters Score -37498.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37498.367188 Penalty: 580.436768
	Iteration 22F: 3 clusters Score -37498.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Entering Unmasked Estep 
Score: -1317647.875000 Penalty: 452.524292
	Iteration 0F: 2 clusters Score -1317648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1303785.375000 Penalty: 905.048584
	Iteration 0F: 3 clusters Score -1303785 nChanged 9854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1309498.250000 Penalty: 905.048584
	Iteration 1F: 3 clusters Score -1309498 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1310020.000000 Penalty: 905.048584
	Iteration 2F: 3 clusters Score -1310020 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1310770.000000 Penalty: 905.048584
	Iteration 3F: 3 clusters Score -1310770 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1311715.125000 Penalty: 905.048584
	Iteration 4F: 3 clusters Score -1311715 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1312742.500000 Penalty: 905.048584
	Iteration 5F: 3 clusters Score -1312742 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1313770.250000 Penalty: 905.048584
	Iteration 6F: 3 clusters Score -1313770 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1314751.000000 Penalty: 905.048584
	Iteration 7F: 3 clusters Score -1314751 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1315702.875000 Penalty: 905.048584
	Iteration 8Q: 3 clusters Score -1315703 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1316454.875000 Penalty: 905.048584
	Iteration 9Q: 3 clusters Score -1316455 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1316969.375000 Penalty: 905.048584
	Iteration 10Q: 3 clusters Score -1316969 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1317231.500000 Penalty: 905.048584
	Iteration 11Q: 3 clusters Score -1317232 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1317357.875000 Penalty: 905.048584
	Iteration 12Q: 3 clusters Score -1317358 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1317429.375000 Penalty: 905.048584
	Iteration 13Q: 3 clusters Score -1317429 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1317471.125000 Penalty: 905.048584
	Iteration 14Q: 3 clusters Score -1317471 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1317497.625000 Penalty: 905.048584
	Iteration 15Q: 3 clusters Score -1317498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1317509.375000 Penalty: 905.048584
	Iteration 16Q: 3 clusters Score -1317509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1317517.125000 Penalty: 905.048584
	Iteration 17Q: 3 clusters Score -1317517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1317525.000000 Penalty: 905.048584
	Iteration 18Q: 3 clusters Score -1317525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1317537.125000 Penalty: 905.048584
	Iteration 19Q: 3 clusters Score -1317537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1317545.625000 Penalty: 905.048584
	Iteration 20F: 3 clusters Score -1317546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1317547.250000 Penalty: 905.048584
	Iteration 21Q: 3 clusters Score -1317547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1317546.000000 Penalty: 905.048584
	Iteration 22Q: 3 clusters Score -1317546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1317546.000000 Penalty: 905.048584
	Iteration 23F: 3 clusters Score -1317546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (94385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94385 members 
Entering Unmasked Estep 
Score: -6204165.500000 Penalty: 521.208740
	Iteration 0F: 2 clusters Score -6204166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -6142482.500000 Penalty: 1042.417480
	Iteration 0F: 3 clusters Score -6142482 nChanged 46201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -6170693.500000 Penalty: 1042.417480
	Iteration 1F: 3 clusters Score -6170694 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -6172415.500000 Penalty: 1042.417480
	Iteration 2Q: 3 clusters Score -6172416 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -6175071.500000 Penalty: 1042.417480
	Iteration 3F: 3 clusters Score -6175072 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -6179156.000000 Penalty: 1042.417480
	Iteration 4F: 3 clusters Score -6179156 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
Score: -6184587.500000 Penalty: 1042.417480
	Iteration 5F: 3 clusters Score -6184588 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -6188818.000000 Penalty: 1042.417480
	Iteration 6F: 3 clusters Score -6188818 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -6190751.500000 Penalty: 1042.417480
	Iteration 7Q: 3 clusters Score -6190752 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -6191931.500000 Penalty: 1042.417480
	Iteration 8Q: 3 clusters Score -6191932 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -6193470.500000 Penalty: 1042.417480
	Iteration 9Q: 3 clusters Score -6193470 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -6195611.500000 Penalty: 1042.417480
	Iteration 10Q: 3 clusters Score -6195612 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -6198211.500000 Penalty: 1042.417480
	Iteration 11Q: 3 clusters Score -6198212 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -6200875.000000 Penalty: 1042.417480
	Iteration 12Q: 3 clusters Score -6200875 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -6202612.500000 Penalty: 1042.417480
	Iteration 13Q: 3 clusters Score -6202612 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -6203646.000000 Penalty: 1042.417480
	Iteration 14Q: 3 clusters Score -6203646 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -6204188.000000 Penalty: 1042.417480
	Iteration 15Q: 3 clusters Score -6204188 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -6204470.500000 Penalty: 1042.417480
	Iteration 16Q: 3 clusters Score -6204470 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57189 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -6204566.500000 Penalty: 1042.417480
	Iteration 17Q: 3 clusters Score -6204566 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57863 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -6204659.000000 Penalty: 1042.417480
	Iteration 18Q: 3 clusters Score -6204659 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -6204645.000000 Penalty: 1042.417480
	Iteration 19Q: 3 clusters Score -6204645 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -6204759.000000 Penalty: 1042.417480
	Iteration 20F: 3 clusters Score -6204759 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -6204835.000000 Penalty: 1042.417480
	Iteration 21Q: 3 clusters Score -6204835 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -6204865.500000 Penalty: 1042.417480
	Iteration 22Q: 3 clusters Score -6204866 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -6204860.500000 Penalty: 1042.417480
	Iteration 23Q: 3 clusters Score -6204860 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61258 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -6204838.000000 Penalty: 1042.417480
	Iteration 24Q: 3 clusters Score -6204838 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -6204895.500000 Penalty: 1042.417480
	Iteration 25Q: 3 clusters Score -6204896 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -6204929.000000 Penalty: 1042.417480
	Iteration 26Q: 3 clusters Score -6204929 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -6204939.000000 Penalty: 1042.417480
	Iteration 27Q: 3 clusters Score -6204939 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63552 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -6204922.500000 Penalty: 1042.417480
	Iteration 28Q: 3 clusters Score -6204922 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -6204913.000000 Penalty: 1042.417480
	Iteration 29Q: 3 clusters Score -6204913 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -6204897.500000 Penalty: 1042.417480
	Iteration 30Q: 3 clusters Score -6204898 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -6204871.500000 Penalty: 1042.417480
	Iteration 31Q: 3 clusters Score -6204872 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65772 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -6204865.000000 Penalty: 1042.417480
	Iteration 32Q: 3 clusters Score -6204865 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -6204886.000000 Penalty: 1042.417480
	Iteration 33Q: 3 clusters Score -6204886 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66819 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -6204904.000000 Penalty: 1042.417480
	Iteration 34Q: 3 clusters Score -6204904 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67351 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -6204859.000000 Penalty: 1042.417480
	Iteration 35Q: 3 clusters Score -6204859 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -6204832.500000 Penalty: 1042.417480
	Iteration 36Q: 3 clusters Score -6204832 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -6204789.500000 Penalty: 1042.417480
	Iteration 37Q: 3 clusters Score -6204790 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68790 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -6204787.500000 Penalty: 1042.417480
	Iteration 38Q: 3 clusters Score -6204788 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -6204805.500000 Penalty: 1042.417480
	Iteration 39Q: 3 clusters Score -6204806 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -6204774.500000 Penalty: 1042.417480
	Iteration 40F: 3 clusters Score -6204774 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -6204840.500000 Penalty: 1042.417480
	Iteration 41Q: 3 clusters Score -6204840 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70660 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -6204807.000000 Penalty: 1042.417480
	Iteration 42Q: 3 clusters Score -6204807 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71170 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -6204805.000000 Penalty: 1042.417480
	Iteration 43Q: 3 clusters Score -6204805 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71601 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -6204781.500000 Penalty: 1042.417480
	Iteration 44Q: 3 clusters Score -6204782 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -6204797.500000 Penalty: 1042.417480
	Iteration 45Q: 3 clusters Score -6204798 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -6204804.000000 Penalty: 1042.417480
	Iteration 46Q: 3 clusters Score -6204804 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72620 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -6204762.000000 Penalty: 1042.417480
	Iteration 47Q: 3 clusters Score -6204762 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72932 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -6204740.000000 Penalty: 1042.417480
	Iteration 48Q: 3 clusters Score -6204740 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73230 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -6204720.000000 Penalty: 1042.417480
	Iteration 49Q: 3 clusters Score -6204720 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73475 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -6204718.500000 Penalty: 1042.417480
	Iteration 50Q: 3 clusters Score -6204718 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -6204713.000000 Penalty: 1042.417480
	Iteration 51Q: 3 clusters Score -6204713 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73959 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -6204699.500000 Penalty: 1042.417480
	Iteration 52Q: 3 clusters Score -6204700 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -6204696.000000 Penalty: 1042.417480
	Iteration 53Q: 3 clusters Score -6204696 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74398 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -6204709.000000 Penalty: 1042.417480
	Iteration 54Q: 3 clusters Score -6204709 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -6204742.000000 Penalty: 1042.417480
	Iteration 55Q: 3 clusters Score -6204742 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -6204722.500000 Penalty: 1042.417480
	Iteration 56Q: 3 clusters Score -6204722 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75310 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -6204742.500000 Penalty: 1042.417480
	Iteration 57Q: 3 clusters Score -6204742 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75616 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -6204822.000000 Penalty: 1042.417480
	Iteration 58Q: 3 clusters Score -6204822 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75801 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -6204837.000000 Penalty: 1042.417480
	Iteration 59Q: 3 clusters Score -6204837 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75995 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -6204863.000000 Penalty: 1042.417480
	Iteration 60F: 3 clusters Score -6204863 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76118 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -6204874.000000 Penalty: 1042.417480
	Iteration 61Q: 3 clusters Score -6204874 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76198 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -6204900.000000 Penalty: 1042.417480
	Iteration 62Q: 3 clusters Score -6204900 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -6204918.500000 Penalty: 1042.417480
	Iteration 63Q: 3 clusters Score -6204918 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -6204940.500000 Penalty: 1042.417480
	Iteration 64Q: 3 clusters Score -6204940 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -6204932.000000 Penalty: 1042.417480
	Iteration 65Q: 3 clusters Score -6204932 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76571 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -6204962.500000 Penalty: 1042.417480
	Iteration 66Q: 3 clusters Score -6204962 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76667 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -6204964.000000 Penalty: 1042.417480
	Iteration 67Q: 3 clusters Score -6204964 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76767 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -6204971.000000 Penalty: 1042.417480
	Iteration 68Q: 3 clusters Score -6204971 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -6204974.500000 Penalty: 1042.417480
	Iteration 69Q: 3 clusters Score -6204974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76871 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -6204977.000000 Penalty: 1042.417480
	Iteration 70Q: 3 clusters Score -6204977 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -6204981.500000 Penalty: 1042.417480
	Iteration 71Q: 3 clusters Score -6204982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76927 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -6204983.500000 Penalty: 1042.417480
	Iteration 72Q: 3 clusters Score -6204984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76942 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -6204991.500000 Penalty: 1042.417480
	Iteration 73Q: 3 clusters Score -6204992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -6204994.000000 Penalty: 1042.417480
	Iteration 74Q: 3 clusters Score -6204994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76957 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -6204990.000000 Penalty: 1042.417480
	Iteration 75Q: 3 clusters Score -6204990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76968 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -6204986.000000 Penalty: 1042.417480
	Iteration 76Q: 3 clusters Score -6204986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76953 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -6204993.000000 Penalty: 1042.417480
	Iteration 77Q: 3 clusters Score -6204993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76960 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -6204979.500000 Penalty: 1042.417480
	Iteration 78Q: 3 clusters Score -6204980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76966 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -6204991.000000 Penalty: 1042.417480
	Iteration 79Q: 3 clusters Score -6204991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76977 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -6204997.000000 Penalty: 1042.417480
	Iteration 80F: 3 clusters Score -6204997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -6204993.000000 Penalty: 1042.417480
	Iteration 81Q: 3 clusters Score -6204993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76976 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -6204995.000000 Penalty: 1042.417480
	Iteration 82Q: 3 clusters Score -6204995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76977 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -6204992.000000 Penalty: 1042.417480
	Iteration 83Q: 3 clusters Score -6204992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76979 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -6204992.000000 Penalty: 1042.417480
	Iteration 84Q: 3 clusters Score -6204992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76977 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -6204985.000000 Penalty: 1042.417480
	Iteration 85Q: 3 clusters Score -6204985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76979 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -6204987.500000 Penalty: 1042.417480
	Iteration 86Q: 3 clusters Score -6204988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -6204985.500000 Penalty: 1042.417480
	Iteration 87Q: 3 clusters Score -6204986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76981 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -6204983.500000 Penalty: 1042.417480
	Iteration 88Q: 3 clusters Score -6204984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -6204986.500000 Penalty: 1042.417480
	Iteration 89Q: 3 clusters Score -6204986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76988 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -6204984.500000 Penalty: 1042.417480
	Iteration 90Q: 3 clusters Score -6204984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76989 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -6204985.500000 Penalty: 1042.417480
	Iteration 91Q: 3 clusters Score -6204986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76988 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -6204988.000000 Penalty: 1042.417480
	Iteration 92Q: 3 clusters Score -6204988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76989 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -6204984.500000 Penalty: 1042.417480
	Iteration 93Q: 3 clusters Score -6204984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76990 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -6204983.500000 Penalty: 1042.417480
	Iteration 94Q: 3 clusters Score -6204984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76990 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -6204983.500000 Penalty: 1042.417480
	Iteration 95F: 3 clusters Score -6204984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68284 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20860 members 
Mstep: Class 6 contains 76990 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2197 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4094 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 18440 members 
Mstep: Class 14 contains 706 members 
Mstep: Class 15 contains 89011 members 
Mstep: Class 16 contains 38614 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8199 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 9758 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5208 members 
Mstep: Class 24 contains 19288 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 117799 members 
Mstep: Class 28 contains 25515 members 
Mstep: Class 29 contains 17395 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7191 members 
Mstep: Class 33 contains 22667 members 
Mstep: Class 34 contains 13563 members 
Mstep: Class 35 contains 3303 members 
Entering Unmasked Estep 
Score: -35847148.000000 Penalty: 20529.908203
Splitting cluster 6 changes total score from -35847332.000000 to -35847148.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -99639.960938 Penalty: 334.652588
	Iteration 0F: 2 clusters Score -99639.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -98479.382812 Penalty: 669.305176
	Iteration 0F: 3 clusters Score -98479.38 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -98833.500000 Penalty: 669.305176
	Iteration 1F: 3 clusters Score -98833.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -98906.359375 Penalty: 669.305176
	Iteration 2F: 3 clusters Score -98906.36 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -98946.789062 Penalty: 669.305176
	Iteration 3Q: 3 clusters Score -98946.79 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -98984.023438 Penalty: 669.305176
	Iteration 4Q: 3 clusters Score -98984.02 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99027.437500 Penalty: 669.305176
	Iteration 5Q: 3 clusters Score -99027.44 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -99071.914062 Penalty: 669.305176
	Iteration 6Q: 3 clusters Score -99071.91 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -99124.250000 Penalty: 669.305176
	Iteration 7Q: 3 clusters Score -99124.25 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -99180.046875 Penalty: 669.305176
	Iteration 8Q: 3 clusters Score -99180.05 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -99246.414062 Penalty: 669.305176
	Iteration 9Q: 3 clusters Score -99246.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -99278.187500 Penalty: 669.305176
	Iteration 10Q: 3 clusters Score -99278.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -99299.898438 Penalty: 669.305176
	Iteration 11Q: 3 clusters Score -99299.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -99315.140625 Penalty: 669.305176
	Iteration 12Q: 3 clusters Score -99315.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -99318.062500 Penalty: 669.305176
	Iteration 13Q: 3 clusters Score -99318.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -99328.476562 Penalty: 669.305176
	Iteration 14Q: 3 clusters Score -99328.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -99331.835938 Penalty: 669.305176
	Iteration 15Q: 3 clusters Score -99331.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -99335.382812 Penalty: 669.305176
	Iteration 16Q: 3 clusters Score -99335.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -99338.640625 Penalty: 669.305176
	Iteration 17Q: 3 clusters Score -99338.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -99341.242188 Penalty: 669.305176
	Iteration 18Q: 3 clusters Score -99341.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -99345.710938 Penalty: 669.305176
	Iteration 19Q: 3 clusters Score -99345.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -99355.101562 Penalty: 669.305176
	Iteration 20F: 3 clusters Score -99355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -99359.773438 Penalty: 669.305176
	Iteration 21Q: 3 clusters Score -99359.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -99363.953125 Penalty: 669.305176
	Iteration 22Q: 3 clusters Score -99363.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -99363.953125 Penalty: 669.305176
	Iteration 23F: 3 clusters Score -99363.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Entering Unmasked Estep 
Score: -139098.531250 Penalty: 350.115601
	Iteration 0F: 2 clusters Score -139098.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -137596.000000 Penalty: 700.231201
	Iteration 0F: 3 clusters Score -137596 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -138385.765625 Penalty: 700.231201
	Iteration 1F: 3 clusters Score -138385.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -138638.984375 Penalty: 700.231201
	Iteration 2F: 3 clusters Score -138639 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -138813.031250 Penalty: 700.231201
	Iteration 3F: 3 clusters Score -138813 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -138961.015625 Penalty: 700.231201
	Iteration 4F: 3 clusters Score -138961 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -139034.468750 Penalty: 700.231201
	Iteration 5Q: 3 clusters Score -139034.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -139056.406250 Penalty: 700.231201
	Iteration 6Q: 3 clusters Score -139056.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -139063.281250 Penalty: 700.231201
	Iteration 7Q: 3 clusters Score -139063.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -139070.265625 Penalty: 700.231201
	Iteration 8Q: 3 clusters Score -139070.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -139073.218750 Penalty: 700.231201
	Iteration 9Q: 3 clusters Score -139073.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -139075.437500 Penalty: 700.231201
	Iteration 10Q: 3 clusters Score -139075.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -139076.796875 Penalty: 700.231201
	Iteration 11Q: 3 clusters Score -139076.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -139077.531250 Penalty: 700.231201
	Iteration 12Q: 3 clusters Score -139077.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -139079.375000 Penalty: 700.231201
	Iteration 13Q: 3 clusters Score -139079.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -139080.671875 Penalty: 700.231201
	Iteration 14Q: 3 clusters Score -139080.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -139081.546875 Penalty: 700.231201
	Iteration 15Q: 3 clusters Score -139081.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -139081.843750 Penalty: 700.231201
	Iteration 16Q: 3 clusters Score -139081.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -139081.843750 Penalty: 700.231201
	Iteration 17F: 3 clusters Score -139081.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -13538.656250 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -13538.66 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 126 members 
Entering Unmasked Estep 
Score: -13220.836914 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -13220.84 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13297.642578 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -13297.64 nChanged 16
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: -13313.214844 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -13313.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13334.369141 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -13334.37 nChanged 9
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: -13351.999023 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -13352 nChanged 9
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: -13361.885742 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -13361.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13369.856445 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -13369.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13376.724609 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -13376.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13387.560547 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -13387.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13398.958984 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -13398.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13399.927734 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -13399.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13399.927734 Penalty: 506.719360
	Iteration 11F: 3 clusters Score -13399.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Entering Unmasked Estep 
Score: -262694.593750 Penalty: 378.436157
	Iteration 0F: 2 clusters Score -262694.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -259908.718750 Penalty: 756.872314
	Iteration 0F: 3 clusters Score -259908.7 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -260846.796875 Penalty: 756.872314
	Iteration 1F: 3 clusters Score -260846.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -260914.421875 Penalty: 756.872314
	Iteration 2F: 3 clusters Score -260914.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -260969.578125 Penalty: 756.872314
	Iteration 3Q: 3 clusters Score -260969.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -261019.515625 Penalty: 756.872314
	Iteration 4Q: 3 clusters Score -261019.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -261078.359375 Penalty: 756.872314
	Iteration 5Q: 3 clusters Score -261078.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -261150.687500 Penalty: 756.872314
	Iteration 6Q: 3 clusters Score -261150.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -261208.718750 Penalty: 756.872314
	Iteration 7Q: 3 clusters Score -261208.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -261274.781250 Penalty: 756.872314
	Iteration 8Q: 3 clusters Score -261274.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -261372.718750 Penalty: 756.872314
	Iteration 9Q: 3 clusters Score -261372.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -261475.500000 Penalty: 756.872314
	Iteration 10Q: 3 clusters Score -261475.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -261559.671875 Penalty: 756.872314
	Iteration 11Q: 3 clusters Score -261559.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -261647.812500 Penalty: 756.872314
	Iteration 12Q: 3 clusters Score -261647.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -261723.890625 Penalty: 756.872314
	Iteration 13Q: 3 clusters Score -261723.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -261772.984375 Penalty: 756.872314
	Iteration 14Q: 3 clusters Score -261773 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -261803.734375 Penalty: 756.872314
	Iteration 15Q: 3 clusters Score -261803.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -261825.156250 Penalty: 756.872314
	Iteration 16Q: 3 clusters Score -261825.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -261847.375000 Penalty: 756.872314
	Iteration 17Q: 3 clusters Score -261847.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -261864.171875 Penalty: 756.872314
	Iteration 18Q: 3 clusters Score -261864.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -261879.312500 Penalty: 756.872314
	Iteration 19Q: 3 clusters Score -261879.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -261891.625000 Penalty: 756.872314
	Iteration 20F: 3 clusters Score -261891.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -261899.125000 Penalty: 756.872314
	Iteration 21Q: 3 clusters Score -261899.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -261905.562500 Penalty: 756.872314
	Iteration 22Q: 3 clusters Score -261905.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -261909.765625 Penalty: 756.872314
	Iteration 23Q: 3 clusters Score -261909.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -261914.656250 Penalty: 756.872314
	Iteration 24Q: 3 clusters Score -261914.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -261920.468750 Penalty: 756.872314
	Iteration 25Q: 3 clusters Score -261920.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -261925.156250 Penalty: 756.872314
	Iteration 26Q: 3 clusters Score -261925.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -261928.906250 Penalty: 756.872314
	Iteration 27Q: 3 clusters Score -261928.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -261932.781250 Penalty: 756.872314
	Iteration 28Q: 3 clusters Score -261932.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -261936.343750 Penalty: 756.872314
	Iteration 29Q: 3 clusters Score -261936.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -261939.750000 Penalty: 756.872314
	Iteration 30Q: 3 clusters Score -261939.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -261942.906250 Penalty: 756.872314
	Iteration 31Q: 3 clusters Score -261942.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -261945.390625 Penalty: 756.872314
	Iteration 32Q: 3 clusters Score -261945.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -261949.203125 Penalty: 756.872314
	Iteration 33Q: 3 clusters Score -261949.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -261952.578125 Penalty: 756.872314
	Iteration 34Q: 3 clusters Score -261952.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -261955.609375 Penalty: 756.872314
	Iteration 35Q: 3 clusters Score -261955.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -261959.015625 Penalty: 756.872314
	Iteration 36Q: 3 clusters Score -261959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -261960.250000 Penalty: 756.872314
	Iteration 37Q: 3 clusters Score -261960.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -261961.531250 Penalty: 756.872314
	Iteration 38Q: 3 clusters Score -261961.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -261963.718750 Penalty: 756.872314
	Iteration 39Q: 3 clusters Score -261963.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -261967.031250 Penalty: 756.872314
	Iteration 40F: 3 clusters Score -261967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -261973.796875 Penalty: 756.872314
	Iteration 41Q: 3 clusters Score -261973.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -261982.812500 Penalty: 756.872314
	Iteration 42Q: 3 clusters Score -261982.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -261994.828125 Penalty: 756.872314
	Iteration 43Q: 3 clusters Score -261994.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -262007.078125 Penalty: 756.872314
	Iteration 44Q: 3 clusters Score -262007.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -262017.296875 Penalty: 756.872314
	Iteration 45Q: 3 clusters Score -262017.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -262028.437500 Penalty: 756.872314
	Iteration 46Q: 3 clusters Score -262028.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -262042.046875 Penalty: 756.872314
	Iteration 47Q: 3 clusters Score -262042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -262058.890625 Penalty: 756.872314
	Iteration 48Q: 3 clusters Score -262058.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -262070.921875 Penalty: 756.872314
	Iteration 49Q: 3 clusters Score -262070.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -262085.531250 Penalty: 756.872314
	Iteration 50Q: 3 clusters Score -262085.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -262092.296875 Penalty: 756.872314
	Iteration 51Q: 3 clusters Score -262092.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -262096.609375 Penalty: 756.872314
	Iteration 52Q: 3 clusters Score -262096.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -262099.593750 Penalty: 756.872314
	Iteration 53Q: 3 clusters Score -262099.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -262103.296875 Penalty: 756.872314
	Iteration 54Q: 3 clusters Score -262103.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -262105.734375 Penalty: 756.872314
	Iteration 55Q: 3 clusters Score -262105.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -262108.812500 Penalty: 756.872314
	Iteration 56Q: 3 clusters Score -262108.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -262111.328125 Penalty: 756.872314
	Iteration 57Q: 3 clusters Score -262111.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -262115.343750 Penalty: 756.872314
	Iteration 58Q: 3 clusters Score -262115.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -262118.687500 Penalty: 756.872314
	Iteration 59Q: 3 clusters Score -262118.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -262121.375000 Penalty: 756.872314
	Iteration 60F: 3 clusters Score -262121.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -262122.890625 Penalty: 756.872314
	Iteration 61Q: 3 clusters Score -262122.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -262126.515625 Penalty: 756.872314
	Iteration 62Q: 3 clusters Score -262126.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -262130.984375 Penalty: 756.872314
	Iteration 63Q: 3 clusters Score -262131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -262135.796875 Penalty: 756.872314
	Iteration 64Q: 3 clusters Score -262135.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -262139.750000 Penalty: 756.872314
	Iteration 65Q: 3 clusters Score -262139.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -262146.156250 Penalty: 756.872314
	Iteration 66Q: 3 clusters Score -262146.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -262152.937500 Penalty: 756.872314
	Iteration 67Q: 3 clusters Score -262152.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -262156.937500 Penalty: 756.872314
	Iteration 68Q: 3 clusters Score -262156.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -262161.437500 Penalty: 756.872314
	Iteration 69Q: 3 clusters Score -262161.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -262165.687500 Penalty: 756.872314
	Iteration 70Q: 3 clusters Score -262165.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -262170.687500 Penalty: 756.872314
	Iteration 71Q: 3 clusters Score -262170.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -262178.687500 Penalty: 756.872314
	Iteration 72Q: 3 clusters Score -262178.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -262183.875000 Penalty: 756.872314
	Iteration 73Q: 3 clusters Score -262183.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -262188.656250 Penalty: 756.872314
	Iteration 74Q: 3 clusters Score -262188.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -262193.750000 Penalty: 756.872314
	Iteration 75Q: 3 clusters Score -262193.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -262197.906250 Penalty: 756.872314
	Iteration 76Q: 3 clusters Score -262197.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -262200.468750 Penalty: 756.872314
	Iteration 77Q: 3 clusters Score -262200.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -262204.281250 Penalty: 756.872314
	Iteration 78Q: 3 clusters Score -262204.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -262211.531250 Penalty: 756.872314
	Iteration 79Q: 3 clusters Score -262211.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -262215.937500 Penalty: 756.872314
	Iteration 80F: 3 clusters Score -262215.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -262220.093750 Penalty: 756.872314
	Iteration 81Q: 3 clusters Score -262220.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -262222.375000 Penalty: 756.872314
	Iteration 82Q: 3 clusters Score -262222.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -262224.937500 Penalty: 756.872314
	Iteration 83Q: 3 clusters Score -262224.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -262228.375000 Penalty: 756.872314
	Iteration 84Q: 3 clusters Score -262228.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -262230.312500 Penalty: 756.872314
	Iteration 85Q: 3 clusters Score -262230.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -262232.500000 Penalty: 756.872314
	Iteration 86Q: 3 clusters Score -262232.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -262235.406250 Penalty: 756.872314
	Iteration 87Q: 3 clusters Score -262235.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -262235.750000 Penalty: 756.872314
	Iteration 88Q: 3 clusters Score -262235.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -262236.625000 Penalty: 756.872314
	Iteration 89Q: 3 clusters Score -262236.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -262236.937500 Penalty: 756.872314
	Iteration 90Q: 3 clusters Score -262236.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -262237.968750 Penalty: 756.872314
	Iteration 91Q: 3 clusters Score -262238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -262238.875000 Penalty: 756.872314
	Iteration 92Q: 3 clusters Score -262238.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -262241.093750 Penalty: 756.872314
	Iteration 93Q: 3 clusters Score -262241.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -262243.125000 Penalty: 756.872314
	Iteration 94Q: 3 clusters Score -262243.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -262244.281250 Penalty: 756.872314
	Iteration 95Q: 3 clusters Score -262244.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -262246.062500 Penalty: 756.872314
	Iteration 96Q: 3 clusters Score -262246.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -262247.187500 Penalty: 756.872314
	Iteration 97Q: 3 clusters Score -262247.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -262250.062500 Penalty: 756.872314
	Iteration 98Q: 3 clusters Score -262250.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -262250.781250 Penalty: 756.872314
	Iteration 99Q: 3 clusters Score -262250.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -262252.000000 Penalty: 756.872314
	Iteration 100F: 3 clusters Score -262252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -262252.843750 Penalty: 756.872314
	Iteration 101Q: 3 clusters Score -262252.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -262253.031250 Penalty: 756.872314
	Iteration 102Q: 3 clusters Score -262253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -262253.968750 Penalty: 756.872314
	Iteration 103Q: 3 clusters Score -262254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -262254.906250 Penalty: 756.872314
	Iteration 104Q: 3 clusters Score -262254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -262255.468750 Penalty: 756.872314
	Iteration 105Q: 3 clusters Score -262255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -262255.687500 Penalty: 756.872314
	Iteration 106Q: 3 clusters Score -262255.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -262255.687500 Penalty: 756.872314
	Iteration 107F: 3 clusters Score -262255.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -42061.101562 Penalty: 302.763947
	Iteration 0F: 2 clusters Score -42061.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -41396.328125 Penalty: 605.527893
	Iteration 0F: 3 clusters Score -41396.33 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -41614.605469 Penalty: 605.527893
	Iteration 1F: 3 clusters Score -41614.61 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -41675.007812 Penalty: 605.527893
	Iteration 2F: 3 clusters Score -41675.01 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41731.460938 Penalty: 605.527893
	Iteration 3F: 3 clusters Score -41731.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41765.843750 Penalty: 605.527893
	Iteration 4F: 3 clusters Score -41765.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41796.703125 Penalty: 605.527893
	Iteration 5Q: 3 clusters Score -41796.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -41817.062500 Penalty: 605.527893
	Iteration 6Q: 3 clusters Score -41817.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -41832.335938 Penalty: 605.527893
	Iteration 7Q: 3 clusters Score -41832.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -41839.382812 Penalty: 605.527893
	Iteration 8Q: 3 clusters Score -41839.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -41846.859375 Penalty: 605.527893
	Iteration 9Q: 3 clusters Score -41846.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -41851.156250 Penalty: 605.527893
	Iteration 10Q: 3 clusters Score -41851.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -41856.164062 Penalty: 605.527893
	Iteration 11Q: 3 clusters Score -41856.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -41864.312500 Penalty: 605.527893
	Iteration 12Q: 3 clusters Score -41864.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -41869.972656 Penalty: 605.527893
	Iteration 13Q: 3 clusters Score -41869.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -41872.062500 Penalty: 605.527893
	Iteration 14Q: 3 clusters Score -41872.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -41873.035156 Penalty: 605.527893
	Iteration 15Q: 3 clusters Score -41873.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -41873.824219 Penalty: 605.527893
	Iteration 16Q: 3 clusters Score -41873.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -41874.996094 Penalty: 605.527893
	Iteration 17Q: 3 clusters Score -41875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -41876.027344 Penalty: 605.527893
	Iteration 18Q: 3 clusters Score -41876.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -41876.644531 Penalty: 605.527893
	Iteration 19Q: 3 clusters Score -41876.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -41876.644531 Penalty: 605.527893
	Iteration 20F: 3 clusters Score -41876.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Entering Unmasked Estep 
Score: -76290.640625 Penalty: 324.962646
	Iteration 0F: 2 clusters Score -76290.64 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 648 members 
Entering Unmasked Estep 
Score: -75315.960938 Penalty: 649.925293
	Iteration 0F: 3 clusters Score -75315.96 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -75596.945312 Penalty: 649.925293
	Iteration 1F: 3 clusters Score -75596.95 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -75655.898438 Penalty: 649.925293
	Iteration 2F: 3 clusters Score -75655.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -75687.835938 Penalty: 649.925293
	Iteration 3Q: 3 clusters Score -75687.84 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -75710.554688 Penalty: 649.925293
	Iteration 4Q: 3 clusters Score -75710.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -75729.078125 Penalty: 649.925293
	Iteration 5Q: 3 clusters Score -75729.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -75741.710938 Penalty: 649.925293
	Iteration 6Q: 3 clusters Score -75741.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -75751.218750 Penalty: 649.925293
	Iteration 7Q: 3 clusters Score -75751.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -75761.531250 Penalty: 649.925293
	Iteration 8Q: 3 clusters Score -75761.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -75773.203125 Penalty: 649.925293
	Iteration 9Q: 3 clusters Score -75773.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -75787.101562 Penalty: 649.925293
	Iteration 10Q: 3 clusters Score -75787.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -75797.515625 Penalty: 649.925293
	Iteration 11Q: 3 clusters Score -75797.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -75805.468750 Penalty: 649.925293
	Iteration 12Q: 3 clusters Score -75805.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -75813.945312 Penalty: 649.925293
	Iteration 13Q: 3 clusters Score -75813.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -75828.375000 Penalty: 649.925293
	Iteration 14Q: 3 clusters Score -75828.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -75845.898438 Penalty: 649.925293
	Iteration 15Q: 3 clusters Score -75845.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -75855.359375 Penalty: 649.925293
	Iteration 16Q: 3 clusters Score -75855.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -75868.398438 Penalty: 649.925293
	Iteration 17Q: 3 clusters Score -75868.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -75886.898438 Penalty: 649.925293
	Iteration 18Q: 3 clusters Score -75886.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -75903.953125 Penalty: 649.925293
	Iteration 19Q: 3 clusters Score -75903.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -75913.281250 Penalty: 649.925293
	Iteration 20F: 3 clusters Score -75913.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -75923.351562 Penalty: 649.925293
	Iteration 21Q: 3 clusters Score -75923.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -75931.023438 Penalty: 649.925293
	Iteration 22Q: 3 clusters Score -75931.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -75943.351562 Penalty: 649.925293
	Iteration 23Q: 3 clusters Score -75943.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -75962.585938 Penalty: 649.925293
	Iteration 24Q: 3 clusters Score -75962.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -75983.093750 Penalty: 649.925293
	Iteration 25Q: 3 clusters Score -75983.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -75998.367188 Penalty: 649.925293
	Iteration 26Q: 3 clusters Score -75998.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -76009.546875 Penalty: 649.925293
	Iteration 27Q: 3 clusters Score -76009.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -76023.210938 Penalty: 649.925293
	Iteration 28Q: 3 clusters Score -76023.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -76034.843750 Penalty: 649.925293
	Iteration 29Q: 3 clusters Score -76034.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -76054.351562 Penalty: 649.925293
	Iteration 30Q: 3 clusters Score -76054.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -76074.039062 Penalty: 649.925293
	Iteration 31Q: 3 clusters Score -76074.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -76087.375000 Penalty: 649.925293
	Iteration 32Q: 3 clusters Score -76087.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -76092.421875 Penalty: 649.925293
	Iteration 33Q: 3 clusters Score -76092.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -76095.710938 Penalty: 649.925293
	Iteration 34Q: 3 clusters Score -76095.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -76102.343750 Penalty: 649.925293
	Iteration 35Q: 3 clusters Score -76102.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -76106.531250 Penalty: 649.925293
	Iteration 36Q: 3 clusters Score -76106.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -76108.000000 Penalty: 649.925293
	Iteration 37Q: 3 clusters Score -76108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -76120.945312 Penalty: 649.925293
	Iteration 38F: 3 clusters Score -76120.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -76137.804688 Penalty: 649.925293
	Iteration 39Q: 3 clusters Score -76137.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -76161.585938 Penalty: 649.925293
	Iteration 40F: 3 clusters Score -76161.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -76172.273438 Penalty: 649.925293
	Iteration 41Q: 3 clusters Score -76172.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -76175.335938 Penalty: 649.925293
	Iteration 42Q: 3 clusters Score -76175.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -76176.312500 Penalty: 649.925293
	Iteration 43Q: 3 clusters Score -76176.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -76179.078125 Penalty: 649.925293
	Iteration 44Q: 3 clusters Score -76179.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -76184.859375 Penalty: 649.925293
	Iteration 45Q: 3 clusters Score -76184.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -76191.117188 Penalty: 649.925293
	Iteration 46Q: 3 clusters Score -76191.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -76197.664062 Penalty: 649.925293
	Iteration 47Q: 3 clusters Score -76197.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -76200.359375 Penalty: 649.925293
	Iteration 48Q: 3 clusters Score -76200.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -76202.578125 Penalty: 649.925293
	Iteration 49Q: 3 clusters Score -76202.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -76205.679688 Penalty: 649.925293
	Iteration 50Q: 3 clusters Score -76205.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -76211.351562 Penalty: 649.925293
	Iteration 51Q: 3 clusters Score -76211.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -76217.398438 Penalty: 649.925293
	Iteration 52Q: 3 clusters Score -76217.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -76220.804688 Penalty: 649.925293
	Iteration 53Q: 3 clusters Score -76220.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -76223.859375 Penalty: 649.925293
	Iteration 54Q: 3 clusters Score -76223.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -76225.179688 Penalty: 649.925293
	Iteration 55Q: 3 clusters Score -76225.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -76225.976562 Penalty: 649.925293
	Iteration 56Q: 3 clusters Score -76225.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -76228.304688 Penalty: 649.925293
	Iteration 57Q: 3 clusters Score -76228.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -76229.281250 Penalty: 649.925293
	Iteration 58Q: 3 clusters Score -76229.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -76231.554688 Penalty: 649.925293
	Iteration 59Q: 3 clusters Score -76231.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -76233.593750 Penalty: 649.925293
	Iteration 60F: 3 clusters Score -76233.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -76234.648438 Penalty: 649.925293
	Iteration 61Q: 3 clusters Score -76234.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -76234.648438 Penalty: 649.925293
	Iteration 62F: 3 clusters Score -76234.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Entering Unmasked Estep 
Score: -1148256.000000 Penalty: 446.913605
	Iteration 0F: 2 clusters Score -1148256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1135895.750000 Penalty: 893.827209
	Iteration 0F: 3 clusters Score -1135896 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1141558.125000 Penalty: 893.827209
	Iteration 1F: 3 clusters Score -1141558 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1142273.875000 Penalty: 893.827209
	Iteration 2F: 3 clusters Score -1142274 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1143175.500000 Penalty: 893.827209
	Iteration 3F: 3 clusters Score -1143176 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1144018.000000 Penalty: 893.827209
	Iteration 4F: 3 clusters Score -1144018 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1144691.625000 Penalty: 893.827209
	Iteration 5F: 3 clusters Score -1144692 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1145177.375000 Penalty: 893.827209
	Iteration 6Q: 3 clusters Score -1145177 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1145493.875000 Penalty: 893.827209
	Iteration 7Q: 3 clusters Score -1145494 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1145728.000000 Penalty: 893.827209
	Iteration 8Q: 3 clusters Score -1145728 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1145902.000000 Penalty: 893.827209
	Iteration 9Q: 3 clusters Score -1145902 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1146085.750000 Penalty: 893.827209
	Iteration 10Q: 3 clusters Score -1146086 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1146265.500000 Penalty: 893.827209
	Iteration 11Q: 3 clusters Score -1146266 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1146461.500000 Penalty: 893.827209
	Iteration 12Q: 3 clusters Score -1146462 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1146651.250000 Penalty: 893.827209
	Iteration 13Q: 3 clusters Score -1146651 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1146846.250000 Penalty: 893.827209
	Iteration 14Q: 3 clusters Score -1146846 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -1147059.000000 Penalty: 893.827209
	Iteration 15Q: 3 clusters Score -1147059 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -1147246.875000 Penalty: 893.827209
	Iteration 16Q: 3 clusters Score -1147247 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -1147392.625000 Penalty: 893.827209
	Iteration 17Q: 3 clusters Score -1147393 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1147524.625000 Penalty: 893.827209
	Iteration 18Q: 3 clusters Score -1147525 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -1147631.750000 Penalty: 893.827209
	Iteration 19Q: 3 clusters Score -1147632 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -1147721.750000 Penalty: 893.827209
	Iteration 20F: 3 clusters Score -1147722 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -1147777.250000 Penalty: 893.827209
	Iteration 21Q: 3 clusters Score -1147777 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -1147839.500000 Penalty: 893.827209
	Iteration 22Q: 3 clusters Score -1147840 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -1147877.250000 Penalty: 893.827209
	Iteration 23Q: 3 clusters Score -1147877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -1147894.375000 Penalty: 893.827209
	Iteration 24Q: 3 clusters Score -1147894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -1147910.125000 Penalty: 893.827209
	Iteration 25Q: 3 clusters Score -1147910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -1147922.625000 Penalty: 893.827209
	Iteration 26Q: 3 clusters Score -1147923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -1147928.250000 Penalty: 893.827209
	Iteration 27Q: 3 clusters Score -1147928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -1147934.625000 Penalty: 893.827209
	Iteration 28Q: 3 clusters Score -1147935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -1147940.875000 Penalty: 893.827209
	Iteration 29Q: 3 clusters Score -1147941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -1147941.750000 Penalty: 893.827209
	Iteration 30Q: 3 clusters Score -1147942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -1147941.750000 Penalty: 893.827209
	Iteration 31F: 3 clusters Score -1147942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -40528.191406 Penalty: 298.462494
	Iteration 0F: 2 clusters Score -40528.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -39914.937500 Penalty: 596.924988
	Iteration 0F: 3 clusters Score -39914.94 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -40093.023438 Penalty: 596.924988
	Iteration 1F: 3 clusters Score -40093.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -40119.128906 Penalty: 596.924988
	Iteration 2F: 3 clusters Score -40119.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -40142.359375 Penalty: 596.924988
	Iteration 3Q: 3 clusters Score -40142.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -40165.582031 Penalty: 596.924988
	Iteration 4Q: 3 clusters Score -40165.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -40186.792969 Penalty: 596.924988
	Iteration 5Q: 3 clusters Score -40186.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -40202.636719 Penalty: 596.924988
	Iteration 6Q: 3 clusters Score -40202.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -40210.437500 Penalty: 596.924988
	Iteration 7Q: 3 clusters Score -40210.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -40210.933594 Penalty: 596.924988
	Iteration 8Q: 3 clusters Score -40210.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -40211.503906 Penalty: 596.924988
	Iteration 9Q: 3 clusters Score -40211.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -40212.363281 Penalty: 596.924988
	Iteration 10Q: 3 clusters Score -40212.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -40212.796875 Penalty: 596.924988
	Iteration 11Q: 3 clusters Score -40212.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -40214.429688 Penalty: 596.924988
	Iteration 12Q: 3 clusters Score -40214.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -40216.101562 Penalty: 596.924988
	Iteration 13Q: 3 clusters Score -40216.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -40216.457031 Penalty: 596.924988
	Iteration 14Q: 3 clusters Score -40216.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -40216.957031 Penalty: 596.924988
	Iteration 15Q: 3 clusters Score -40216.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -40218.035156 Penalty: 596.924988
	Iteration 16Q: 3 clusters Score -40218.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -40218.906250 Penalty: 596.924988
	Iteration 17Q: 3 clusters Score -40218.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -40219.152344 Penalty: 596.924988
	Iteration 18Q: 3 clusters Score -40219.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -40219.574219 Penalty: 596.924988
	Iteration 19Q: 3 clusters Score -40219.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -40219.960938 Penalty: 596.924988
	Iteration 20F: 3 clusters Score -40219.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -40220.417969 Penalty: 596.924988
	Iteration 21Q: 3 clusters Score -40220.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -40221.351562 Penalty: 596.924988
	Iteration 22Q: 3 clusters Score -40221.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -40221.679688 Penalty: 596.924988
	Iteration 23Q: 3 clusters Score -40221.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -40221.859375 Penalty: 596.924988
	Iteration 24Q: 3 clusters Score -40221.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -40221.941406 Penalty: 596.924988
	Iteration 25Q: 3 clusters Score -40221.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -40222.062500 Penalty: 596.924988
	Iteration 26Q: 3 clusters Score -40222.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -40222.066406 Penalty: 596.924988
	Iteration 27Q: 3 clusters Score -40222.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -40222.175781 Penalty: 596.924988
	Iteration 28Q: 3 clusters Score -40222.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -40222.566406 Penalty: 596.924988
	Iteration 29Q: 3 clusters Score -40222.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -40223.250000 Penalty: 596.924988
	Iteration 30Q: 3 clusters Score -40223.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -40223.894531 Penalty: 596.924988
	Iteration 31Q: 3 clusters Score -40223.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -40224.417969 Penalty: 596.924988
	Iteration 32Q: 3 clusters Score -40224.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -40225.285156 Penalty: 596.924988
	Iteration 33Q: 3 clusters Score -40225.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -40227.468750 Penalty: 596.924988
	Iteration 34Q: 3 clusters Score -40227.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -40231.593750 Penalty: 596.924988
	Iteration 35Q: 3 clusters Score -40231.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -40235.945312 Penalty: 596.924988
	Iteration 36Q: 3 clusters Score -40235.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -40240.421875 Penalty: 596.924988
	Iteration 37Q: 3 clusters Score -40240.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -40246.980469 Penalty: 596.924988
	Iteration 38Q: 3 clusters Score -40246.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -40250.218750 Penalty: 596.924988
	Iteration 39Q: 3 clusters Score -40250.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -40254.773438 Penalty: 596.924988
	Iteration 40F: 3 clusters Score -40254.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -40257.808594 Penalty: 596.924988
	Iteration 41Q: 3 clusters Score -40257.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -40261.980469 Penalty: 596.924988
	Iteration 42Q: 3 clusters Score -40261.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -40263.046875 Penalty: 596.924988
	Iteration 43Q: 3 clusters Score -40263.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -40263.289062 Penalty: 596.924988
	Iteration 44Q: 3 clusters Score -40263.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -40263.289062 Penalty: 596.924988
	Iteration 45F: 3 clusters Score -40263.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (89011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89011 members 
Entering Unmasked Estep 
Score: -5821962.000000 Penalty: 518.541443
	Iteration 0F: 2 clusters Score -5821962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -5766961.000000 Penalty: 1037.082886
	Iteration 0F: 3 clusters Score -5766961 nChanged 43248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -5795076.500000 Penalty: 1037.082886
	Iteration 1F: 3 clusters Score -5795076 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -5799206.000000 Penalty: 1037.082886
	Iteration 2F: 3 clusters Score -5799206 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -5807404.000000 Penalty: 1037.082886
	Iteration 3F: 3 clusters Score -5807404 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -5816765.000000 Penalty: 1037.082886
	Iteration 4F: 3 clusters Score -5816765 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -5821547.500000 Penalty: 1037.082886
	Iteration 5F: 3 clusters Score -5821548 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -5823454.500000 Penalty: 1037.082886
	Iteration 6Q: 3 clusters Score -5823454 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -5824474.500000 Penalty: 1037.082886
	Iteration 7Q: 3 clusters Score -5824474 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -5824988.000000 Penalty: 1037.082886
	Iteration 8Q: 3 clusters Score -5824988 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -5825265.500000 Penalty: 1037.082886
	Iteration 9Q: 3 clusters Score -5825266 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -5825362.500000 Penalty: 1037.082886
	Iteration 10Q: 3 clusters Score -5825362 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -5825420.500000 Penalty: 1037.082886
	Iteration 11Q: 3 clusters Score -5825420 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -5825393.000000 Penalty: 1037.082886
	Iteration 12Q: 3 clusters Score -5825393 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -5825385.000000 Penalty: 1037.082886
	Iteration 13Q: 3 clusters Score -5825385 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -5825378.000000 Penalty: 1037.082886
	Iteration 14Q: 3 clusters Score -5825378 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -5825378.000000 Penalty: 1037.082886
	Iteration 15Q: 3 clusters Score -5825378 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -5825359.500000 Penalty: 1037.082886
	Iteration 16Q: 3 clusters Score -5825360 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -5825317.500000 Penalty: 1037.082886
	Iteration 17Q: 3 clusters Score -5825318 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -5825290.000000 Penalty: 1037.082886
	Iteration 18Q: 3 clusters Score -5825290 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -5825260.500000 Penalty: 1037.082886
	Iteration 19Q: 3 clusters Score -5825260 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -5825259.000000 Penalty: 1037.082886
	Iteration 20F: 3 clusters Score -5825259 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 61419 members 
Entering Unmasked Estep 
Score: -5825154.000000 Penalty: 1037.082886
	Iteration 21Q: 3 clusters Score -5825154 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -5825092.500000 Penalty: 1037.082886
	Iteration 22Q: 3 clusters Score -5825092 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
Score: -5825056.500000 Penalty: 1037.082886
	Iteration 23Q: 3 clusters Score -5825056 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -5824995.500000 Penalty: 1037.082886
	Iteration 24Q: 3 clusters Score -5824996 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -5825008.500000 Penalty: 1037.082886
	Iteration 25Q: 3 clusters Score -5825008 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 64372 members 
Entering Unmasked Estep 
Score: -5824950.000000 Penalty: 1037.082886
	Iteration 26Q: 3 clusters Score -5824950 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 64819 members 
Entering Unmasked Estep 
Score: -5824902.500000 Penalty: 1037.082886
	Iteration 27Q: 3 clusters Score -5824902 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -5824900.500000 Penalty: 1037.082886
	Iteration 28Q: 3 clusters Score -5824900 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 65925 members 
Entering Unmasked Estep 
Score: -5824951.500000 Penalty: 1037.082886
	Iteration 29Q: 3 clusters Score -5824952 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 66540 members 
Entering Unmasked Estep 
Score: -5824958.000000 Penalty: 1037.082886
	Iteration 30Q: 3 clusters Score -5824958 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 67127 members 
Entering Unmasked Estep 
Score: -5824977.000000 Penalty: 1037.082886
	Iteration 31Q: 3 clusters Score -5824977 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 67721 members 
Entering Unmasked Estep 
Score: -5824992.000000 Penalty: 1037.082886
	Iteration 32Q: 3 clusters Score -5824992 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
Score: -5824987.500000 Penalty: 1037.082886
	Iteration 33Q: 3 clusters Score -5824988 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -5825028.500000 Penalty: 1037.082886
	Iteration 34Q: 3 clusters Score -5825028 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 69263 members 
Entering Unmasked Estep 
Score: -5825024.500000 Penalty: 1037.082886
	Iteration 35Q: 3 clusters Score -5825024 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 69735 members 
Entering Unmasked Estep 
Score: -5825015.500000 Penalty: 1037.082886
	Iteration 36Q: 3 clusters Score -5825016 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 70176 members 
Entering Unmasked Estep 
Score: -5825064.500000 Penalty: 1037.082886
	Iteration 37Q: 3 clusters Score -5825064 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 70668 members 
Entering Unmasked Estep 
Score: -5825093.500000 Penalty: 1037.082886
	Iteration 38Q: 3 clusters Score -5825094 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 71154 members 
Entering Unmasked Estep 
Score: -5825051.500000 Penalty: 1037.082886
	Iteration 39Q: 3 clusters Score -5825052 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 71590 members 
Entering Unmasked Estep 
Score: -5825015.000000 Penalty: 1037.082886
	Iteration 40F: 3 clusters Score -5825015 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
Score: -5824979.500000 Penalty: 1037.082886
	Iteration 41Q: 3 clusters Score -5824980 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 72305 members 
Entering Unmasked Estep 
Score: -5824985.000000 Penalty: 1037.082886
	Iteration 42Q: 3 clusters Score -5824985 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -5825009.500000 Penalty: 1037.082886
	Iteration 43Q: 3 clusters Score -5825010 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 72933 members 
Entering Unmasked Estep 
Score: -5825003.000000 Penalty: 1037.082886
	Iteration 44Q: 3 clusters Score -5825003 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 73205 members 
Entering Unmasked Estep 
Score: -5824974.000000 Penalty: 1037.082886
	Iteration 45Q: 3 clusters Score -5824974 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 73423 members 
Entering Unmasked Estep 
Score: -5824947.500000 Penalty: 1037.082886
	Iteration 46Q: 3 clusters Score -5824948 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 73642 members 
Entering Unmasked Estep 
Score: -5824942.500000 Penalty: 1037.082886
	Iteration 47Q: 3 clusters Score -5824942 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -5824939.500000 Penalty: 1037.082886
	Iteration 48Q: 3 clusters Score -5824940 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -5824909.000000 Penalty: 1037.082886
	Iteration 49Q: 3 clusters Score -5824909 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -5824895.000000 Penalty: 1037.082886
	Iteration 50Q: 3 clusters Score -5824895 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 74497 members 
Entering Unmasked Estep 
Score: -5824873.000000 Penalty: 1037.082886
	Iteration 51Q: 3 clusters Score -5824873 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 74628 members 
Entering Unmasked Estep 
Score: -5824850.000000 Penalty: 1037.082886
	Iteration 52Q: 3 clusters Score -5824850 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 74779 members 
Entering Unmasked Estep 
Score: -5824821.000000 Penalty: 1037.082886
	Iteration 53Q: 3 clusters Score -5824821 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 74902 members 
Entering Unmasked Estep 
Score: -5824800.500000 Penalty: 1037.082886
	Iteration 54Q: 3 clusters Score -5824800 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
Score: -5824785.000000 Penalty: 1037.082886
	Iteration 55Q: 3 clusters Score -5824785 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -5824796.500000 Penalty: 1037.082886
	Iteration 56Q: 3 clusters Score -5824796 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 75284 members 
Entering Unmasked Estep 
Score: -5824796.500000 Penalty: 1037.082886
	Iteration 57Q: 3 clusters Score -5824796 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 75384 members 
Entering Unmasked Estep 
Score: -5824829.500000 Penalty: 1037.082886
	Iteration 58Q: 3 clusters Score -5824830 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 75476 members 
Entering Unmasked Estep 
Score: -5824865.000000 Penalty: 1037.082886
	Iteration 59Q: 3 clusters Score -5824865 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 75562 members 
Entering Unmasked Estep 
Score: -5824896.000000 Penalty: 1037.082886
	Iteration 60F: 3 clusters Score -5824896 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -5824915.000000 Penalty: 1037.082886
	Iteration 61Q: 3 clusters Score -5824915 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 75685 members 
Entering Unmasked Estep 
Score: -5824927.000000 Penalty: 1037.082886
	Iteration 62Q: 3 clusters Score -5824927 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 75749 members 
Entering Unmasked Estep 
Score: -5824948.000000 Penalty: 1037.082886
	Iteration 63Q: 3 clusters Score -5824948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 75786 members 
Entering Unmasked Estep 
Score: -5824948.500000 Penalty: 1037.082886
	Iteration 64Q: 3 clusters Score -5824948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -5824959.000000 Penalty: 1037.082886
	Iteration 65Q: 3 clusters Score -5824959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 75840 members 
Entering Unmasked Estep 
Score: -5824944.500000 Penalty: 1037.082886
	Iteration 66Q: 3 clusters Score -5824944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -5824946.500000 Penalty: 1037.082886
	Iteration 67Q: 3 clusters Score -5824946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 75857 members 
Entering Unmasked Estep 
Score: -5824951.500000 Penalty: 1037.082886
	Iteration 68Q: 3 clusters Score -5824952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 75855 members 
Entering Unmasked Estep 
Score: -5824944.500000 Penalty: 1037.082886
	Iteration 69Q: 3 clusters Score -5824944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 75867 members 
Entering Unmasked Estep 
Score: -5824955.000000 Penalty: 1037.082886
	Iteration 70Q: 3 clusters Score -5824955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 75866 members 
Entering Unmasked Estep 
Score: -5824948.000000 Penalty: 1037.082886
	Iteration 71Q: 3 clusters Score -5824948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 75872 members 
Entering Unmasked Estep 
Score: -5824951.000000 Penalty: 1037.082886
	Iteration 72Q: 3 clusters Score -5824951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 75873 members 
Entering Unmasked Estep 
Score: -5824952.000000 Penalty: 1037.082886
	Iteration 73Q: 3 clusters Score -5824952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 75873 members 
Entering Unmasked Estep 
Score: -5824952.000000 Penalty: 1037.082886
	Iteration 74F: 3 clusters Score -5824952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68284 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20860 members 
Mstep: Class 6 contains 94385 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2197 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4094 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 18440 members 
Mstep: Class 14 contains 706 members 
Mstep: Class 15 contains 13138 members 
Mstep: Class 16 contains 38614 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8199 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 9758 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5208 members 
Mstep: Class 24 contains 19288 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 117799 members 
Mstep: Class 28 contains 25515 members 
Mstep: Class 29 contains 75873 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7191 members 
Mstep: Class 33 contains 22667 members 
Mstep: Class 34 contains 13563 members 
Mstep: Class 35 contains 3303 members 
Entering Unmasked Estep 
Score: -35849228.000000 Penalty: 20529.908203
Splitting cluster 15 changes total score from -35847332.000000 to -35849228.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (38614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Entering Unmasked Estep 
Score: -2332311.750000 Penalty: 480.542328
	Iteration 0F: 2 clusters Score -2332312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2306270.500000 Penalty: 961.084656
	Iteration 0F: 3 clusters Score -2306270 nChanged 18680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -2317766.750000 Penalty: 961.084656
	Iteration 1F: 3 clusters Score -2317767 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -2318811.250000 Penalty: 961.084656
	Iteration 2F: 3 clusters Score -2318811 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -2320528.250000 Penalty: 961.084656
	Iteration 3F: 3 clusters Score -2320528 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -2323306.750000 Penalty: 961.084656
	Iteration 4F: 3 clusters Score -2323307 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -2326876.750000 Penalty: 961.084656
	Iteration 5F: 3 clusters Score -2326877 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -2329970.750000 Penalty: 961.084656
	Iteration 6F: 3 clusters Score -2329971 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -2331391.750000 Penalty: 961.084656
	Iteration 7Q: 3 clusters Score -2331392 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -2331774.750000 Penalty: 961.084656
	Iteration 8Q: 3 clusters Score -2331775 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -2331853.500000 Penalty: 961.084656
	Iteration 9Q: 3 clusters Score -2331854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -2331859.500000 Penalty: 961.084656
	Iteration 10Q: 3 clusters Score -2331860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -2331865.750000 Penalty: 961.084656
	Iteration 11Q: 3 clusters Score -2331866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -2331873.500000 Penalty: 961.084656
	Iteration 12Q: 3 clusters Score -2331874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -2331873.500000 Penalty: 961.084656
	Iteration 13F: 3 clusters Score -2331874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -17416.464844 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -17416.46 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 198 members 
Entering Unmasked Estep 
Score: -17045.160156 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -17045.16 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -17151.787109 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -17151.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -17204.175781 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -17204.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -17236.289062 Penalty: 534.873962
	Iteration 3F: 3 clusters Score -17236.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -17249.568359 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -17249.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -17255.789062 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -17255.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17260.070312 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -17260.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -17263.095703 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -17263.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -17263.095703 Penalty: 534.873962
	Iteration 8F: 3 clusters Score -17263.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Entering Unmasked Estep 
Score: -538509.500000 Penalty: 410.035431
	Iteration 0F: 2 clusters Score -538509.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -533028.937500 Penalty: 820.070862
	Iteration 0F: 3 clusters Score -533028.9 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -535089.437500 Penalty: 820.070862
	Iteration 1F: 3 clusters Score -535089.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -535249.812500 Penalty: 820.070862
	Iteration 2F: 3 clusters Score -535249.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -535463.437500 Penalty: 820.070862
	Iteration 3F: 3 clusters Score -535463.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -535788.750000 Penalty: 820.070862
	Iteration 4F: 3 clusters Score -535788.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -536228.125000 Penalty: 820.070862
	Iteration 5F: 3 clusters Score -536228.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -536761.062500 Penalty: 820.070862
	Iteration 6F: 3 clusters Score -536761.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -537283.937500 Penalty: 820.070862
	Iteration 7F: 3 clusters Score -537283.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -537710.375000 Penalty: 820.070862
	Iteration 8F: 3 clusters Score -537710.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -537972.937500 Penalty: 820.070862
	Iteration 9Q: 3 clusters Score -537972.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -538076.187500 Penalty: 820.070862
	Iteration 10Q: 3 clusters Score -538076.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -538116.625000 Penalty: 820.070862
	Iteration 11Q: 3 clusters Score -538116.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -538129.187500 Penalty: 820.070862
	Iteration 12Q: 3 clusters Score -538129.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -538136.750000 Penalty: 820.070862
	Iteration 13Q: 3 clusters Score -538136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -538142.562500 Penalty: 820.070862
	Iteration 14Q: 3 clusters Score -538142.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -538144.000000 Penalty: 820.070862
	Iteration 15Q: 3 clusters Score -538144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -538144.000000 Penalty: 820.070862
	Iteration 16F: 3 clusters Score -538144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -38133.441406 Penalty: 298.462494
	Iteration 0F: 2 clusters Score -38133.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -37511.656250 Penalty: 596.924988
	Iteration 0F: 3 clusters Score -37511.66 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -37697.863281 Penalty: 596.924988
	Iteration 1F: 3 clusters Score -37697.86 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -37731.859375 Penalty: 596.924988
	Iteration 2F: 3 clusters Score -37731.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -37746.300781 Penalty: 596.924988
	Iteration 3Q: 3 clusters Score -37746.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -37756.773438 Penalty: 596.924988
	Iteration 4Q: 3 clusters Score -37756.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -37777.507812 Penalty: 596.924988
	Iteration 5Q: 3 clusters Score -37777.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -37791.039062 Penalty: 596.924988
	Iteration 6Q: 3 clusters Score -37791.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -37808.675781 Penalty: 596.924988
	Iteration 7Q: 3 clusters Score -37808.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -37831.316406 Penalty: 596.924988
	Iteration 8Q: 3 clusters Score -37831.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -37859.328125 Penalty: 596.924988
	Iteration 9Q: 3 clusters Score -37859.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -37876.523438 Penalty: 596.924988
	Iteration 10Q: 3 clusters Score -37876.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -37898.968750 Penalty: 596.924988
	Iteration 11Q: 3 clusters Score -37898.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -37920.085938 Penalty: 596.924988
	Iteration 12Q: 3 clusters Score -37920.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -37942.449219 Penalty: 596.924988
	Iteration 13Q: 3 clusters Score -37942.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -37953.269531 Penalty: 596.924988
	Iteration 14Q: 3 clusters Score -37953.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -37958.878906 Penalty: 596.924988
	Iteration 15Q: 3 clusters Score -37958.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -37963.484375 Penalty: 596.924988
	Iteration 16Q: 3 clusters Score -37963.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -37971.980469 Penalty: 596.924988
	Iteration 17Q: 3 clusters Score -37971.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -37975.421875 Penalty: 596.924988
	Iteration 18Q: 3 clusters Score -37975.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -37980.148438 Penalty: 596.924988
	Iteration 19Q: 3 clusters Score -37980.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -37987.812500 Penalty: 596.924988
	Iteration 20F: 3 clusters Score -37987.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -37989.335938 Penalty: 596.924988
	Iteration 21Q: 3 clusters Score -37989.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -37991.980469 Penalty: 596.924988
	Iteration 22Q: 3 clusters Score -37991.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -37993.515625 Penalty: 596.924988
	Iteration 23Q: 3 clusters Score -37993.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -37994.597656 Penalty: 596.924988
	Iteration 24Q: 3 clusters Score -37994.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -37994.597656 Penalty: 596.924988
	Iteration 25F: 3 clusters Score -37994.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -14817.399414 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -14817.4 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 144 members 
Entering Unmasked Estep 
Score: -14484.472656 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -14484.47 nChanged 88
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: -14562.770508 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -14562.77 nChanged 20
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: -14589.030273 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -14589.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14602.005859 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -14602.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14611.911133 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -14611.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14615.934570 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -14615.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14618.283203 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -14618.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14618.665039 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -14618.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14618.665039 Penalty: 510.127991
	Iteration 8F: 3 clusters Score -14618.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Entering Unmasked Estep 
Score: -647048.687500 Penalty: 417.955841
	Iteration 0F: 2 clusters Score -647048.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -640433.000000 Penalty: 835.911682
	Iteration 0F: 3 clusters Score -640433 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -643438.562500 Penalty: 835.911682
	Iteration 1F: 3 clusters Score -643438.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -643975.125000 Penalty: 835.911682
	Iteration 2F: 3 clusters Score -643975.1 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -644605.000000 Penalty: 835.911682
	Iteration 3F: 3 clusters Score -644605 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -645163.375000 Penalty: 835.911682
	Iteration 4F: 3 clusters Score -645163.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -645576.000000 Penalty: 835.911682
	Iteration 5Q: 3 clusters Score -645576 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -645845.937500 Penalty: 835.911682
	Iteration 6Q: 3 clusters Score -645845.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -646040.000000 Penalty: 835.911682
	Iteration 7Q: 3 clusters Score -646040 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -646216.500000 Penalty: 835.911682
	Iteration 8Q: 3 clusters Score -646216.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -646330.562500 Penalty: 835.911682
	Iteration 9Q: 3 clusters Score -646330.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -646419.812500 Penalty: 835.911682
	Iteration 10Q: 3 clusters Score -646419.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -646495.625000 Penalty: 835.911682
	Iteration 11Q: 3 clusters Score -646495.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -646542.625000 Penalty: 835.911682
	Iteration 12Q: 3 clusters Score -646542.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -646577.437500 Penalty: 835.911682
	Iteration 13Q: 3 clusters Score -646577.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -646605.500000 Penalty: 835.911682
	Iteration 14Q: 3 clusters Score -646605.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -646624.375000 Penalty: 835.911682
	Iteration 15Q: 3 clusters Score -646624.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -646641.625000 Penalty: 835.911682
	Iteration 16Q: 3 clusters Score -646641.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -646651.750000 Penalty: 835.911682
	Iteration 17Q: 3 clusters Score -646651.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -646661.312500 Penalty: 835.911682
	Iteration 18Q: 3 clusters Score -646661.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -646669.937500 Penalty: 835.911682
	Iteration 19Q: 3 clusters Score -646669.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -646675.000000 Penalty: 835.911682
	Iteration 20F: 3 clusters Score -646675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -646678.875000 Penalty: 835.911682
	Iteration 21Q: 3 clusters Score -646678.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -646684.437500 Penalty: 835.911682
	Iteration 22Q: 3 clusters Score -646684.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -646685.625000 Penalty: 835.911682
	Iteration 23Q: 3 clusters Score -646685.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -646686.437500 Penalty: 835.911682
	Iteration 24Q: 3 clusters Score -646686.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -646687.937500 Penalty: 835.911682
	Iteration 25Q: 3 clusters Score -646687.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -646687.937500 Penalty: 835.911682
	Iteration 26F: 3 clusters Score -646687.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -5341.593262 Penalty: 229.475845
	Iteration 0F: 2 clusters Score -5341.593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5149.454590 Penalty: 458.951691
	Iteration 0F: 3 clusters Score -5149.455 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5250.190430 Penalty: 458.951691
	Iteration 1F: 3 clusters Score -5250.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5273.161621 Penalty: 458.951691
	Iteration 2F: 3 clusters Score -5273.162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5281.027832 Penalty: 458.951691
	Iteration 3Q: 3 clusters Score -5281.028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5285.365723 Penalty: 458.951691
	Iteration 4Q: 3 clusters Score -5285.366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5286.990234 Penalty: 458.951691
	Iteration 5Q: 3 clusters Score -5286.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5286.990234 Penalty: 458.951691
	Iteration 6F: 3 clusters Score -5286.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Entering Unmasked Estep 
Score: -353074.125000 Penalty: 389.386780
	Iteration 0F: 2 clusters Score -353074.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -349559.718750 Penalty: 778.773560
	Iteration 0F: 3 clusters Score -349559.7 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -350893.562500 Penalty: 778.773560
	Iteration 1F: 3 clusters Score -350893.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -351080.625000 Penalty: 778.773560
	Iteration 2F: 3 clusters Score -351080.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -351298.593750 Penalty: 778.773560
	Iteration 3F: 3 clusters Score -351298.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -351588.250000 Penalty: 778.773560
	Iteration 4F: 3 clusters Score -351588.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -351952.093750 Penalty: 778.773560
	Iteration 5F: 3 clusters Score -351952.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -352277.218750 Penalty: 778.773560
	Iteration 6F: 3 clusters Score -352277.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -352507.593750 Penalty: 778.773560
	Iteration 7Q: 3 clusters Score -352507.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -352646.750000 Penalty: 778.773560
	Iteration 8Q: 3 clusters Score -352646.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -352707.062500 Penalty: 778.773560
	Iteration 9Q: 3 clusters Score -352707.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -352720.687500 Penalty: 778.773560
	Iteration 10Q: 3 clusters Score -352720.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -352730.406250 Penalty: 778.773560
	Iteration 11Q: 3 clusters Score -352730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -352732.843750 Penalty: 778.773560
	Iteration 12Q: 3 clusters Score -352732.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -352733.781250 Penalty: 778.773560
	Iteration 13Q: 3 clusters Score -352733.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -352739.437500 Penalty: 778.773560
	Iteration 14Q: 3 clusters Score -352739.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -352739.437500 Penalty: 778.773560
	Iteration 15F: 3 clusters Score -352739.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Entering Unmasked Estep 
Score: -1292650.750000 Penalty: 448.959320
	Iteration 0F: 2 clusters Score -1292651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1279796.500000 Penalty: 897.918640
	Iteration 0F: 3 clusters Score -1279796 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1284970.000000 Penalty: 897.918640
	Iteration 1F: 3 clusters Score -1284970 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1285147.000000 Penalty: 897.918640
	Iteration 2Q: 3 clusters Score -1285147 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1285418.500000 Penalty: 897.918640
	Iteration 3Q: 3 clusters Score -1285418 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1285842.750000 Penalty: 897.918640
	Iteration 4Q: 3 clusters Score -1285843 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1286595.375000 Penalty: 897.918640
	Iteration 5F: 3 clusters Score -1286595 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1287851.125000 Penalty: 897.918640
	Iteration 6F: 3 clusters Score -1287851 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1289504.375000 Penalty: 897.918640
	Iteration 7F: 3 clusters Score -1289504 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -1290999.625000 Penalty: 897.918640
	Iteration 8F: 3 clusters Score -1291000 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -1291796.500000 Penalty: 897.918640
	Iteration 9Q: 3 clusters Score -1291796 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -1292096.000000 Penalty: 897.918640
	Iteration 10Q: 3 clusters Score -1292096 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -1292197.125000 Penalty: 897.918640
	Iteration 11Q: 3 clusters Score -1292197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -1292231.750000 Penalty: 897.918640
	Iteration 12Q: 3 clusters Score -1292232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -1292236.125000 Penalty: 897.918640
	Iteration 13Q: 3 clusters Score -1292236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -1292244.000000 Penalty: 897.918640
	Iteration 14Q: 3 clusters Score -1292244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -1292244.000000 Penalty: 897.918640
	Iteration 15F: 3 clusters Score -1292244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -18114.656250 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -18114.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17724.878906 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -17724.88 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17829.800781 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -17829.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17855.029297 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -17855.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17862.812500 Penalty: 527.992737
	Iteration 3Q: 3 clusters Score -17862.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17865.279297 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -17865.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17865.898438 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -17865.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17865.898438 Penalty: 527.992737
	Iteration 6F: 3 clusters Score -17865.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -12937.446289 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -12937.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12632.773438 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -12632.77 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12732.438477 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -12732.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12782.962891 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -12782.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12809.991211 Penalty: 499.493347
	Iteration 3Q: 3 clusters Score -12809.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12831.108398 Penalty: 499.493347
	Iteration 4F: 3 clusters Score -12831.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12837.933594 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -12837.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12839.590820 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -12839.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12839.590820 Penalty: 499.493347
	Iteration 7F: 3 clusters Score -12839.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (117799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117799 members 
Entering Unmasked Estep 
Score: -7721475.500000 Penalty: 531.291443
	Iteration 0F: 2 clusters Score -7721476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 58912 members 
Entering Unmasked Estep 
Score: -7660067.500000 Penalty: 1062.582886
	Iteration 0F: 3 clusters Score -7660068 nChanged 57761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 64923 members 
Entering Unmasked Estep 
Score: -7696121.000000 Penalty: 1062.582886
	Iteration 1F: 3 clusters Score -7696121 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 69003 members 
Entering Unmasked Estep 
Score: -7698061.500000 Penalty: 1062.582886
	Iteration 2Q: 3 clusters Score -7698062 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 74346 members 
Entering Unmasked Estep 
Score: -7701457.500000 Penalty: 1062.582886
	Iteration 3F: 3 clusters Score -7701458 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 80747 members 
Entering Unmasked Estep 
Score: -7707787.000000 Penalty: 1062.582886
	Iteration 4F: 3 clusters Score -7707787 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 86123 members 
Entering Unmasked Estep 
Score: -7711286.000000 Penalty: 1062.582886
	Iteration 5F: 3 clusters Score -7711286 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 87924 members 
Entering Unmasked Estep 
Score: -7714852.000000 Penalty: 1062.582886
	Iteration 6F: 3 clusters Score -7714852 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 87362 members 
Entering Unmasked Estep 
Score: -7716634.500000 Penalty: 1062.582886
	Iteration 7Q: 3 clusters Score -7716634 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 86423 members 
Entering Unmasked Estep 
Score: -7717536.500000 Penalty: 1062.582886
	Iteration 8Q: 3 clusters Score -7717536 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 85516 members 
Entering Unmasked Estep 
Score: -7718253.500000 Penalty: 1062.582886
	Iteration 9Q: 3 clusters Score -7718254 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 84612 members 
Entering Unmasked Estep 
Score: -7718862.000000 Penalty: 1062.582886
	Iteration 10Q: 3 clusters Score -7718862 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 83683 members 
Entering Unmasked Estep 
Score: -7719653.500000 Penalty: 1062.582886
	Iteration 11Q: 3 clusters Score -7719654 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -7720587.000000 Penalty: 1062.582886
	Iteration 12Q: 3 clusters Score -7720587 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 81904 members 
Entering Unmasked Estep 
Score: -7721492.500000 Penalty: 1062.582886
	Iteration 13Q: 3 clusters Score -7721492 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 81218 members 
Entering Unmasked Estep 
Score: -7722393.500000 Penalty: 1062.582886
	Iteration 14Q: 3 clusters Score -7722394 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 80768 members 
Entering Unmasked Estep 
Score: -7723208.000000 Penalty: 1062.582886
	Iteration 15Q: 3 clusters Score -7723208 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -7723925.500000 Penalty: 1062.582886
	Iteration 16Q: 3 clusters Score -7723926 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 80141 members 
Entering Unmasked Estep 
Score: -7724771.000000 Penalty: 1062.582886
	Iteration 17Q: 3 clusters Score -7724771 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 79882 members 
Entering Unmasked Estep 
Score: -7725814.000000 Penalty: 1062.582886
	Iteration 18Q: 3 clusters Score -7725814 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
Score: -7726822.000000 Penalty: 1062.582886
	Iteration 19Q: 3 clusters Score -7726822 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -7728064.500000 Penalty: 1062.582886
	Iteration 20F: 3 clusters Score -7728064 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 79320 members 
Entering Unmasked Estep 
Score: -7729652.500000 Penalty: 1062.582886
	Iteration 21Q: 3 clusters Score -7729652 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 79022 members 
Entering Unmasked Estep 
Score: -7731331.500000 Penalty: 1062.582886
	Iteration 22Q: 3 clusters Score -7731332 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 78877 members 
Entering Unmasked Estep 
Score: -7733091.000000 Penalty: 1062.582886
	Iteration 23Q: 3 clusters Score -7733091 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
Score: -7734686.500000 Penalty: 1062.582886
	Iteration 24Q: 3 clusters Score -7734686 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 78975 members 
Entering Unmasked Estep 
Score: -7735709.500000 Penalty: 1062.582886
	Iteration 25Q: 3 clusters Score -7735710 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -7736349.000000 Penalty: 1062.582886
	Iteration 26Q: 3 clusters Score -7736349 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -7736673.500000 Penalty: 1062.582886
	Iteration 27Q: 3 clusters Score -7736674 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 79210 members 
Entering Unmasked Estep 
Score: -7736946.000000 Penalty: 1062.582886
	Iteration 28Q: 3 clusters Score -7736946 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 79232 members 
Entering Unmasked Estep 
Score: -7737084.000000 Penalty: 1062.582886
	Iteration 29Q: 3 clusters Score -7737084 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 79183 members 
Entering Unmasked Estep 
Score: -7737177.500000 Penalty: 1062.582886
	Iteration 30Q: 3 clusters Score -7737178 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
Score: -7737292.000000 Penalty: 1062.582886
	Iteration 31Q: 3 clusters Score -7737292 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -7737320.500000 Penalty: 1062.582886
	Iteration 32Q: 3 clusters Score -7737320 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -7737361.000000 Penalty: 1062.582886
	Iteration 33Q: 3 clusters Score -7737361 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 78936 members 
Entering Unmasked Estep 
Score: -7737387.000000 Penalty: 1062.582886
	Iteration 34Q: 3 clusters Score -7737387 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 78931 members 
Entering Unmasked Estep 
Score: -7737429.500000 Penalty: 1062.582886
	Iteration 35Q: 3 clusters Score -7737430 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 78897 members 
Entering Unmasked Estep 
Score: -7737433.000000 Penalty: 1062.582886
	Iteration 36Q: 3 clusters Score -7737433 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
Score: -7737441.000000 Penalty: 1062.582886
	Iteration 37Q: 3 clusters Score -7737441 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 78917 members 
Entering Unmasked Estep 
Score: -7737435.000000 Penalty: 1062.582886
	Iteration 38Q: 3 clusters Score -7737435 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -7737448.500000 Penalty: 1062.582886
	Iteration 39Q: 3 clusters Score -7737448 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 78869 members 
Entering Unmasked Estep 
Score: -7737535.500000 Penalty: 1062.582886
	Iteration 40F: 3 clusters Score -7737536 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 78788 members 
Entering Unmasked Estep 
Score: -7737542.000000 Penalty: 1062.582886
	Iteration 41Q: 3 clusters Score -7737542 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 78757 members 
Entering Unmasked Estep 
Score: -7737537.000000 Penalty: 1062.582886
	Iteration 42Q: 3 clusters Score -7737537 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 78761 members 
Entering Unmasked Estep 
Score: -7737540.500000 Penalty: 1062.582886
	Iteration 43Q: 3 clusters Score -7737540 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 78765 members 
Entering Unmasked Estep 
Score: -7737520.000000 Penalty: 1062.582886
	Iteration 44Q: 3 clusters Score -7737520 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 78748 members 
Entering Unmasked Estep 
Score: -7737537.500000 Penalty: 1062.582886
	Iteration 45Q: 3 clusters Score -7737538 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 78709 members 
Entering Unmasked Estep 
Score: -7737554.500000 Penalty: 1062.582886
	Iteration 46Q: 3 clusters Score -7737554 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 78664 members 
Entering Unmasked Estep 
Score: -7737538.500000 Penalty: 1062.582886
	Iteration 47Q: 3 clusters Score -7737538 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 78632 members 
Entering Unmasked Estep 
Score: -7737541.500000 Penalty: 1062.582886
	Iteration 48Q: 3 clusters Score -7737542 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 78595 members 
Entering Unmasked Estep 
Score: -7737562.000000 Penalty: 1062.582886
	Iteration 49Q: 3 clusters Score -7737562 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 78554 members 
Entering Unmasked Estep 
Score: -7737567.500000 Penalty: 1062.582886
	Iteration 50Q: 3 clusters Score -7737568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 78517 members 
Entering Unmasked Estep 
Score: -7737572.000000 Penalty: 1062.582886
	Iteration 51Q: 3 clusters Score -7737572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 78511 members 
Entering Unmasked Estep 
Score: -7737583.500000 Penalty: 1062.582886
	Iteration 52Q: 3 clusters Score -7737584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -7737570.500000 Penalty: 1062.582886
	Iteration 53Q: 3 clusters Score -7737570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -7737572.000000 Penalty: 1062.582886
	Iteration 54Q: 3 clusters Score -7737572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -7737569.000000 Penalty: 1062.582886
	Iteration 55Q: 3 clusters Score -7737569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -7737566.500000 Penalty: 1062.582886
	Iteration 56Q: 3 clusters Score -7737566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 78526 members 
Entering Unmasked Estep 
Score: -7737551.000000 Penalty: 1062.582886
	Iteration 57Q: 3 clusters Score -7737551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 78556 members 
Entering Unmasked Estep 
Score: -7737572.500000 Penalty: 1062.582886
	Iteration 58Q: 3 clusters Score -7737572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -7737571.000000 Penalty: 1062.582886
	Iteration 59Q: 3 clusters Score -7737571 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 78535 members 
Entering Unmasked Estep 
Score: -7737558.000000 Penalty: 1062.582886
	Iteration 60F: 3 clusters Score -7737558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 78547 members 
Entering Unmasked Estep 
Score: -7737558.500000 Penalty: 1062.582886
	Iteration 61Q: 3 clusters Score -7737558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 78541 members 
Entering Unmasked Estep 
Score: -7737569.500000 Penalty: 1062.582886
	Iteration 62Q: 3 clusters Score -7737570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 78537 members 
Entering Unmasked Estep 
Score: -7737577.000000 Penalty: 1062.582886
	Iteration 63Q: 3 clusters Score -7737577 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 78533 members 
Entering Unmasked Estep 
Score: -7737576.500000 Penalty: 1062.582886
	Iteration 64Q: 3 clusters Score -7737576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 78541 members 
Entering Unmasked Estep 
Score: -7737579.000000 Penalty: 1062.582886
	Iteration 65Q: 3 clusters Score -7737579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 78550 members 
Entering Unmasked Estep 
Score: -7737575.000000 Penalty: 1062.582886
	Iteration 66Q: 3 clusters Score -7737575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -7737578.000000 Penalty: 1062.582886
	Iteration 67Q: 3 clusters Score -7737578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 78575 members 
Entering Unmasked Estep 
Score: -7737589.500000 Penalty: 1062.582886
	Iteration 68Q: 3 clusters Score -7737590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 78552 members 
Entering Unmasked Estep 
Score: -7737583.000000 Penalty: 1062.582886
	Iteration 69Q: 3 clusters Score -7737583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
Score: -7737575.500000 Penalty: 1062.582886
	Iteration 70Q: 3 clusters Score -7737576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 78585 members 
Entering Unmasked Estep 
Score: -7737580.000000 Penalty: 1062.582886
	Iteration 71Q: 3 clusters Score -7737580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 78586 members 
Entering Unmasked Estep 
Score: -7737581.000000 Penalty: 1062.582886
	Iteration 72Q: 3 clusters Score -7737581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -7737575.500000 Penalty: 1062.582886
	Iteration 73Q: 3 clusters Score -7737576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 78579 members 
Entering Unmasked Estep 
Score: -7737573.500000 Penalty: 1062.582886
	Iteration 74Q: 3 clusters Score -7737574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 78573 members 
Entering Unmasked Estep 
Score: -7737577.000000 Penalty: 1062.582886
	Iteration 75Q: 3 clusters Score -7737577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 78561 members 
Entering Unmasked Estep 
Score: -7737588.000000 Penalty: 1062.582886
	Iteration 76Q: 3 clusters Score -7737588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 78554 members 
Entering Unmasked Estep 
Score: -7737599.500000 Penalty: 1062.582886
	Iteration 77Q: 3 clusters Score -7737600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 78560 members 
Entering Unmasked Estep 
Score: -7737592.500000 Penalty: 1062.582886
	Iteration 78Q: 3 clusters Score -7737592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 78572 members 
Entering Unmasked Estep 
Score: -7737601.500000 Penalty: 1062.582886
	Iteration 79Q: 3 clusters Score -7737602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 78579 members 
Entering Unmasked Estep 
Score: -7737600.000000 Penalty: 1062.582886
	Iteration 80F: 3 clusters Score -7737600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
Score: -7737601.000000 Penalty: 1062.582886
	Iteration 81Q: 3 clusters Score -7737601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 78605 members 
Entering Unmasked Estep 
Score: -7737597.000000 Penalty: 1062.582886
	Iteration 82Q: 3 clusters Score -7737597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 78596 members 
Entering Unmasked Estep 
Score: -7737607.500000 Penalty: 1062.582886
	Iteration 83Q: 3 clusters Score -7737608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 78586 members 
Entering Unmasked Estep 
Score: -7737605.000000 Penalty: 1062.582886
	Iteration 84Q: 3 clusters Score -7737605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
Score: -7737599.500000 Penalty: 1062.582886
	Iteration 85Q: 3 clusters Score -7737600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
Score: -7737599.000000 Penalty: 1062.582886
	Iteration 86Q: 3 clusters Score -7737599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
Score: -7737597.500000 Penalty: 1062.582886
	Iteration 87Q: 3 clusters Score -7737598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
Score: -7737598.500000 Penalty: 1062.582886
	Iteration 88Q: 3 clusters Score -7737598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
Score: -7737598.500000 Penalty: 1062.582886
	Iteration 89F: 3 clusters Score -7737598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68284 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20860 members 
Mstep: Class 6 contains 94385 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2197 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4094 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 18440 members 
Mstep: Class 14 contains 706 members 
Mstep: Class 15 contains 13138 members 
Mstep: Class 16 contains 38614 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8199 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 9758 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5208 members 
Mstep: Class 24 contains 19288 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 39206 members 
Mstep: Class 28 contains 25515 members 
Mstep: Class 29 contains 75873 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7191 members 
Mstep: Class 32 contains 78593 members 
Mstep: Class 33 contains 22667 members 
Mstep: Class 34 contains 13563 members 
Mstep: Class 35 contains 3303 members 
Entering Unmasked Estep 
Score: -35865040.000000 Penalty: 21133.728516
Splitting cluster 27 changes total score from -35847332.000000 to -35865040.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 28 (25515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Entering Unmasked Estep 
Score: -1682610.125000 Penalty: 461.689514
	Iteration 0F: 2 clusters Score -1682610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1665505.875000 Penalty: 923.379028
	Iteration 0F: 3 clusters Score -1665506 nChanged 12181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1672963.500000 Penalty: 923.379028
	Iteration 1F: 3 clusters Score -1672964 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1673722.125000 Penalty: 923.379028
	Iteration 2F: 3 clusters Score -1673722 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1674933.000000 Penalty: 923.379028
	Iteration 3F: 3 clusters Score -1674933 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1676676.750000 Penalty: 923.379028
	Iteration 4F: 3 clusters Score -1676677 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1678684.125000 Penalty: 923.379028
	Iteration 5F: 3 clusters Score -1678684 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1680335.000000 Penalty: 923.379028
	Iteration 6F: 3 clusters Score -1680335 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1681351.875000 Penalty: 923.379028
	Iteration 7Q: 3 clusters Score -1681352 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1681839.750000 Penalty: 923.379028
	Iteration 8Q: 3 clusters Score -1681840 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1682056.625000 Penalty: 923.379028
	Iteration 9Q: 3 clusters Score -1682057 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1682149.500000 Penalty: 923.379028
	Iteration 10Q: 3 clusters Score -1682150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1682182.375000 Penalty: 923.379028
	Iteration 11Q: 3 clusters Score -1682182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1682191.750000 Penalty: 923.379028
	Iteration 12Q: 3 clusters Score -1682192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1682198.125000 Penalty: 923.379028
	Iteration 13Q: 3 clusters Score -1682198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1682198.125000 Penalty: 923.379028
	Iteration 14F: 3 clusters Score -1682198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -8942.464844 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -8942.465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8699.454102 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8699.454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8798.933594 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -8798.934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8821.720703 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -8821.721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8838.796875 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -8838.797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8841.049805 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -8841.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8843.647461 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -8843.647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8843.647461 Penalty: 461.270294
	Iteration 6F: 3 clusters Score -8843.647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Entering Unmasked Estep 
Score: -465685.875000 Penalty: 404.066650
	Iteration 0F: 2 clusters Score -465685.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -460840.781250 Penalty: 808.133301
	Iteration 0F: 3 clusters Score -460840.8 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -462837.937500 Penalty: 808.133301
	Iteration 1F: 3 clusters Score -462837.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -463126.343750 Penalty: 808.133301
	Iteration 2F: 3 clusters Score -463126.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -463517.218750 Penalty: 808.133301
	Iteration 3F: 3 clusters Score -463517.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -464076.062500 Penalty: 808.133301
	Iteration 4F: 3 clusters Score -464076.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -464783.781250 Penalty: 808.133301
	Iteration 5F: 3 clusters Score -464783.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -465258.781250 Penalty: 808.133301
	Iteration 6F: 3 clusters Score -465258.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -465439.000000 Penalty: 808.133301
	Iteration 7Q: 3 clusters Score -465439 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -465504.531250 Penalty: 808.133301
	Iteration 8Q: 3 clusters Score -465504.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -465532.562500 Penalty: 808.133301
	Iteration 9Q: 3 clusters Score -465532.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -465543.718750 Penalty: 808.133301
	Iteration 10Q: 3 clusters Score -465543.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -465549.562500 Penalty: 808.133301
	Iteration 11Q: 3 clusters Score -465549.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -465552.937500 Penalty: 808.133301
	Iteration 12Q: 3 clusters Score -465552.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -465553.343750 Penalty: 808.133301
	Iteration 13Q: 3 clusters Score -465553.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -465553.843750 Penalty: 808.133301
	Iteration 14Q: 3 clusters Score -465553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -465553.843750 Penalty: 808.133301
	Iteration 15Q: 3 clusters Score -465553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -465554.062500 Penalty: 808.133301
	Iteration 16Q: 3 clusters Score -465554.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -465555.406250 Penalty: 808.133301
	Iteration 17Q: 3 clusters Score -465555.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -465555.375000 Penalty: 808.133301
	Iteration 18Q: 3 clusters Score -465555.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -465555.500000 Penalty: 808.133301
	Iteration 19Q: 3 clusters Score -465555.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -465555.500000 Penalty: 808.133301
	Iteration 20F: 3 clusters Score -465555.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (22667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Entering Unmasked Estep 
Score: -1510063.500000 Penalty: 456.304291
	Iteration 0F: 2 clusters Score -1510064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1494934.125000 Penalty: 912.608582
	Iteration 0F: 3 clusters Score -1494934 nChanged 10845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1501487.375000 Penalty: 912.608582
	Iteration 1F: 3 clusters Score -1501487 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1502050.750000 Penalty: 912.608582
	Iteration 2F: 3 clusters Score -1502051 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1502934.500000 Penalty: 912.608582
	Iteration 3F: 3 clusters Score -1502934 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1504292.000000 Penalty: 912.608582
	Iteration 4F: 3 clusters Score -1504292 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1505857.375000 Penalty: 912.608582
	Iteration 5F: 3 clusters Score -1505857 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1507148.625000 Penalty: 912.608582
	Iteration 6F: 3 clusters Score -1507149 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1507866.000000 Penalty: 912.608582
	Iteration 7Q: 3 clusters Score -1507866 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1508235.125000 Penalty: 912.608582
	Iteration 8Q: 3 clusters Score -1508235 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1508511.875000 Penalty: 912.608582
	Iteration 9Q: 3 clusters Score -1508512 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1508779.750000 Penalty: 912.608582
	Iteration 10Q: 3 clusters Score -1508780 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1508998.500000 Penalty: 912.608582
	Iteration 11Q: 3 clusters Score -1508998 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1509196.875000 Penalty: 912.608582
	Iteration 12Q: 3 clusters Score -1509197 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1509343.250000 Penalty: 912.608582
	Iteration 13Q: 3 clusters Score -1509343 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1509449.000000 Penalty: 912.608582
	Iteration 14Q: 3 clusters Score -1509449 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1509505.375000 Penalty: 912.608582
	Iteration 15Q: 3 clusters Score -1509505 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1509528.625000 Penalty: 912.608582
	Iteration 16Q: 3 clusters Score -1509529 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1509543.875000 Penalty: 912.608582
	Iteration 17Q: 3 clusters Score -1509544 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1509543.750000 Penalty: 912.608582
	Iteration 18Q: 3 clusters Score -1509544 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1509552.250000 Penalty: 912.608582
	Iteration 19Q: 3 clusters Score -1509552 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1509589.250000 Penalty: 912.608582
	Iteration 20F: 3 clusters Score -1509589 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1509607.375000 Penalty: 912.608582
	Iteration 21Q: 3 clusters Score -1509607 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1509621.375000 Penalty: 912.608582
	Iteration 22Q: 3 clusters Score -1509621 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1509627.375000 Penalty: 912.608582
	Iteration 23Q: 3 clusters Score -1509627 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1509626.250000 Penalty: 912.608582
	Iteration 24Q: 3 clusters Score -1509626 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1509632.250000 Penalty: 912.608582
	Iteration 25Q: 3 clusters Score -1509632 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1509631.875000 Penalty: 912.608582
	Iteration 26Q: 3 clusters Score -1509632 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1509624.125000 Penalty: 912.608582
	Iteration 27Q: 3 clusters Score -1509624 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1509612.875000 Penalty: 912.608582
	Iteration 28Q: 3 clusters Score -1509613 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1509622.375000 Penalty: 912.608582
	Iteration 29Q: 3 clusters Score -1509622 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1509616.000000 Penalty: 912.608582
	Iteration 30Q: 3 clusters Score -1509616 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1509613.000000 Penalty: 912.608582
	Iteration 31Q: 3 clusters Score -1509613 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1509611.000000 Penalty: 912.608582
	Iteration 32Q: 3 clusters Score -1509611 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1509608.125000 Penalty: 912.608582
	Iteration 33Q: 3 clusters Score -1509608 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1509611.625000 Penalty: 912.608582
	Iteration 34Q: 3 clusters Score -1509612 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1509608.375000 Penalty: 912.608582
	Iteration 35Q: 3 clusters Score -1509608 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1509609.125000 Penalty: 912.608582
	Iteration 36Q: 3 clusters Score -1509609 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1509612.625000 Penalty: 912.608582
	Iteration 37Q: 3 clusters Score -1509613 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1509608.750000 Penalty: 912.608582
	Iteration 38Q: 3 clusters Score -1509609 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1509616.000000 Penalty: 912.608582
	Iteration 39Q: 3 clusters Score -1509616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1509613.375000 Penalty: 912.608582
	Iteration 40F: 3 clusters Score -1509613 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1509616.125000 Penalty: 912.608582
	Iteration 41Q: 3 clusters Score -1509616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1509617.125000 Penalty: 912.608582
	Iteration 42Q: 3 clusters Score -1509617 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1509611.375000 Penalty: 912.608582
	Iteration 43Q: 3 clusters Score -1509611 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1509611.250000 Penalty: 912.608582
	Iteration 44Q: 3 clusters Score -1509611 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1509619.750000 Penalty: 912.608582
	Iteration 45Q: 3 clusters Score -1509620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1509620.875000 Penalty: 912.608582
	Iteration 46Q: 3 clusters Score -1509621 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1509617.750000 Penalty: 912.608582
	Iteration 47Q: 3 clusters Score -1509618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1509624.625000 Penalty: 912.608582
	Iteration 48Q: 3 clusters Score -1509625 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1509627.375000 Penalty: 912.608582
	Iteration 49Q: 3 clusters Score -1509627 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1509622.625000 Penalty: 912.608582
	Iteration 50Q: 3 clusters Score -1509623 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1509625.375000 Penalty: 912.608582
	Iteration 51Q: 3 clusters Score -1509625 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1509617.000000 Penalty: 912.608582
	Iteration 52Q: 3 clusters Score -1509617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1509619.125000 Penalty: 912.608582
	Iteration 53Q: 3 clusters Score -1509619 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1509623.250000 Penalty: 912.608582
	Iteration 54Q: 3 clusters Score -1509623 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1509617.250000 Penalty: 912.608582
	Iteration 55Q: 3 clusters Score -1509617 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1509618.750000 Penalty: 912.608582
	Iteration 56Q: 3 clusters Score -1509619 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1509621.625000 Penalty: 912.608582
	Iteration 57Q: 3 clusters Score -1509622 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1509623.625000 Penalty: 912.608582
	Iteration 58Q: 3 clusters Score -1509624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1509621.750000 Penalty: 912.608582
	Iteration 59Q: 3 clusters Score -1509622 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1509621.375000 Penalty: 912.608582
	Iteration 60F: 3 clusters Score -1509621 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1509616.875000 Penalty: 912.608582
	Iteration 61Q: 3 clusters Score -1509617 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1509611.750000 Penalty: 912.608582
	Iteration 62Q: 3 clusters Score -1509612 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1509614.500000 Penalty: 912.608582
	Iteration 63Q: 3 clusters Score -1509614 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1509616.000000 Penalty: 912.608582
	Iteration 64Q: 3 clusters Score -1509616 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1509616.250000 Penalty: 912.608582
	Iteration 65Q: 3 clusters Score -1509616 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1509612.250000 Penalty: 912.608582
	Iteration 66Q: 3 clusters Score -1509612 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1509607.875000 Penalty: 912.608582
	Iteration 67Q: 3 clusters Score -1509608 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1509603.875000 Penalty: 912.608582
	Iteration 68Q: 3 clusters Score -1509604 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1509599.750000 Penalty: 912.608582
	Iteration 69Q: 3 clusters Score -1509600 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1509592.500000 Penalty: 912.608582
	Iteration 70Q: 3 clusters Score -1509592 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1509579.125000 Penalty: 912.608582
	Iteration 71Q: 3 clusters Score -1509579 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1509565.125000 Penalty: 912.608582
	Iteration 72Q: 3 clusters Score -1509565 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1509565.250000 Penalty: 912.608582
	Iteration 73Q: 3 clusters Score -1509565 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1509572.250000 Penalty: 912.608582
	Iteration 74Q: 3 clusters Score -1509572 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1509572.375000 Penalty: 912.608582
	Iteration 75Q: 3 clusters Score -1509572 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1509580.500000 Penalty: 912.608582
	Iteration 76Q: 3 clusters Score -1509580 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1509580.750000 Penalty: 912.608582
	Iteration 77Q: 3 clusters Score -1509581 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1509569.750000 Penalty: 912.608582
	Iteration 78Q: 3 clusters Score -1509570 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1509568.875000 Penalty: 912.608582
	Iteration 79Q: 3 clusters Score -1509569 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1509575.625000 Penalty: 912.608582
	Iteration 80F: 3 clusters Score -1509576 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1509574.250000 Penalty: 912.608582
	Iteration 81Q: 3 clusters Score -1509574 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1509575.125000 Penalty: 912.608582
	Iteration 82Q: 3 clusters Score -1509575 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1509578.125000 Penalty: 912.608582
	Iteration 83Q: 3 clusters Score -1509578 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1509575.875000 Penalty: 912.608582
	Iteration 84Q: 3 clusters Score -1509576 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1509584.250000 Penalty: 912.608582
	Iteration 85Q: 3 clusters Score -1509584 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1509580.125000 Penalty: 912.608582
	Iteration 86Q: 3 clusters Score -1509580 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1509588.125000 Penalty: 912.608582
	Iteration 87Q: 3 clusters Score -1509588 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1509592.375000 Penalty: 912.608582
	Iteration 88Q: 3 clusters Score -1509592 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1509589 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1509581 nChanged 105
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Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 13893 members 
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Mstep: Class 2 contains 14025 members 
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	Iteration 93Q: 3 clusters Score -1509580 nChanged 144
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Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1509588 nChanged 125
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Mstep: Class 1 contains 8373 members 
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	Iteration 95Q: 3 clusters Score -1509578 nChanged 118
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Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 14412 members 
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	Iteration 96Q: 3 clusters Score -1509581 nChanged 97
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Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1509576 nChanged 131
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Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1509586 nChanged 155
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Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1509580 nChanged 131
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Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1509578 nChanged 153
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Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1509569 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1509562 nChanged 144
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Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1509568 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1509567 nChanged 111
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Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1509570 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1509566 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1509566 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1509548 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1509531 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1509516 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1509507 nChanged 172
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Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1509525 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1509517 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1509534 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1509538 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1509539 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1509546 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1509546 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1509549 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1509551 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1509550 nChanged 36
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Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1509548 nChanged 28
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Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1509553 nChanged 33
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Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1509556 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1509555 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1509552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1509554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1509556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -1509559.250000 Penalty: 912.608582
	Iteration 129Q: 3 clusters Score -1509559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1509560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1509564 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1509568 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1509566 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1509573 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1509576 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1509586 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1509591 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1509591 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1509588 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -1509599.375000 Penalty: 912.608582
	Iteration 140F: 3 clusters Score -1509599 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -1509593.000000 Penalty: 912.608582
	Iteration 141Q: 3 clusters Score -1509593 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -1509595.875000 Penalty: 912.608582
	Iteration 142Q: 3 clusters Score -1509596 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1509595 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1509595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1509593 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1509590 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1509593 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1509590 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1509589 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1509590 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1509587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -1509586.375000 Penalty: 912.608582
	Iteration 152Q: 3 clusters Score -1509586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -1509585.250000 Penalty: 912.608582
	Iteration 153Q: 3 clusters Score -1509585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1509587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -1509584.250000 Penalty: 912.608582
	Iteration 155Q: 3 clusters Score -1509584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -1509589.125000 Penalty: 912.608582
	Iteration 156Q: 3 clusters Score -1509589 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1509587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1509584 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -1509587.625000 Penalty: 912.608582
	Iteration 159Q: 3 clusters Score -1509588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -1509584.750000 Penalty: 912.608582
	Iteration 160F: 3 clusters Score -1509585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1509585 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1509588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1509587 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1509588 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1509587 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1509587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1509586 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1509586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1509586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -1509586.625000 Penalty: 912.608582
	Iteration 170Q: 3 clusters Score -1509587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1509589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1509587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1509586 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
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	Iteration 174F: 3 clusters Score -1509586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (13563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13563 members 
Entering Unmasked Estep 
Score: -892503.062500 Penalty: 432.937073
	Iteration 0F: 2 clusters Score -892503.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -883479.1 nChanged 6299
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -887392.312500 Penalty: 865.874146
	Iteration 1F: 3 clusters Score -887392.3 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -887823.5 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -888466.562500 Penalty: 865.874146
	Iteration 3F: 3 clusters Score -888466.6 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -889281.312500 Penalty: 865.874146
	Iteration 4F: 3 clusters Score -889281.3 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -890197.062500 Penalty: 865.874146
	Iteration 5F: 3 clusters Score -890197.1 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -890918.625000 Penalty: 865.874146
	Iteration 6F: 3 clusters Score -890918.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -891369.250000 Penalty: 865.874146
	Iteration 7Q: 3 clusters Score -891369.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -891643.562500 Penalty: 865.874146
	Iteration 8Q: 3 clusters Score -891643.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -891800.125000 Penalty: 865.874146
	Iteration 9Q: 3 clusters Score -891800.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -891910.375000 Penalty: 865.874146
	Iteration 10Q: 3 clusters Score -891910.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -891981.937500 Penalty: 865.874146
	Iteration 11Q: 3 clusters Score -891981.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -892031.437500 Penalty: 865.874146
	Iteration 12Q: 3 clusters Score -892031.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -892069.000000 Penalty: 865.874146
	Iteration 13Q: 3 clusters Score -892069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -892087.000000 Penalty: 865.874146
	Iteration 14Q: 3 clusters Score -892087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -892098.500000 Penalty: 865.874146
	Iteration 15Q: 3 clusters Score -892098.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -892104.375000 Penalty: 865.874146
	Iteration 16Q: 3 clusters Score -892104.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -892111.687500 Penalty: 865.874146
	Iteration 17Q: 3 clusters Score -892111.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -892115.750000 Penalty: 865.874146
	Iteration 18Q: 3 clusters Score -892115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -892117.750000 Penalty: 865.874146
	Iteration 19Q: 3 clusters Score -892117.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -892119.375000 Penalty: 865.874146
	Iteration 20F: 3 clusters Score -892119.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -892121.125000 Penalty: 865.874146
	Iteration 21Q: 3 clusters Score -892121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -892121.562500 Penalty: 865.874146
	Iteration 22Q: 3 clusters Score -892121.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -892122.250000 Penalty: 865.874146
	Iteration 23Q: 3 clusters Score -892122.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -892122.250000 Penalty: 865.874146
	Iteration 24F: 3 clusters Score -892122.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Entering Unmasked Estep 
Score: -214570.078125 Penalty: 368.667694
	Iteration 0F: 2 clusters Score -214570.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -212274.078125 Penalty: 737.335388
	Iteration 0F: 3 clusters Score -212274.1 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -213148.718750 Penalty: 737.335388
	Iteration 1F: 3 clusters Score -213148.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -213276.859375 Penalty: 737.335388
	Iteration 2F: 3 clusters Score -213276.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -213430.359375 Penalty: 737.335388
	Iteration 3F: 3 clusters Score -213430.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -213594.906250 Penalty: 737.335388
	Iteration 4F: 3 clusters Score -213594.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -213721.593750 Penalty: 737.335388
	Iteration 5F: 3 clusters Score -213721.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -213831.562500 Penalty: 737.335388
	Iteration 6Q: 3 clusters Score -213831.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -213934.921875 Penalty: 737.335388
	Iteration 7Q: 3 clusters Score -213934.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -213987.000000 Penalty: 737.335388
	Iteration 8Q: 3 clusters Score -213987 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -214008.312500 Penalty: 737.335388
	Iteration 9Q: 3 clusters Score -214008.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -214024.109375 Penalty: 737.335388
	Iteration 10Q: 3 clusters Score -214024.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -214040.625000 Penalty: 737.335388
	Iteration 11Q: 3 clusters Score -214040.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -214065.046875 Penalty: 737.335388
	Iteration 12Q: 3 clusters Score -214065 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -214093.625000 Penalty: 737.335388
	Iteration 13Q: 3 clusters Score -214093.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -214119.890625 Penalty: 737.335388
	Iteration 14Q: 3 clusters Score -214119.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -214141.187500 Penalty: 737.335388
	Iteration 15Q: 3 clusters Score -214141.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -214156.156250 Penalty: 737.335388
	Iteration 16Q: 3 clusters Score -214156.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -214178.312500 Penalty: 737.335388
	Iteration 17Q: 3 clusters Score -214178.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -214214.250000 Penalty: 737.335388
	Iteration 18Q: 3 clusters Score -214214.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -214263.625000 Penalty: 737.335388
	Iteration 19Q: 3 clusters Score -214263.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -214297.203125 Penalty: 737.335388
	Iteration 20F: 3 clusters Score -214297.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -214315.234375 Penalty: 737.335388
	Iteration 21Q: 3 clusters Score -214315.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -214324.203125 Penalty: 737.335388
	Iteration 22Q: 3 clusters Score -214324.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -214328.125000 Penalty: 737.335388
	Iteration 23Q: 3 clusters Score -214328.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -214332.359375 Penalty: 737.335388
	Iteration 24Q: 3 clusters Score -214332.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -214337.531250 Penalty: 737.335388
	Iteration 25Q: 3 clusters Score -214337.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -214344.906250 Penalty: 737.335388
	Iteration 26Q: 3 clusters Score -214344.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -214350.609375 Penalty: 737.335388
	Iteration 27Q: 3 clusters Score -214350.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -214353.890625 Penalty: 737.335388
	Iteration 28Q: 3 clusters Score -214353.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -214356.203125 Penalty: 737.335388
	Iteration 29Q: 3 clusters Score -214356.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -214357.109375 Penalty: 737.335388
	Iteration 30Q: 3 clusters Score -214357.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -214360.281250 Penalty: 737.335388
	Iteration 31Q: 3 clusters Score -214360.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -214362.453125 Penalty: 737.335388
	Iteration 32Q: 3 clusters Score -214362.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -214363.890625 Penalty: 737.335388
	Iteration 33Q: 3 clusters Score -214363.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -214364.000000 Penalty: 737.335388
	Iteration 34Q: 3 clusters Score -214364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -214364.640625 Penalty: 737.335388
	Iteration 35Q: 3 clusters Score -214364.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -214366.062500 Penalty: 737.335388
	Iteration 36Q: 3 clusters Score -214366.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -214368.437500 Penalty: 737.335388
	Iteration 37Q: 3 clusters Score -214368.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -214371.234375 Penalty: 737.335388
	Iteration 38Q: 3 clusters Score -214371.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -214372.312500 Penalty: 737.335388
	Iteration 39Q: 3 clusters Score -214372.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -214374.421875 Penalty: 737.335388
	Iteration 40F: 3 clusters Score -214374.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -214375.281250 Penalty: 737.335388
	Iteration 41Q: 3 clusters Score -214375.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -214375.921875 Penalty: 737.335388
	Iteration 42Q: 3 clusters Score -214375.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -214375.937500 Penalty: 737.335388
	Iteration 43Q: 3 clusters Score -214375.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -214376.937500 Penalty: 737.335388
	Iteration 44Q: 3 clusters Score -214376.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -214377.921875 Penalty: 737.335388
	Iteration 45Q: 3 clusters Score -214377.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -214378.031250 Penalty: 737.335388
	Iteration 46Q: 3 clusters Score -214378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -214378.046875 Penalty: 737.335388
	Iteration 47Q: 3 clusters Score -214378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -214378.046875 Penalty: 737.335388
	Iteration 48F: 3 clusters Score -214378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68284 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20860 members 
Mstep: Class 6 contains 94385 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2197 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4094 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 18440 members 
Mstep: Class 14 contains 706 members 
Mstep: Class 15 contains 13138 members 
Mstep: Class 16 contains 38614 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8199 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 9758 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5208 members 
Mstep: Class 24 contains 19288 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 39206 members 
Mstep: Class 28 contains 25515 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7191 members 
Mstep: Class 33 contains 22667 members 
Mstep: Class 34 contains 13563 members 
Mstep: Class 35 contains 3303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866992.000000 Penalty: 21133.728516
Iteration 479Q: 36 clusters Score -3.586699e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68305 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20867 members 
Mstep: Class 6 contains 93128 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2200 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 18441 members 
Mstep: Class 14 contains 706 members 
Mstep: Class 15 contains 13288 members 
Mstep: Class 16 contains 39016 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8188 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 10061 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5247 members 
Mstep: Class 24 contains 19078 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 40901 members 
Mstep: Class 28 contains 25520 members 
Mstep: Class 29 contains 74652 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7191 members 
Mstep: Class 32 contains 78745 members 
Mstep: Class 33 contains 22496 members 
Mstep: Class 34 contains 13563 members 
Mstep: Class 35 contains 3301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35868340.000000 Penalty: 21133.728516
Iteration 480F: 36 clusters Score -3.586834e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68284 members 
Mstep: Class 3 contains 4005 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20867 members 
Mstep: Class 6 contains 91545 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2202 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4182 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 18441 members 
Mstep: Class 14 contains 708 members 
Mstep: Class 15 contains 12687 members 
Mstep: Class 16 contains 38606 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8158 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 10379 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5266 members 
Mstep: Class 24 contains 18996 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 42271 members 
Mstep: Class 28 contains 25533 members 
Mstep: Class 29 contains 74332 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7192 members 
Mstep: Class 32 contains 80200 members 
Mstep: Class 33 contains 22344 members 
Mstep: Class 34 contains 13563 members 
Mstep: Class 35 contains 3299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867808.000000 Penalty: 21133.728516
Iteration 481Q: 36 clusters Score -3.586781e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68256 members 
Mstep: Class 3 contains 4005 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20867 members 
Mstep: Class 6 contains 90072 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4199 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 18441 members 
Mstep: Class 14 contains 707 members 
Mstep: Class 15 contains 11701 members 
Mstep: Class 16 contains 38402 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8129 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 10729 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5311 members 
Mstep: Class 24 contains 19157 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 43729 members 
Mstep: Class 28 contains 25549 members 
Mstep: Class 29 contains 73896 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7193 members 
Mstep: Class 32 contains 81498 members 
Mstep: Class 33 contains 22155 members 
Mstep: Class 34 contains 13563 members 
Mstep: Class 35 contains 3302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866920.000000 Penalty: 21133.728516
Iteration 482Q: 36 clusters Score -3.586692e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68238 members 
Mstep: Class 3 contains 4005 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20866 members 
Mstep: Class 6 contains 88595 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4204 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 18440 members 
Mstep: Class 14 contains 707 members 
Mstep: Class 15 contains 10432 members 
Mstep: Class 16 contains 38277 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8106 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 11112 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5347 members 
Mstep: Class 24 contains 19400 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 45317 members 
Mstep: Class 28 contains 25563 members 
Mstep: Class 29 contains 73352 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7195 members 
Mstep: Class 32 contains 82846 members 
Mstep: Class 33 contains 21999 members 
Mstep: Class 34 contains 13563 members 
Mstep: Class 35 contains 3304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865676.000000 Penalty: 21133.728516
Iteration 483Q: 36 clusters Score -3.586568e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68227 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20865 members 
Mstep: Class 6 contains 86872 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4208 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 18440 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 8915 members 
Mstep: Class 16 contains 38190 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8094 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 11547 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 19681 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 47200 members 
Mstep: Class 28 contains 25571 members 
Mstep: Class 29 contains 72626 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7195 members 
Mstep: Class 32 contains 84395 members 
Mstep: Class 33 contains 21860 members 
Mstep: Class 34 contains 13571 members 
Mstep: Class 35 contains 3304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865244.000000 Penalty: 21133.728516
Iteration 484Q: 36 clusters Score -3.586524e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68220 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20865 members 
Mstep: Class 6 contains 85149 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4212 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 18440 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 7371 members 
Mstep: Class 16 contains 38120 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8077 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 12020 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 19908 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 49457 members 
Mstep: Class 28 contains 25592 members 
Mstep: Class 29 contains 71713 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7198 members 
Mstep: Class 32 contains 85804 members 
Mstep: Class 33 contains 21673 members 
Mstep: Class 34 contains 13574 members 
Mstep: Class 35 contains 3303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35864928.000000 Penalty: 21133.728516
Iteration 485Q: 36 clusters Score -3.586493e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68216 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20866 members 
Mstep: Class 6 contains 83324 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4215 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 18440 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 5774 members 
Mstep: Class 16 contains 38069 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8076 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 12474 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5515 members 
Mstep: Class 24 contains 20116 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 52012 members 
Mstep: Class 28 contains 25615 members 
Mstep: Class 29 contains 70491 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7201 members 
Mstep: Class 32 contains 87371 members 
Mstep: Class 33 contains 21508 members 
Mstep: Class 34 contains 13575 members 
Mstep: Class 35 contains 3300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35864312.000000 Penalty: 21133.728516
Iteration 486Q: 36 clusters Score -3.586431e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68217 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20868 members 
Mstep: Class 6 contains 81872 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4216 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1281 members 
Mstep: Class 13 contains 18440 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 4180 members 
Mstep: Class 16 contains 38044 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8057 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 12969 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5562 members 
Mstep: Class 24 contains 20256 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 54616 members 
Mstep: Class 28 contains 25635 members 
Mstep: Class 29 contains 68609 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7203 members 
Mstep: Class 32 contains 89239 members 
Mstep: Class 33 contains 21297 members 
Mstep: Class 34 contains 13574 members 
Mstep: Class 35 contains 3297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863380.000000 Penalty: 21133.728516
Iteration 487Q: 36 clusters Score -3.586338e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68219 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20866 members 
Mstep: Class 6 contains 80366 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 18440 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 38051 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8022 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 13506 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5615 members 
Mstep: Class 24 contains 20276 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 57481 members 
Mstep: Class 28 contains 25654 members 
Mstep: Class 29 contains 65988 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7208 members 
Mstep: Class 32 contains 91551 members 
Mstep: Class 33 contains 21156 members 
Mstep: Class 34 contains 13568 members 
Mstep: Class 35 contains 3293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862896.000000 Penalty: 21133.728516
Iteration 488Q: 36 clusters Score -3.58629e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68224 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20865 members 
Mstep: Class 6 contains 78724 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2218 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4216 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 18439 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 38057 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8022 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 14086 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5668 members 
Mstep: Class 24 contains 20190 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 60629 members 
Mstep: Class 28 contains 25672 members 
Mstep: Class 29 contains 63067 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7211 members 
Mstep: Class 32 contains 93811 members 
Mstep: Class 33 contains 20995 members 
Mstep: Class 34 contains 13565 members 
Mstep: Class 35 contains 3285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 561.537964 but Gain 603.820312
Score: -35863592.000000 Penalty: 20529.908203
Iteration 489Q: 35 clusters Score -3.586359e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68230 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20864 members 
Mstep: Class 6 contains 77356 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2222 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4211 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 18438 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 16 contains 38061 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8024 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 14655 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5730 members 
Mstep: Class 24 contains 19998 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 63555 members 
Mstep: Class 28 contains 25679 members 
Mstep: Class 29 contains 60996 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7209 members 
Mstep: Class 32 contains 95426 members 
Mstep: Class 33 contains 20844 members 
Mstep: Class 34 contains 13562 members 
Mstep: Class 35 contains 3279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35864128.000000 Penalty: 20529.908203
Iteration 490Q: 35 clusters Score -3.586413e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68237 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20862 members 
Mstep: Class 6 contains 76115 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2224 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4200 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 18438 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 16 contains 38031 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8024 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 15181 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5775 members 
Mstep: Class 24 contains 19741 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 66695 members 
Mstep: Class 28 contains 25710 members 
Mstep: Class 29 contains 59164 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7212 members 
Mstep: Class 32 contains 95179 members 
Mstep: Class 33 contains 20711 members 
Mstep: Class 34 contains 13559 members 
Mstep: Class 35 contains 3274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863528.000000 Penalty: 20529.908203
Iteration 491Q: 35 clusters Score -3.586353e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68242 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20862 members 
Mstep: Class 6 contains 74562 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4194 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 18439 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 16 contains 38018 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8041 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 15674 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5799 members 
Mstep: Class 24 contains 19359 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 70250 members 
Mstep: Class 28 contains 25725 members 
Mstep: Class 29 contains 57419 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7214 members 
Mstep: Class 32 contains 94853 members 
Mstep: Class 33 contains 20615 members 
Mstep: Class 34 contains 13562 members 
Mstep: Class 35 contains 3272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862880.000000 Penalty: 20529.908203
Iteration 492Q: 35 clusters Score -3.586288e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68250 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20862 members 
Mstep: Class 6 contains 72778 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2228 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4180 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 18438 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 16 contains 38037 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8060 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 16182 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5850 members 
Mstep: Class 24 contains 18820 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 74117 members 
Mstep: Class 28 contains 25732 members 
Mstep: Class 29 contains 55895 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7216 members 
Mstep: Class 32 contains 94340 members 
Mstep: Class 33 contains 20514 members 
Mstep: Class 34 contains 13562 members 
Mstep: Class 35 contains 3268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862572.000000 Penalty: 20529.908203
Iteration 493Q: 35 clusters Score -3.586257e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68254 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20863 members 
Mstep: Class 6 contains 71011 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4175 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 18438 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 16 contains 38018 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8087 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 16692 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 18333 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 78029 members 
Mstep: Class 28 contains 25743 members 
Mstep: Class 29 contains 54495 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7218 members 
Mstep: Class 32 contains 93640 members 
Mstep: Class 33 contains 20378 members 
Mstep: Class 34 contains 13557 members 
Mstep: Class 35 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863420.000000 Penalty: 20529.908203
Iteration 494Q: 35 clusters Score -3.586342e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68259 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20864 members 
Mstep: Class 6 contains 70756 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4173 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 18439 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 16 contains 37946 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8110 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 17218 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5958 members 
Mstep: Class 24 contains 17889 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 82216 members 
Mstep: Class 28 contains 25752 members 
Mstep: Class 29 contains 53083 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7220 members 
Mstep: Class 32 contains 91164 members 
Mstep: Class 33 contains 20230 members 
Mstep: Class 34 contains 13560 members 
Mstep: Class 35 contains 3255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863188.000000 Penalty: 20529.908203
Iteration 495Q: 35 clusters Score -3.586319e+07 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68259 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20866 members 
Mstep: Class 6 contains 72228 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4168 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 18438 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 16 contains 37887 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8121 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 17803 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 5991 members 
Mstep: Class 24 contains 17533 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 87397 members 
Mstep: Class 28 contains 25783 members 
Mstep: Class 29 contains 50974 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7223 members 
Mstep: Class 32 contains 86567 members 
Mstep: Class 33 contains 20038 members 
Mstep: Class 34 contains 13564 members 
Mstep: Class 35 contains 3252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863156.000000 Penalty: 20529.908203
Iteration 496Q: 35 clusters Score -3.586316e+07 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68266 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20865 members 
Mstep: Class 6 contains 74720 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4162 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 13 contains 18438 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 16 contains 37850 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8131 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 18375 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 6037 members 
Mstep: Class 24 contains 17216 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 90437 members 
Mstep: Class 28 contains 25799 members 
Mstep: Class 29 contains 48625 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7224 members 
Mstep: Class 32 contains 83275 members 
Mstep: Class 33 contains 19850 members 
Mstep: Class 34 contains 13568 members 
Mstep: Class 35 contains 3252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862128.000000 Penalty: 20529.908203
Iteration 497Q: 35 clusters Score -3.586213e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68267 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20865 members 
Mstep: Class 6 contains 77427 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4162 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1325 members 
Mstep: Class 13 contains 18438 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 16 contains 37827 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8139 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 18896 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 6077 members 
Mstep: Class 24 contains 16927 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 90129 members 
Mstep: Class 28 contains 25821 members 
Mstep: Class 29 contains 46457 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7227 members 
Mstep: Class 32 contains 82917 members 
Mstep: Class 33 contains 19689 members 
Mstep: Class 34 contains 13571 members 
Mstep: Class 35 contains 3253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35861960.000000 Penalty: 20529.908203
Iteration 498Q: 35 clusters Score -3.586196e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68266 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20864 members 
Mstep: Class 6 contains 80476 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4157 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 18439 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 16 contains 37798 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8151 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 19383 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 6115 members 
Mstep: Class 24 contains 16795 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 87971 members 
Mstep: Class 28 contains 25843 members 
Mstep: Class 29 contains 44409 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7229 members 
Mstep: Class 32 contains 83809 members 
Mstep: Class 33 contains 19558 members 
Mstep: Class 34 contains 13575 members 
Mstep: Class 35 contains 3256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862584.000000 Penalty: 20529.908203
Iteration 499Q: 35 clusters Score -3.586258e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68262 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 20861 members 
Mstep: Class 6 contains 83773 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 4158 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 18441 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 16 contains 37751 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 8156 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 19722 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 6168 members 
Mstep: Class 24 contains 16838 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 85012 members 
Mstep: Class 28 contains 25869 members 
Mstep: Class 29 contains 42374 members 
Mstep: Class 30 contains 159 members 
Mstep: Class 31 contains 7231 members 
Mstep: Class 32 contains 85229 members 
Mstep: Class 33 contains 19417 members 
Mstep: Class 34 contains 13581 members 
Mstep: Class 35 contains 3256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867624.000000 Penalty: 20529.908203
Iteration 500F: 35 clusters Score -3.586762e+07 nChanged 14910
Maximum iterations exceeded
--- Evaluating fit on full set of 1740007 points ---
Entering Unmasked Estep 
Score: -107434736.000000 Penalty: 22229.460938
21->35 Clusters: Score -107434736.000000, best is -107446120.000000

Main iterations: 0 (time per=infms)
Total iterations: 29874 (time per=144.757984ms)
Iterations metric 2: 237131497472.000000 (time per=18.236717ns)
Iterations metric 3: 2845836050432.000000 (time per=1519.588593ps)

That took 4324.500000 seconds.
